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\n \n 2020\n \n \n (6)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Interactive Visualization Interfaces for Big Data Analysis Using Combination of Dimensionality Reduction Methods: A Brief Review.\n \n \n \n \n\n\n \n Umaquinga-Criollo, A., C.; Peluffo-Ordóñez, D., H.; Rosero-Montalvo, P., D.; Godoy-Trujillo, P., E.; and Benítez-Pereira, H.\n\n\n \n\n\n\n Volume 1110 AISC . Advances in Intelligent Systems and Computing, pages 193-203. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Advances$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2020},\n keywords = {Big data,Business intelligence,Data mining,Dimensionality reduction,Interactive interface},\n pages = {193-203},\n volume = {1110 AISC},\n websites = {http://link.springer.com/10.1007/978-3-030-37221-7_17},\n id = {2d8bfb57-3a19-3a1d-9f37-abe7ff60c186},\n created = {2020-03-02T18:54:43.277Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-09-19T23:23:11.443Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {false},\n hidden = {false},\n citation_key = {Umaquinga-Criollo2020a},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {The Big Data analysis allows to generate knowledge based on mathematical models that surpass human capabilities, and therefore it is necessary to have robust computer systems. In this connection, the dimensionality reduction (DR) allows to perform approximations to make data perceptible in a simple and compact way while also the computational cost is reduced. Additionally, interactive interfaces enable the user to work with algorithms involving complex mathematical and statistical processes typically aimed at providing weighting factors to each RD algorithm to find the best way to represent data at a low dimension. In this study, a bibliographic re-view of the different models of interactive interfaces for the analysis of Big Data using RD is presented, by considering different, existing proposals and approaches on how to display the information. Particularly, those approaches based on mental processes and uses of color along with an intuitive handling are of special interest.},\n bibtype = {inbook},\n author = {Umaquinga-Criollo, Ana C. and Peluffo-Ordóñez, Diego H. and Rosero-Montalvo, Paúl D. and Godoy-Trujillo, Pamela E. and Benítez-Pereira, Henry},\n doi = {10.1007/978-3-030-37221-7_17},\n chapter = {Interactive Visualization Interfaces for Big Data Analysis Using Combination of Dimensionality Reduction Methods: A Brief Review},\n title = {Advances in Intelligent Systems and Computing}\n}

\n\n\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Metodología de enseñanza y aprendizaje en tecnologías de Cloud Computing: Un estudio de caso en la Carrera de Ingeniería Electrónica y Redes de Comunicación de la Universidad Técnica del Norte.\n \n \n \n \n\n\n \n Ramírez–Recalde, A., C.; Umaquinga, A., C.; Maya, E.; and Vásquez-Ayala, C.\n\n\n \n\n\n\n risti revista ibérica de sistemas e tecnologias de informação, N.º E25: 72-86. 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"Metodología$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {Metodología de enseñanza y aprendizaje en tecnologías de Cloud Computing: Un estudio de caso en la Carrera de Ingeniería Electrónica y Redes de Comunicación de la Universidad Técnica del Norte},\n type = {article},\n year = {2020},\n keywords = {Aprendizaje Virtual,Computación en la Nube,Entorno Virtual de Aprendizaje,PACIE; Moodle},\n pages = {72-86},\n volume = {N.º E25},\n websites = {http://www.risti.xyz/issues/ristie25.pdf,https://search.proquest.com/openview/6134a93593c6b2f1ecbd8da095e3d5ef/1?cbl=1006393&amp;pq-origsite=gscholar},\n id = {ffe1ea59-0e3e-3998-a000-ec6cc7b687e8},\n created = {2020-09-02T16:18:05.649Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:11.880Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {ramirez2020},\n source_type = {article},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Este trabajo expone el diseño e implementación de un Entorno Virtual de Aprendizaje (EVA) en la Carrera de Ingeniería en Electrónica y Redes de Comunicación (CIERCOM) de la Universidad Técnica del Norte (UTN), IbarraEcuador, referente al área de estudio Cloud Computing (CC), se considera: Un sistema de Gestión de Aprendizaje Moodle diseñado de acuerdo a directrices establecidas por la metodología de PACIE (Presencia, Alcance, Capacitación, Interacción, E-learning); contenido se basa en información de seis trabajos de grado que formaron parte del proyecto puesto en marcha en la Facultad de Ingeniería en Ciencias Aplicadas de la UTN, misma que ha sido complementada y transformada en material didáctico del EVA con el fin de difundir los\nestudios de caso y contribuir con conocimientos para los estudiantes de la carrera acerca del tema.\n\nLa investigación es de tipo descriptivo y documental permitiendo abarcar los siguientes temas: (i) Fundamentos básicos de Cloud Computing; (ii) Definiciones de un Centro de Datos TIER I bajo el estándar TIA 942; (iii) Plataformas de Infraestructura como Servicio Openstack; (iv) Plataformas de Infraestructura como Servicio Opennebula y (v) Plataformas de Infraestructura como Servicio Eucalyptus.},\n bibtype = {article},\n author = {Ramírez–Recalde, Ana C and Umaquinga, Ana Cristina and Maya, Edgar and Vásquez-Ayala, Carlos},\n editor = {Risti, undefined},\n journal = {risti revista ibérica de sistemas e tecnologias de informação}\n}

\n\n\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Simulation Tools for Solving Engineering Problems. Case Study.\n \n \n \n \n\n\n \n Cuzme-Rodríguez, F.; Umaquinga-Criollo, A.; Suárez-Zambrano, L.; Farinango-Endara, H.; Domínguez-Limaico, H.; and Mediavilla-Valverde, M.\n\n\n \n\n\n\n Volume Part I . First International Conference ICAT 2019, pages 271-285. Springer, editor(s). Springer, 2020.\n \n\n\n\n
\n\n\n\n \n \n $\"First$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2020},\n keywords = {ISO-25010,MATLAB,NS2,NS3,Simulators},\n pages = {271-285},\n volume = {Part I},\n websites = {https://link.springer.com/chapter/10.1007%2F978-3-030-42517-3_21,https://doi.org/10.1007/978-3-030-42517-3_21,http://link.springer.com/10.1007/978-3-030-42517-3_21},\n publisher = {Springer},\n id = {471acfb3-d7af-3382-9c40-63e27359db39},\n created = {2020-09-02T16:18:07.718Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:11.622Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {cuzme2020},\n source_type = {conference},\n notes = {Print ISBN 978-3-030-42516-6 Online ISBN 978-3-030-42517-3},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {The areas of Engineering in Applied Sciences have contributed significantly to the social, economic and technological advances of the world, being of interest to the academy mainly in the university system and specialization in Ecuador and in several countries both in the teaching-learning process as well as in research, which makes it increasingly stronger and proposes better and new solutions to environmental problems. This article performs a quantitative, descriptive and systemic analysis, which combines with the analysis of the ISO/IEC 25010 standard considers criteria such as functionality, performance, compatibility, usability, reliability, maintainability, portability to evaluate the quality of the software; The analysis involves simulation tools immersed in the teaching-learning processes of the engineering area with the determination to identify the tools used to solve specific problems in this field, particularly in the Telecommunications Engineering Degree at the “Universidad Técnica del Norte” University. This study is based on the opinion of experts in the university and business field who validate the established criteria. The results of this article identify the use of the different simulation tools in the university education and research environment, in addition to promoting the inclusion of these tools in the process of training students so that they can propose solutions at a scientific level and/or technological.},\n bibtype = {inbook},\n author = {Cuzme-Rodríguez, Fabián and Umaquinga-Criollo, Ana and Suárez-Zambrano, Luis and Farinango-Endara, Henry and Domínguez-Limaico, Hernán and Mediavilla-Valverde, Mario},\n editor = {Springer, undefined},\n doi = {10.1007/978-3-030-42517-3_21},\n chapter = {Simulation Tools for Solving Engineering Problems. Case Study},\n title = {First International Conference ICAT 2019}\n}

\n\n\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts.\n \n \n \n \n\n\n \n Umaquinga-Criollo, A., C.; Tamayo-Quintero, J., D.; Moreno-García, M., N.; Riascos, J., A.; and Peluffo-Ordóñez, D., H.\n\n\n \n\n\n\n In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), volume 12344 LNAI, pages 437-449, 11 2020. Springer, Cham\n \n\n\n\n
\n\n\n\n \n \n $\"Multi-expert$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts},\n type = {inproceedings},\n year = {2020},\n keywords = {Bag of experts,Crowd-sourcing,Feed-forward neural network,Finance,Investment banking,Multi-expert},\n pages = {437-449},\n volume = {12344 LNAI},\n websites = {https://link.springer.com/chapter/10.1007/978-3-030-61705-9_36,http://link.springer.com/10.1007/978-3-030-61705-9_36},\n month = {11},\n publisher = {Springer, Cham},\n day = {11},\n id = {73d0a310-aa46-37b0-a329-75c87a7b1cbf},\n created = {2020-12-02T04:03:16.566Z},\n accessed = {2020-12-01},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:10.783Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {false},\n hidden = {false},\n citation_key = {Umaquinga-Criollo2020},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {The use of machine learning into economics scenarios results appealing since it allows for automatically testing economic models and predict consumer/client behavior to support decision-making processes. The finance market typically uses a set of expert labelers or Bureau credit scores given by governmental or private agencies such as Experian, Equifax, and Creditinfo, among others. This work focuses on introducing a so-named Bag of Expert (BoE): a novel approach for creating multi-expert Learning (MEL) frameworks aimed to emulate real experts labeling (human-given labels) using neural networks. The MEL systems “learn” to perform decision-making tasks by considering a uniform number of labels per sample or individuals along with respective descriptive variables. The BoE is created similarly to Generative Adversarial Network (GANs), but rather than using noise or perturbation by a generator, we trained a feed-forward neural network to randomize sampling data, and either add or decrease hidden neurons. Additionally, this paper aims to investigate the performance on economics-related datasets of several state-of-the-art MEL methods, such as GPC, GPC-PLAT, KAAR, MA-LFC, MA-DGRL, and MA-MAE. To do so, we develop an experimental framework composed of four tests: the first one using novice experts; the second with proficient experts; the third is a mix of novices, intermediate and proficient experts, and the last one uses crowd-sourcing. Our BoE method presents promising results and can be suitable as an alternative to properly assess the reliability of both MEL methods and conventional labeler generators (i.e., virtual expert labelers).},\n bibtype = {inproceedings},\n author = {Umaquinga-Criollo, A. C. and Tamayo-Quintero, J. D. and Moreno-García, M. N. and Riascos, J. A. and Peluffo-Ordóñez, D. H.},\n doi = {10.1007/978-3-030-61705-9_36},\n booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}\n}

\n\n\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization.\n \n \n \n\n\n \n Ortega-Bustamante, M., C.; Hasperué, W.; Peluffo-Ordóñez, D., H.; Paéz-Jaime, M.; Marrufo-Rodríguez, I.; Rosero-Montalvo, P.; Umaquinga-Criollo, A., C.; and Vélez-Falconi, M.\n\n\n \n\n\n\n In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2020. \n \n\n\n\n
\n\n\n\n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization},\n type = {inproceedings},\n year = {2020},\n keywords = {Data visualization,Dimensionality reduction,Interaction model,Kernel functions},\n id = {2844225a-981e-33f2-b739-42a6d7c3be3d},\n created = {2021-01-31T19:49:28.840Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2021-01-31T19:49:28.840Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n private_publication = {false},\n abstract = {This letter formally introduces the concept of interaction model (IM), which has been used either directly or tangentially in previous works but never defined. Broadly speaking, an IM consists of the use of a mixture of dimensionality reduction (DR) techniques within an interactive data visualization framework. The rationale of creating an IM is the need for simultaneously harnessing the benefit of several DR approaches to reach a data representation being intelligible and/or fitted to any user’s criterion. As a remarkable advantage, an IM naturally provides a generalized framework for designing both interactive DR approaches as well as readily-to-use data visualization interfaces. In addition to a comprehensive overview on basics of data representation and dimensionality reduction, the main contribution of this manuscript is the elegant definition of the concept of IM in mathematical terms.},\n bibtype = {inproceedings},\n author = {Ortega-Bustamante, M. C. and Hasperué, W. and Peluffo-Ordóñez, D. H. and Paéz-Jaime, M. and Marrufo-Rodríguez, I. and Rosero-Montalvo, P. and Umaquinga-Criollo, A. C. and Vélez-Falconi, M.},\n doi = {10.1007/978-3-030-58802-1_14},\n booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}\n}

\n\n\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n Methodology of teaching and learning in cloud computing technologies: A case study in the career of electronic engineering and communication networks of the “universidad técnica del norte”.\n \n \n \n\n\n \n Ramírez-Recalde, A.; Umaquinga-Criollo, A.; Maya-Olalla, E.; and Vásquez, C.\n\n\n \n\n\n\n RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2020(E25). 2020.\n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {Methodology of teaching and learning in cloud computing technologies: A case study in the career of electronic engineering and communication networks of the “universidad técnica del norte”},\n type = {article},\n year = {2020},\n keywords = {Cloud computing,Electronic learning,Moodle,PACIE,Virtual learning environment},\n volume = {2020},\n id = {8bb6abb9-a2c4-360a-b688-ccc2f10b1584},\n created = {2020-02-07T23:59:00.000Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2021-03-06T10:08:02.138Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {false},\n hidden = {false},\n private_publication = {true},\n abstract = {© 2020, Associacao Iberica de Sistemas e Tecnologias de Informacao. All rights reserved. This article exposes the design and implementation of a Virtual Learning Environment (EVA) at Engineering Career in Electronics and Communication Networks, at “Universidad Técnica del Norte”, Ibarra-Ecuador, referring to the study area Cloud Computing (CC), the same one that considers: the Moodle Learning Management System designed according to the guidelines established by the PACIE learning methodology (Presence, Scope, Training, Interaction, E-learning); Its content is based on the information of six degree projects that were part of the Cloud Computing project launched at the Faculty of Engineering in Applied Sciences of the UTN, which has been complemented and transformed into EVA teaching material in order to disseminate the studies case and contribute knowledge for the students of the career on the subject. The research is descriptive and documentary, covering the following topics in the EVA: (i) Basic Fundamentals of Cloud Computing; (ii) Infrastructure of a TIER I Data Center under the TIA 942 standard; (iii) Openstack Infrastructure as a Service; (iv) Opennebula Infrastructure as a Service (v) Eucalyptus Infrastructure as a Service.},\n bibtype = {article},\n author = {Ramírez-Recalde, A.C. and Umaquinga-Criollo, A.C. and Maya-Olalla, E.A. and Vásquez, C.A.},\n journal = {RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},\n number = {E25}\n}

\n\n\n\n\n\n

\n\n

\n \n 2019\n \n \n (8)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n A conceptual architecture for content analysis about abortion using the twitter platform.\n \n \n \n \n\n\n \n Roldán-Robles, P., R.; Umaquinga-Criollo, A., C.; García-Santillán, J., A.; Herrera-Granda, I., D.; and García-Santillán, I., D.\n\n\n \n\n\n\n RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(E22): 363-374. 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"A$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {A conceptual architecture for content analysis about abortion using the twitter platform},\n type = {article},\n year = {2019},\n keywords = {Abortion,Content analysis,Data mining,Social networks,Twitter},\n pages = {363-374},\n volume = {2019},\n websites = {https://search.proquest.com/openview/32e1ecc611a7dda9820bb139d402ead6/1.pdf?pq-origsite=gscholar&cbl=1006393,http://www.risti.xyz/issues/ristie22.pdf},\n id = {37edf3d7-99a5-3e68-98c4-02b7550f8308},\n created = {2020-03-02T18:54:43.270Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:13.019Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Roldan-Robles2019},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {This paper presents a conceptual architecture for content analysis about the opinions expressed on Twitter about abortion. The architecture consisted of five stages: authentication, data collection, data cleaning & processing, modeling & analysis, and presentation of results. In the data collection, a simple size of tweets sent from Ecuador was taken in 2018. All tweets that were not related to the topic were eliminated. In the modeling, it was separated into two categories for and against abortion, where the Naive Bayes and decision tree classifiers were used. Finally, the results were presented in the form of statistical graphs, word clouds and heat maps. During the development, the Google maps platform was also used, where the scripts were made in Python using the Integrated Development Environment (IDE) Spyder (Python 3.6), which is part of the Anaconda platform. The results obtained showed, on average, a majority position against abortion in Ecuador.},\n bibtype = {article},\n author = {Roldán-Robles, Paolo R. and Umaquinga-Criollo, Ana C. and García-Santillán, Janneth A. and Herrera-Granda, Israel D. and García-Santillán, Iván D.},\n journal = {RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},\n number = {E22}\n}

\n\n\n\n\n\n

\n\n\n

\n \n\n \n \n \n \n \n \n Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System.\n \n \n \n \n\n\n \n Vega-Gualán, E.; Vargas, A.; Becerra, M.; Umaquinga, A.; Riascos, J., A.; and Peluffo, D.\n\n\n \n\n\n\n Volume BI 2019 . Brain Informatics, pages 189-198. Springer, C., editor(s). Springer, Cham, 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"Brain$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2019},\n keywords = {Electroencephalogram (EEG) Epilepsy diagnosis,K-Nearest Neighbors (KNN),Linear Discriminant Analysis (LDA),Quadratic Discriminant Analysis (QDA),Support Vector Machine (SVM)},\n pages = {189-198},\n volume = {BI 2019},\n issue = {12},\n websites = {http://link.springer.com/10.1007/978-3-030-37078-7_19},\n publisher = {Springer, Cham},\n institution = {12th International Conference},\n id = {c88d18b7-005d-3444-949b-9677f7d2b9c2},\n created = {2020-09-02T16:18:04.675Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:12.441Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {vega2019},\n source_type = {conference},\n notes = {Print ISBN 978-3-030-37077-0 Online ISBN 978-3-030-37078-7},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Epilepsy occurs when localized electrical activity of neurons suffer from an imbalance. One of the most adequate methods for diagnosing and monitoring is via the analysis of electroencephalographic (EEG) signals. Despite there is a wide range of alternatives to characterize and classify EEG signals for epilepsy analysis purposes, many key aspects related to accuracy and physiological interpretation are still considered as open issues. In this paper, this work performs an exploratory study in order to identify the most adequate frequently-used methods for characterizing and classifying epileptic seizures. In this regard, a comparative study is carried out on several subsets of features using four representative classifiers: Linear Discriminant Analysis (LDA), Quadratic Discriminant Analysis (QDA), K-Nearest Neighbor (KNN), and Support Vector Machine (SVM). The framework uses a well-known epilepsy dataset and runs several experiments for two and three classification problems. The results suggest that DWT decomposition with SVM is the most suitable combination.},\n bibtype = {inbook},\n author = {Vega-Gualán, Emil and Vargas, Andrés and Becerra, Miguel and Umaquinga, Ana and Riascos, Jaime A and Peluffo, Diego},\n editor = {Springer, Charm},\n doi = {10.1007/978-3-030-37078-7_19},\n chapter = {Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System},\n title = {Brain Informatics}\n}

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\n \n\n \n \n \n \n \n \n Seguimiento académico a estudiantes con repitencia en la Carrera de Ingeniería en Telecomunicaciones: Fase dos periodo académico septiembre 2018 febrero 2019.\n \n \n \n \n\n\n \n Umaquinga Criollo, A., C.; and Jaramillo Vinueza, E., D.\n\n\n \n\n\n\n In Memorias ACOFI Retos en la formación de ingenieros en la era digital, 2019. \n \n\n\n\n
\n\n\n\n \n \n $\"Seguimiento$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Seguimiento académico a estudiantes con repitencia en la Carrera de Ingeniería en Telecomunicaciones: Fase dos periodo académico septiembre 2018 febrero 2019},\n type = {inproceedings},\n year = {2019},\n keywords = {academic accompaniment,academic follow-up,acompañamiento académico,engineering students,estudiantes de ingeniería,ingeniería en telecomunicaciones,repetition,repitencia,seguimiento académico,telecommunications engineering},\n websites = {https://acofipapers.org/index.php/eiei/article/view/122},\n id = {915d91cb-60f6-3e99-a037-8c49e8a9a281},\n created = {2020-09-02T16:18:05.540Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:01.818Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {umaquinga2019a},\n source_type = {conference},\n private_publication = {false},\n abstract = {Resumen: En esta segunda fase de estudio se presenta la continuación de un estudio cuantitativo, exploratorio y descriptivo del seguimiento académico a estudiantes con repitencia de segundas y terceras matrículas de la actual Carrera de Ingeniería en Telecomunicaciones y de la Carrera de Ingeniería en Redes y Comunicación con el fin de identificar las causas de repitencia manteniendo los factores de clasificación de su primera fase: familiares, económicos, sociológicos de los estudiantes en el periodo académico Septiembre 2018- Febrero 2019. El universo de estudiantes matriculados lo conforman: 289 estudiantes hombres y 81 estudiantes mujeres, dando un total de 370 estudiantes que iniciaron el ciclo de estudios en periodo académico en mención. En la segunda fase se analiza la muestra de 34 estudiantes con segundas y terceras matrículas asignados a una docente para seguimiento académico, el mismo que realiza un estudio comparativo con la fase 1, con el fin de confirmar los factores previamente identificados o en el descubrimiento de nuevos factores a ser considerados para un mejor análisis de las principales causas de repitencia en esta Carrera. Abstract: In this second phase of the study, the continuation of a quantitative, exploratory and descriptive study of academic follow-up is presented to students with second and third enrollment repeats of the current Career in Telecommunications Engineering and the Career in Network and Communication Engineering with the In order to identify the causes of repetition maintaining the classification factors of its first phase: family, economic, sociological of students in the academic period September 2018 - February 2019. The universe of students enrolled is made up of: 289 male students and 81 female students, giving a total of 370 students who started the cycle of studies in academic period in mention. In the second phase, the sample of 34 students with second and third enrollments assigned to a teacher for academic follow-up is analyzed, the same one that performs a comparative study with phase 1, in order to confirm the previously identified factors or in the discovery of new factors to be considered for a better analysis of the main causes of repetition in this Career},\n bibtype = {inproceedings},\n author = {Umaquinga Criollo, Ana C and Jaramillo Vinueza, Edgar D},\n booktitle = {Memorias ACOFI Retos en la formación de ingenieros en la era digital}\n}

\n\n\n

\n Resumen: En esta segunda fase de estudio se presenta la continuación de un estudio cuantitativo, exploratorio y descriptivo del seguimiento académico a estudiantes con repitencia de segundas y terceras matrículas de la actual Carrera de Ingeniería en Telecomunicaciones y de la Carrera de Ingeniería en Redes y Comunicación con el fin de identificar las causas de repitencia manteniendo los factores de clasificación de su primera fase: familiares, económicos, sociológicos de los estudiantes en el periodo académico Septiembre 2018- Febrero 2019. El universo de estudiantes matriculados lo conforman: 289 estudiantes hombres y 81 estudiantes mujeres, dando un total de 370 estudiantes que iniciaron el ciclo de estudios en periodo académico en mención. En la segunda fase se analiza la muestra de 34 estudiantes con segundas y terceras matrículas asignados a una docente para seguimiento académico, el mismo que realiza un estudio comparativo con la fase 1, con el fin de confirmar los factores previamente identificados o en el descubrimiento de nuevos factores a ser considerados para un mejor análisis de las principales causas de repitencia en esta Carrera. Abstract: In this second phase of the study, the continuation of a quantitative, exploratory and descriptive study of academic follow-up is presented to students with second and third enrollment repeats of the current Career in Telecommunications Engineering and the Career in Network and Communication Engineering with the In order to identify the causes of repetition maintaining the classification factors of its first phase: family, economic, sociological of students in the academic period September 2018 - February 2019. The universe of students enrolled is made up of: 289 male students and 81 female students, giving a total of 370 students who started the cycle of studies in academic period in mention. In the second phase, the sample of 34 students with second and third enrollments assigned to a teacher for academic follow-up is analyzed, the same one that performs a comparative study with phase 1, in order to confirm the previously identified factors or in the discovery of new factors to be considered for a better analysis of the main causes of repetition in this Career\n

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\n \n\n \n \n \n \n \n \n Intelligent System of Squat Analysis Exercise to Prevent Back Injuries.\n \n \n \n \n\n\n \n Rosero-Montalvo, P., D.; Dibujes, A.; Vásquez-Ayala, C.; Umaquinga-Criollo, A.; Michilena, J., R.; Suaréz, L.; Flores, S.; and Jaramillo, D.\n\n\n \n\n\n\n Intelligent Technologies and Robotics, pages 193-205. Springer, editor(s). Springer, Cham, 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"Intelligent$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2019},\n keywords = {Back injuries,Embedded systems,Intelligent systems,Squat analysis},\n pages = {193-205},\n websites = {http://link.springer.com/10.1007/978-3-030-02828-2_15},\n publisher = {Springer, Cham},\n id = {d242a1f8-a065-3532-b482-b920144442b0},\n created = {2020-09-02T16:18:06.435Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:33:59.820Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {RoseroMontalvo2019a},\n source_type = {conference},\n notes = {Online ISBN 978-3-030-02828-2 <br/>Information and Communication Technologies of Ecuador (TIC.EC)},\n private_publication = {false},\n abstract = {The sports ergonomics study allows a bio-mechanical analysis in order to evaluate the impact produced by different muscle conditioning exercises such as the squat. This exercise, if carried out in an erroneous way, it can cause lumbar injuries. The present electronic system acquire the data of the Smith bar and the back by means of accelerometer sensors. This is done in order to implement an intelligent algorithm that allows to recognize if the athlete performs the exercise properly. For this, a stage of prototypes selection and a comparison of classification algorithms (CA) is carried out. Finally, a quantitative measure of equilibrium between both criteria is established for its proper selection. As a result, the k-Nearest Neighbors algorithm with k = 5 achieves a 96% performance and a 50% training matrix reduction.},\n bibtype = {inbook},\n author = {Rosero-Montalvo, Paul D and Dibujes, Anderson and Vásquez-Ayala, Carlos and Umaquinga-Criollo, Ana and Michilena, Jaime R and Suaréz, Luis and Flores, Stefany and Jaramillo, Daniel},\n editor = {Springer, undefined},\n doi = {10.1007/978-3-030-02828-2_15},\n chapter = {Intelligent System of Squat Analysis Exercise to Prevent Back Injuries},\n title = {Intelligent Technologies and Robotics}\n}

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\n \n\n \n \n \n \n \n \n Computación en la Nube: Impacto en el modelo de consumo de las TI Cloud Computing: Impact on the TI consumption model.\n \n \n \n \n\n\n \n Ramírez-Recalde, A., C.; Umaquinga-Criollo, A., C.; Maya-Olalla, E.; and Vásquez, C.\n\n\n \n\n\n\n In UTN, editor(s), Tendencias tecnológicas aplicadas a la Ingeniería, volume 1, pages 123-135, 2019. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Computación$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Computación en la Nube: Impacto en el modelo de consumo de las TI Cloud Computing: Impact on the TI consumption model},\n type = {inproceedings},\n year = {2019},\n keywords = {Cloud computing,Computación en la nube,Modelos d},\n pages = {123-135},\n volume = {1},\n websites = {https://www.researchgate.net/publication/335256842_Computacion_en_la_Nube_Impacto_en_el_modelo_de_consumo_de_las_TI_Cloud_Computing_Impact_on_the_TI_consumption_model},\n publisher = {UTN},\n id = {6417ce9e-c8c8-36ab-887a-3a20e1a7e9a5},\n created = {2020-09-02T16:18:07.210Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:13.281Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {umaquingaCC2019},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Dada la necesidad actual de las empresas de ampliar la capacidad de sus recursos computacionales, Cloud Computing se ha convertido en una de las alternativas para resolver sus requerimientos con el uso de software, plataformas e infraestructura a través de la nube, reduciendo el costo de uso de hardware, mejorando el desempeño de las prestaciones de sus servicios. Cloud Computing se determina como un conglomerado de servicios referentes al almacenamiento y al tratamiento de aplicaciones desplegados a través de la red de acuerdo a los requerimientos de los usuarios que demandan cada vez mayor capacidad y disponibilidad de recursos. Este estudio señala los aspectos básicos de Cloud Computing; sus Modelos de servicio: Software como servicio (SaaS), Plataforma como servicio (PaaS), e Infraestructura como servicio (IaaS); Modelos de despliegue: Cloud pública, privada, híbrida, comunitaria; Arquitecturas de referencia: Cloud Consumer, Cloud provider, Cloud auditor, Cloud broker, Cloud carrier; y su impacto en el modelo de consumo de Tecnologías de Información. La investigación pretende dar una perspectiva del uso de Cloud Computing dirigido a personas y empresas que se inician o requieren utilizarlo, emplea el método descriptivo y documental que abarca un estudio de los fundamentos de Cloud Computing y del impacto que ha tenido en el campo empresarial, así como, procura ser material de estudio para la Carrera de Ingeniería en Electrónica y Redes de Comunicación de la Universidad Técnica del Norte en Entorno Virtual de Aprendizaje (EVA) utilizando Moodle y la metodología PACIE (Presencia, Alcance, Capacitación, Interacción, E-learning).},\n bibtype = {inproceedings},\n author = {Ramírez-Recalde, Ana C and Umaquinga-Criollo, Ana C and Maya-Olalla, Edgar and Vásquez, Carlos},\n editor = {UTN, undefined},\n booktitle = {Tendencias tecnológicas aplicadas a la Ingeniería}\n}

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\n\n\n

\n \n\n \n \n \n \n \n \n Seguimiento y Acompañamiento académico a estudiantes con repitencia en la Carrera de Ingeniería en Electrónica y Redes de Comunicación: Fase Inicial Periodo Académico Marzo –Agosto 2016.\n \n \n \n \n\n\n \n Umaquinga-Criollo, A., C.; and Vinueza, E., J., D.\n\n\n \n\n\n\n In UTN, editor(s), Rol de la Educación Superior frente a los desafíos sociales., volume II, pages 53, 2019. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Seguimiento$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Seguimiento y Acompañamiento académico a estudiantes con repitencia en la Carrera de Ingeniería en Electrónica y Redes de Comunicación: Fase Inicial Periodo Académico Marzo –Agosto 2016},\n type = {inproceedings},\n year = {2019},\n keywords = {acompañamiento académico,educación superior,estudiantes de ingeniería,repitencia,seguimiento académico},\n pages = {53},\n volume = {II},\n websites = {https://www.researchgate.net/publication/335244335_Seguimiento_y_Acompanamiento_academico_a_estudiantes_con_repitencia_en_la_Carrera_de_Ingenieria_en_Electronica_y_Redes_de_Comuni},\n publisher = {UTN},\n city = {Pasto 2018},\n institution = {II Seminario Internacional. “Desarrollo Latinoamericano de la Educación Superior”},\n id = {7c44351f-9364-38a7-a11b-dfe0ce3ae619},\n created = {2020-09-02T16:18:07.862Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:13.571Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {umaquinga2018redec},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {La Carrera de Ingeniería en Electrónica y Redes de comunicación (CIERCOM) actualmente Carrera de Ingeniería en Telecomunicaciones (CITEL) de la Facultad de Ingeniería en Ciencias Aplicadas (FICA) de la Universidad Técnica del Norte (UTN) realiza seguimiento y acompañamiento académico a estudiantes con pérdida de semestre matriculados con segunda y tercera matrícula con el fin de disminuir el número de estudiantes con repitencia por semestre y mejorar el rendimiento académico de los estudiantes. La presente investigación realiza un estudio cualitativo, cuantitativo y descriptivo posterior a la elaboración de fichas de seguimiento a estudiantes con repitencia, como fase inicial se analiza la muestra de 15 estudiantes con 2da. matrícula asignados a una docente de la carrera de Ingeniería en Electrónica y Redes de Comunicación (CIERCOM) con el fin de determinar las principales causas de repitencia considerando factores familiares, económicos, sociológicos del estudiante por una parte mientras que por otra el proceso de enseñanza-aprendizaje del profesor en el periodo académico Marzo 2016 – Agosto 2016.},\n bibtype = {inproceedings},\n author = {Umaquinga-Criollo, Ana C and Vinueza, Edgar Jaramillo D},\n editor = {UTN, undefined},\n booktitle = {Rol de la Educación Superior frente a los desafíos sociales.}\n}

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\n \n\n \n \n \n \n \n \n Medical dispenser of control and monitoring services for the elderly health care institute hogar del anciano “San Vicente de Paúl” from atuntaqui (Ecuador).\n \n \n \n \n\n\n \n Encalada-Grijalva, M., T.; Narváez-Pupiales, S., K.; Umaquinga-Criollo, A., C.; Suárez-Zambrano, L., E.; and Peluffo-Ordóñez, D., H.\n\n\n \n\n\n\n Revista Ibérica de Sistemas e Tecnologias de Informação., 2019(E19): 595-607. 2019.\n \n\n\n\n
\n\n\n\n \n \n $\"Medical$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {Medical dispenser of control and monitoring services for the elderly health care institute hogar del anciano “San Vicente de Paúl” from atuntaqui (Ecuador)},\n type = {article},\n year = {2019},\n keywords = {Adultos mayores,Arduino,Base de Datos,Dispensador Electrónico,MySQL},\n pages = {595-607},\n volume = {2019},\n websites = {https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069226730&amp;amp;partnerID=40&amp;amp;md5=47b09604229078717e7fb0d094134ab8},\n id = {a727ef66-9fad-30b6-8953-bf796b1d49ca},\n created = {2020-09-02T16:18:08.880Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:13.850Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Encalada2019},\n source_type = {article},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Abstract: Aging is a stage of life of the human being that presents psychological, social, physiological changes, as well as the deterioration of their physical capacities. Elderly Home “San Vicente de Paúl” of the city of Atuntaqui (Ecuador), older adults take medicines to treat diseases such as high blood pressure, osteoarthritis, osteoporosis, cognitive deterioration, depression, hypothyroidism, gastritis, anemia, among others. The medical staff, because they do not keep a record of the dosage of medications in the pre-established hours, has caused delays, omissions in the same and a decline in their health status. The present research designs and develops an embedded system to control and monitor the supply of medicines through two types of notifications to the medical department: In the first instance, by sending text messages via GSM; in the absence of a response, the second notification is issued by means of a voice call to the nurse on duty in order to safeguard the adequate intake of medicine and comply fully with the treatments prescribed by the doctor and improve the quality of life of the adult higher. Resumen: El envejecimiento es una etapa de vida del ser humano que presenta cambios psicológicos, sociales, fisiológicos, así como el deterioro de sus capacidades físicas. En el Hogar del Anciano “San Vicente de Paúl” de la ciudad de Atuntaqui (Ecuador), los adultos mayores toman medicinas para tratar enfermedades como: la hipertensión arterial, artrosis, osteoporosis, deterioro cognitivo, depresión, hipotiroidismo, gastritis, anemia, entre otras. El personal médico al no llevar un registro de la posología de medicamentos en los horarios preestablecidos ha ocasionado retrasos, omisiones en los mismos y recaídas en su estado de salud. La presente investigación diseña y desarrolla un sistema embebido para controlar y monitorear el suministro de medicinas mediante dos tipos de notificaciones al departamento médico: en primera instancia por el envío de mensajes de texto vía GSM; al no existir respuesta se emite la segunda notificación por medio de una llamada de voz a la enfermera de turno con la finalidad de precautelar la ingesta adecuada de medicina y cumplir a cabalidad con los tratamientos prescritos por el médico y mejorar la calidad de vida del adulto mayor.},\n bibtype = {article},\n author = {Encalada-Grijalva, M T and Narváez-Pupiales, S K and Umaquinga-Criollo, A C and Suárez-Zambrano, L E and Peluffo-Ordóñez, D H},\n journal = {Revista Ibérica de Sistemas e Tecnologias de Informação.},\n number = {E19}\n}

\n\n\n

\n Abstract: Aging is a stage of life of the human being that presents psychological, social, physiological changes, as well as the deterioration of their physical capacities. Elderly Home “San Vicente de Paúl” of the city of Atuntaqui (Ecuador), older adults take medicines to treat diseases such as high blood pressure, osteoarthritis, osteoporosis, cognitive deterioration, depression, hypothyroidism, gastritis, anemia, among others. The medical staff, because they do not keep a record of the dosage of medications in the pre-established hours, has caused delays, omissions in the same and a decline in their health status. The present research designs and develops an embedded system to control and monitor the supply of medicines through two types of notifications to the medical department: In the first instance, by sending text messages via GSM; in the absence of a response, the second notification is issued by means of a voice call to the nurse on duty in order to safeguard the adequate intake of medicine and comply fully with the treatments prescribed by the doctor and improve the quality of life of the adult higher. Resumen: El envejecimiento es una etapa de vida del ser humano que presenta cambios psicológicos, sociales, fisiológicos, así como el deterioro de sus capacidades físicas. En el Hogar del Anciano “San Vicente de Paúl” de la ciudad de Atuntaqui (Ecuador), los adultos mayores toman medicinas para tratar enfermedades como: la hipertensión arterial, artrosis, osteoporosis, deterioro cognitivo, depresión, hipotiroidismo, gastritis, anemia, entre otras. El personal médico al no llevar un registro de la posología de medicamentos en los horarios preestablecidos ha ocasionado retrasos, omisiones en los mismos y recaídas en su estado de salud. La presente investigación diseña y desarrolla un sistema embebido para controlar y monitorear el suministro de medicinas mediante dos tipos de notificaciones al departamento médico: en primera instancia por el envío de mensajes de texto vía GSM; al no existir respuesta se emite la segunda notificación por medio de una llamada de voz a la enfermera de turno con la finalidad de precautelar la ingesta adecuada de medicina y cumplir a cabalidad con los tratamientos prescritos por el médico y mejorar la calidad de vida del adulto mayor.\n

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\n \n\n \n \n \n \n \n \n Estudio analítico y situacional de los factores relacionados con la deserción estudiantil en el Instituto Superior Tecnológico \"Ibarra\" (ISTI).\n \n \n \n \n\n\n \n Yépez, J., A.; and Umaquinga, A., C.\n\n\n \n\n\n\n In Memorias ACOFI Retos en la Formación de Ingenieros en la era digital, 2019. \n \n\n\n\n
\n\n\n\n \n \n $\"Estudio$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Estudio analítico y situacional de los factores relacionados con la deserción estudiantil en el Instituto Superior Tecnológico "Ibarra" (ISTI)},\n type = {inproceedings},\n year = {2019},\n keywords = {ISTI,calidad de la educación superior,deserción educación superior,deserción estudiantil,rendimiento académico},\n websites = {https://acofipapers.org/index.php/eiei/article/view/103},\n id = {59e3594a-9824-3f6e-9f77-d6e25d2a5ae8},\n created = {2020-09-02T16:18:09.006Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:12.730Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {yepez2019},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {El Instituto Tecnológico Superior Ibarra (ITSI) es una Institución de Educación Superior de derecho privado ubicado en la ciudad de Ibarra-Ecuador, es una institución acreditada en la categoría "A" de los Institutos Técnicos Tecnológicos del país, es reconocido por la Secretaría Nacional de Educación Superior, Ciencia, Tecnología e Innovación SENECYT del Ecuador, cuenta con tres carreras de estudio: Tecnologías en Desarrollo de Software; Diseño Gráfico; Redes y Telecomunicaciones, en tres horarios diurno, vespertino y nocturno al servicio La deserción estudiantil es una realidad no ajena para esta institución. La presente investigación presenta el estudio y resultados de una investigación descriptiva, exploratoria y cuantitativa en la que se identifica y analiza los factores causantes de la deserción estudiantil en esta institución, tras la toma de datos resultantes en una encuesta propuesta a los 205 estudiantes matriculados en el periodo actual de estudio con el fin aportar en la toma de decisiones en la consecución de soluciones para este problema crítico presente en las instituciones del país y del mundo .},\n bibtype = {inproceedings},\n author = {Yépez, Julio Arcesio and Umaquinga, Ana Cristina},\n booktitle = {Memorias ACOFI Retos en la Formación de Ingenieros en la era digital}\n}

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\n \n 2018\n \n \n (9)\n \n \n

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\n \n\n \n \n \n \n \n \n Advances in Homotopy Applied to Object Deformation.\n \n \n \n \n\n\n \n Salazar-Castro, J., A.; Umaquinga-Criollo, A., C.; Cruz-Cruz, L., D.; Alpala-Alpala, L., O.; González-Castaño, C.; Becerra-Botero, M., A.; Peluffo-Ordóñez, D., H.; and Castellanos-Domínguez, C., G.\n\n\n \n\n\n\n Volume 10814 LNBI . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 231-242. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Lecture$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 3 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2018},\n keywords = {Homotopy,Object deformation,Smooth transitions,Transcendental functions},\n pages = {231-242},\n volume = {10814 LNBI},\n websites = {http://link.springer.com/10.1007/978-3-319-78759-6_22},\n id = {953d99f3-33c2-3b47-af21-89c51aaa1048},\n created = {2018-05-13T23:13:05.765Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:03.211Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {false},\n hidden = {false},\n citation_key = {Salazar-Castro2018a},\n private_publication = {false},\n abstract = {This work explores novel alternatives to conventional linear homotopy to enhance the quality of resulting transitions from object deformation applications. Studied/introduced approaches extend the linear mapping to other representations that provides smooth transitions when deforming objects while homotopy conditions are fulfilled. Such homotopy approaches are based on transcendental functions (TFH) in both simple and parametric versions. As well, we propose a variant of an existing quality indicator based on the ratio between the coefficients curve of resultant homotopy and that of a less-realistic, reference homotopy. Experimental results depict the effect of proposed TFH approaches regarding its usability and benefit for interpolating images formed by homotopic objects with smooth changes.},\n bibtype = {inbook},\n author = {Salazar-Castro, Jose Alejandro and Umaquinga-Criollo, Ana Cristina and Cruz-Cruz, Lilian Dayana and Alpala-Alpala, Luis Omar and González-Castaño, Catalina and Becerra-Botero, Miguel A. and Peluffo-Ordóñez, Diego Hernán and Castellanos-Domínguez, Cesar Germán},\n doi = {10.1007/978-3-319-78759-6_22},\n chapter = {Advances in Homotopy Applied to Object Deformation},\n title = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}\n}

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\n \n\n \n \n \n \n \n \n Sistema embebido orientado a bebés en etapa de gateo para prevención de accidentes aplicado en un textil inteligente.\n \n \n \n \n\n\n \n Chico Morales, I., J.; Narváez Pupiales, S., K.; Umaquinga Criollo, A., C.; and Rosero Montalvo, P., D.\n\n\n \n\n\n\n Enfoque UTE, 9(1): 217-225. 3 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Sistema$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{\n title = {Sistema embebido orientado a bebés en etapa de gateo para prevención de accidentes aplicado en un textil inteligente},\n type = {article},\n year = {2018},\n pages = {217-225},\n volume = {9},\n websites = {https://ingenieria.ute.edu.ec/enfoqueute/index.php/revista/article/view/281},\n month = {3},\n day = {30},\n id = {9a08701e-a8ce-398e-9f18-a6376d67899e},\n created = {2018-05-14T01:20:05.965Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:01.549Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {ChicoMorales2018},\n private_publication = {false},\n abstract = {El gateo de los bebés es la forma de descubrir y aprender sus funciones motoras, cognitivas, sociales, emocionales, entre otros. Debido a esto, los infantes se exponen a diferentes peligros como: caídas, quemaduras, lesiones corporales entre las más comunes, donde el hogar es el lugar de mayores incidentes. Debido a lo antes expuesto, la presente investigación se enfoca en el desarrollo de un sistema embebido dentro de un textil inteligente que permita advertir y prevenir accidentes. El sistema se encuentra en una prenda de vestir en forma de arnés que cuentan con una conexión con rodilleras de gateo con sensores magnéticos. Estos elementos son los encargados de detectar cintas de seguridad magnéticas colocadas previamente en lugares de mayor peligro en el hogar. Como resultado, el sistema emite una alerta con un tiempo de reacción de 7,6 segundos, después de ser activado el sistema.},\n bibtype = {article},\n author = {Chico Morales, Inti Javier and Narváez Pupiales, Sandra Karina and Umaquinga Criollo, Ana Cristina and Rosero Montalvo, Paul David},\n doi = {10.29019/enfoqueute.v9n1.281},\n journal = {Enfoque UTE},\n number = {1}\n}

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\n \n\n \n \n \n \n \n \n Air Quality Monitoring Intelligent System Using Machine Learning Techniques.\n \n \n \n \n\n\n \n Rosero-Montalvo, P., D.; Caraguay-Procel, J., A.; Jaramillo, E., D.; Michilena-Calderon, J., M.; Umaquinga-Criollo, A., C.; Mediavilla-Valverde, M.; Ruiz, M., A.; Beltran, L., A.; and Peluffo, D., H.\n\n\n \n\n\n\n In 2018 International Conference on Information Systems and Computer Science (INCISCOS), volume 2018-Decem, pages 75-80, 11 2018. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Air$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Air Quality Monitoring Intelligent System Using Machine Learning Techniques},\n type = {inproceedings},\n year = {2018},\n keywords = {Air quality,Intelligent system,Monitoring system},\n pages = {75-80},\n volume = {2018-Decem},\n websites = {https://ieeexplore.ieee.org/document/8564511/},\n month = {11},\n publisher = {IEEE},\n id = {aaaeb5a9-3ab7-3bf7-adbc-9445ca70fdb3},\n created = {2020-03-02T18:54:43.300Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:14.144Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {false},\n hidden = {false},\n citation_key = {Rosero-Montalvo2018},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Environment monitoring is so important because it is based on the first right of people, life and health. For this reason, this system monitoring air quality with different sensor nodes in the Ibarra that evaluate the parameters of CO2, NOx, UV Light, Temperature and Humidity. The data analysis through machine learning algorithms allow the system to classify autonomously if a certain geographical location is exceeding the established emission limits of gases. As a result, the k-Nearest Neighbor algorithm presented a great classification performance when selecting the most contaminated sectors.},\n bibtype = {inproceedings},\n author = {Rosero-Montalvo, Paul D. and Caraguay-Procel, Jorge A. and Jaramillo, Edgar D. and Michilena-Calderon, Jaime M. and Umaquinga-Criollo, Ana C. and Mediavilla-Valverde, Mario and Ruiz, Miguel A. and Beltran, Luis A. and Peluffo, Diego H.},\n doi = {10.1109/INCISCOS.2018.00019},\n booktitle = {2018 International Conference on Information Systems and Computer Science (INCISCOS)}\n}

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\n\n\n

\n \n\n \n \n \n \n \n \n A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction.\n \n \n \n \n\n\n \n Salazar-Castro, J., A.; Rosero-Montalvo, P., D.; Peña-Unigarro, D., F.; Umaquinga-Criollo, A., C.; Castillo-Marrero, Z.; Revelo-Fuelagán, E., J.; Peluffo-Ordóñez, D., H.; and Castellanos-Domínguez, C., G.\n\n\n \n\n\n\n Volume 10878 LNCS . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 557-567. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"Lecture$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2018},\n keywords = {Data visualization,Dimensionality reduction,Interactive interface,Pairwise similarity},\n pages = {557-567},\n volume = {10878 LNCS},\n websites = {http://link.springer.com/10.1007/978-3-319-92537-0_64},\n id = {b1fd8f05-3330-317a-8515-78c4e9437983},\n created = {2020-03-02T18:54:43.411Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:33:58.957Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {false},\n hidden = {false},\n citation_key = {Salazar-Castro2018},\n private_publication = {false},\n abstract = {Dimensionality reduction (DR) methods are able to produce low-dimensional representations of an input data sets which may become intelligible for human perception. Nonetheless, most existing DR approaches lack the ability to naturally provide the users with the faculty of controlability and interactivity. In this connection, data visualization (DataVis) results in an ideal complement. This work presents an integration of DR and DataVis through a new approach for data visualization based on a mixture of DR resultant representations while using visualization principle. Particularly, the mixture is done through a weighted sum, whose weighting factors are defined by the user through a novel interface. The interface’s concept relies on the combination of the color-based and geometrical perception in a circular framework so that the users may have a at hand several indicators (shape, color, surface size) to make a decision on a specific data representation. Besides, pairwise similarities are plotted as a non-weighted graph to include a graphic notion of the structure of input data. Therefore, the proposed visualization approach enables the user to interactively combine DR methods, while providing information about the structure of original data, making then the selection of a DR scheme more intuitive.},\n bibtype = {inbook},\n author = {Salazar-Castro, Jose Alejandro and Rosero-Montalvo, Paul D. and Peña-Unigarro, Diego Fernando and Umaquinga-Criollo, Ana Cristina and Castillo-Marrero, Zenaida and Revelo-Fuelagán, Edgardo Javier and Peluffo-Ordóñez, Diego Hernán and Castellanos-Domínguez, César Germán},\n doi = {10.1007/978-3-319-92537-0_64},\n chapter = {A Novel Color-Based Data Visualization Approach Using a Circular Interaction Model and Dimensionality Reduction},\n title = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}\n}

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\n \n\n \n \n \n \n \n \n Provisión de Mecanismos de Calidad de Servicio (QoS) para WLANs Unificadas. Provision of Quality of Service (QoS) Mechanisms for Unified WLANs.\n \n \n \n \n\n\n \n Narvaez-Pupiales, S., K.; Criollo, A., C., U.; and Echeverria, T., K., S., ;.\n\n\n \n\n\n\n In de Nariño, U., editor(s), El papel de la Ingeniería en tiempos de construcción de paz y buen vivir, pages 184-192, 2018. Universidad de Nariño\n \n\n\n\n
\n\n\n\n \n \n $\"Provisión$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Provisión de Mecanismos de Calidad de Servicio (QoS) para WLANs Unificadas. Provision of Quality of Service (QoS) Mechanisms for Unified WLANs},\n type = {inproceedings},\n year = {2018},\n keywords = {Access Categories,Access Points,Calidad de Servicio,Categorías de Acceso,Puntos de Acceso,Quality of Service,WLAN,cobertura,coverage},\n pages = {184-192},\n websites = {https://www.researchgate.net/publication/336749747_PROVISION_DE_MECANISMOS_DE_CALIDAD_DE_SERVICIO_QoS_PARA_WLANs_UNIFICADAS},\n publisher = {Universidad de Nariño},\n id = {87b4518f-c4be-3c2c-a0f1-4e20b7102817},\n created = {2020-09-02T16:18:07.332Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:14.698Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {narvaezb},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Resumen: \nEl presente trabajo destacó la importancia de gestionar, optimizar los recursos y performance de las WLANs unificadas, con el objetivo principal de potenciar el acceso a la información de los diferentes entes del quehacer diario tanto para instituciones de carácter público o privado. De manera que las necesidades actuales de movilidad y capacidad de los usuarios requiere una especial atención para el fortalecimiento de la infraestructura inalámbrica y de los recursos de red traducidos en una prestación de servicios de mejor calidad que pueden ser potenciados a través del análisis e implementación de mecanismos de QoS WLAN, sin dejar de lado las consideraciones de diseño, planficación y tecnología robusta que estén en la capacidad de solventar o satisfacer la demanda actual de aplicaciones críticas y en tiempo real. \n\nInicialmente, el estándar que define las WLANs (IEEE 802.11) no consideraba mecanismos de calidad de servicio, pero a raíz de solventar las necesidades aparece la variante 802.11e para dar fin a los inconvenientes presentados en este tipo de infraestructuras debido a la evolución y convergencia de los servicios. Es por eso que este estudio pretende dar a conocer los lineamientos y recomendaciones fundamentales para el despliegue de Calidad de Servicio en las redes inalámbricas de área Local. \n\n\nAbstract: \n\nThis paper highlights the importance of managing, optimizing the resources and performance of unified WLANs. The main objective is related with the access to information of the different entities of the daily task both public or private institutions. Thereby, the current mobility and capacity needs of users require special attention for the strengthening of the wireless infrastructure and network resources translated into a provision of better quality services that can be enhanced through the analysis and implementation of WLAN QoS mechanisms, without leaving aside the consideration of design, planning and robust technology which are able to satisfy the current demand of critical applications in real time. \n\nInitially, the standard that defines the WLANs (IEEE 802.11) did not consider quality of service mechanisms, but as a result of solving the needs, the 802.11e variant appears to put an end to the inconveniences presented in this type of infrastructure due to the evolution and convergence of services. That is why this study aims to publicize the fundamental guidelines and recommendations for the deployment of Quality of Service in local area wireless networks.},\n bibtype = {inproceedings},\n author = {Narvaez-Pupiales, Sandra Karina and Criollo, Ana Cristina Umaquinga and Echeverria, Tatyana Katherine Saltos ;},\n editor = {de Nariño, Universidad},\n booktitle = {El papel de la Ingeniería en tiempos de construcción de paz y buen vivir}\n}

\n\n\n

\n Resumen: \nEl presente trabajo destacó la importancia de gestionar, optimizar los recursos y performance de las WLANs unificadas, con el objetivo principal de potenciar el acceso a la información de los diferentes entes del quehacer diario tanto para instituciones de carácter público o privado. De manera que las necesidades actuales de movilidad y capacidad de los usuarios requiere una especial atención para el fortalecimiento de la infraestructura inalámbrica y de los recursos de red traducidos en una prestación de servicios de mejor calidad que pueden ser potenciados a través del análisis e implementación de mecanismos de QoS WLAN, sin dejar de lado las consideraciones de diseño, planficación y tecnología robusta que estén en la capacidad de solventar o satisfacer la demanda actual de aplicaciones críticas y en tiempo real. \n\nInicialmente, el estándar que define las WLANs (IEEE 802.11) no consideraba mecanismos de calidad de servicio, pero a raíz de solventar las necesidades aparece la variante 802.11e para dar fin a los inconvenientes presentados en este tipo de infraestructuras debido a la evolución y convergencia de los servicios. Es por eso que este estudio pretende dar a conocer los lineamientos y recomendaciones fundamentales para el despliegue de Calidad de Servicio en las redes inalámbricas de área Local. \n\n\nAbstract: \n\nThis paper highlights the importance of managing, optimizing the resources and performance of unified WLANs. The main objective is related with the access to information of the different entities of the daily task both public or private institutions. Thereby, the current mobility and capacity needs of users require special attention for the strengthening of the wireless infrastructure and network resources translated into a provision of better quality services that can be enhanced through the analysis and implementation of WLAN QoS mechanisms, without leaving aside the consideration of design, planning and robust technology which are able to satisfy the current demand of critical applications in real time. \n\nInitially, the standard that defines the WLANs (IEEE 802.11) did not consider quality of service mechanisms, but as a result of solving the needs, the 802.11e variant appears to put an end to the inconveniences presented in this type of infrastructure due to the evolution and convergence of services. That is why this study aims to publicize the fundamental guidelines and recommendations for the deployment of Quality of Service in local area wireless networks.\n

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\n \n\n \n \n \n \n \n \n ¿La canción del pollito pío en clase de programación?.\n \n \n \n \n\n\n \n Umaquinga, A., C.\n\n\n \n\n\n\n Para el Aula, (28): 36-37. 2018.\n \n\n\n\n
\n\n\n\n \n \n $\"¿La$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {¿La canción del pollito pío en clase de programación?},\n type = {article},\n year = {2018},\n keywords = {Universidad Técnica del Norte,herencia,motivación,pollito pío,programación},\n pages = {36-37},\n websites = {https://issuu.com/usfq/docs/para_el_aula_ed-28_digital/36},\n id = {5606c1fc-d4a6-3281-8773-ac976423f025},\n created = {2020-09-02T16:18:07.471Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:00.383Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {umaquinga2018sfd},\n source_type = {article},\n notes = {Revista http://www.usfq.edu.ec/publicaciones/para_el_aula/Paginas/revistas/paraelaula28.aspx},\n private_publication = {false},\n abstract = {Testimonio de una orgullosa profesora de Programación Orientada a Objetos de la carrera de Ingeniería en Electrónica y Redes de Comunicación de la Universidad Técnica del Norte, cuyos alumnos utilizaron canciones conocidas y populares para explicar y entender el tema de “herencia” en clase, así como practicar el trabajo en equipo.},\n bibtype = {article},\n author = {Umaquinga, A. C.},\n editor = {de de Quito, IDEA Instituto Enseñanza Aprendizaje. Universidad San Francisco},\n journal = {Para el Aula},\n number = {28}\n}

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\n \n\n \n \n \n \n \n \n Presupuesto participativo, inclusión y desarrollo social en el Municipio de Cotacachi, en el período 2001 – 2008.\n \n \n \n \n\n\n \n Saltos-Echeverría, T., K.; Umaquinga-Criollo, A., C.; and Narváez-Pupiales, S., K.\n\n\n \n\n\n\n In REDU, editor(s), REDU VI Memorias del Congreso, volume VI, pages 199, 2018. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Presupuesto$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Presupuesto participativo, inclusión y desarrollo social en el Municipio de Cotacachi, en el período 2001 – 2008},\n type = {inproceedings},\n year = {2018},\n keywords = {: Democracia Participativa,Cotacachi,Desarrollo Local Inclusivo,Presupuesto Participativo,legitimidad},\n pages = {199},\n volume = {VI},\n websites = {https://issuu.com/utnuniversity/docs/ebook_memorias_del_vi_congreso_redu},\n publisher = {UTN},\n id = {0aa86b62-d88b-3c25-917d-522e6191d241},\n created = {2020-09-02T16:18:08.305Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:14.425Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {saltosb12018},\n source_type = {inproceedings},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {En esta investigación se presenta el caso de estudio del proceso de implementación del Presupuesto Participativo en el cantón Cotacachi entre los periodos 2001 y 2008. Se aborda la formalización del presupuesto como un instrumento o herramienta para fortalecer la Democracia Participativa. Este estudio presenta el mecanismo por el cual el Presupuesto Participativo opera en el cantón, describiendo el proceso metodológico implementado a través de los diferentes espacios de análisis, priorización y concertación de las obras y proyectos que aportan al desarrollo local inclusivo, equitativo, solidario y con justicia social. Finalmente, se presentan los resultados obtenidos de los cambios democráticos y participativos introducidos en Cotacachi, gracias a la aplicación del modelo de gestión participativo. \nPalabras clave: Democracia Participativa, Presupuesto Participativo, Legitimidad, Desarrollo Local Inclusivo, Cotacachi. \n\nAbstract \n\nThis research presents the case study of the Participatory Budget’s implementation process in Cotacachi between 2001 and 2008. The budget was formalized as an instrument or tool to strengthen the Participative Democracy. This paper presents the mechanism by which the Participatory Budget operates in the town, describing the methodological process implemented through the different spaces of analysis, prioritization and coordination of the works and projects that contribute to inclusive, equitable, supportive, and socially just local development. Finally, it presents the results obtained from the democratic and participative changes, thanks to the application of the participatory management model. \nKeywords: Participative Democracy, Participative Budget, Legitimacy, inclusive local development, Cotacachi.},\n bibtype = {inproceedings},\n author = {Saltos-Echeverría, Tatyana K and Umaquinga-Criollo, Ana C and Narváez-Pupiales, Sandra K},\n editor = {REDU, undefined},\n booktitle = {REDU VI Memorias del Congreso}\n}

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\n \n\n \n \n \n \n \n \n El aprendizaje automático: Importancia, avances, técnicas y aplicaciones. Machine learning: Importance, advances, techniques and applications.\n \n \n \n \n\n\n \n Umaquinga-Criollo, A., C.; Suárez-Zambrano, L., E.; and Oña-Rocha, O., R.\n\n\n \n\n\n\n In de Nariño, U., editor(s), pages 176-186, 2018. Universidad de Nariño\n \n\n\n\n
\n\n\n\n \n \n $\"El$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {El aprendizaje automático: Importancia, avances, técnicas y aplicaciones. Machine learning: Importance, advances, techniques and applications},\n type = {inproceedings},\n year = {2018},\n keywords = {Aplicaciones de Aprendizaje Automático,Aprendizaje Automático,Aprendizaje Supervisado,Aprendizaje no-Supervisado,Artificial Intelligence,Inteligencia Artificial,Machine Learning,Machine Learning Applications,Supervised Learning,Unsupervised Learning},\n pages = {176-186},\n websites = {https://www.researchgate.net/publication/336749930_El_aprendizaje_automatico_Importancia_avances_tecnicas_y_aplicaciones_Machine_learning_Importance_advances_techniques_and_applications},\n publisher = {Universidad de Nariño},\n id = {63a2295d-0a2a-39d5-b752-46ae3c644adc},\n created = {2020-09-02T16:18:09.282Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:14.968Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {umaquinga2018b},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Resumen \n\nEste trabajo presenta un estudio descriptivo de las técnicas de aprendizaje automático llamado machine learning, enfocándose en las técnicas de aprendizaje supervisado y no supervisado, con la presentación de las técnicas exitosas para determinados casos de estudio, experimentación y puesta en producción. \n\nEsta investigación pretende ser de aporte a la comunidad científica y empresarial, principalmente investigadores que inician y quienes experimentan sus estudios en análisis comparativos en esta área de vital importancia. \nEste trabajo es de tipo investigativo, documental y exploratorio. Se realiza un recorrido por los principales tipos de aprendizaje automático, avances y proyectos enfocados a Inteligencia Artificial. \n\nAbstract \n\nThis paper presents a descriptive study of machine learning techniques called machine learning, focusing on supervised and unsupervised learning techniques, with the presentation of successful techniques for specific cases of study, experimentation and production. \n\nThis research aims to be of contribution to the scientific and business community, mainly researchers who initiate and who experience their studies in comparative analysis in this area of vital importance. \n\nThis work is of investigative, documentary and exploratory type. A tour through the main types of machine learning, advances and projects focused on Artificial Intelligence.},\n bibtype = {inproceedings},\n author = {Umaquinga-Criollo, Ana Cristina and Suárez-Zambrano, Luis Edilberto and Oña-Rocha, Omar Ricardo},\n editor = {de Nariño, Universidad}\n}

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\n \n\n \n \n \n \n \n Electrónica Educativa que promueve el desarrollo de las habilidades motoras gruesas básicas en niños de edad temprana.\n \n \n \n\n\n \n Anrrango, A.; Criollo, A., U., C.; and R., O., O.\n\n\n \n\n\n\n In GESTIÓN, CALIDAD Y DESARROLLO EN LAS FACULTADES DE INGENIERÍA, 2018. \n \n\n\n\n
\n\n\n\n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Electrónica Educativa que promueve el desarrollo de las habilidades motoras gruesas básicas en niños de edad temprana},\n type = {inproceedings},\n year = {2018},\n keywords = {Motricidad gruesa,dispositivos electrónicos,enseñanza lúdica,innovación tecnológica,metodologías lúdicas},\n institution = {Asociación Colombiana de Facultades de Ingeniería},\n id = {339a93cc-b802-3392-8a85-a64ac7adbf54},\n created = {2020-09-02T16:18:09.571Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:00.652Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Anrrango2018},\n source_type = {conference},\n private_publication = {false},\n abstract = {La motricidad se define como "el control que el niño(a) es capaz de tener sobre su propio cuerpo".(Madrona, Jordán, & Barreto, 2008) El desarrollo de las habilidades motoras gruesas a temprana edad en los niños de 3 a 6 años involucra el movimiento de los músculos largos de su cuerpo, incrementa la conciencia de su actividad muscular como el correr, brincar, promueve el desarrollo del sistema nervioso vestibular, así como su confianza y el dominio de su entorno espacial. Entre los métodos de enseñanza-aprendizaje para este rango de edades se encuentra el aprendizaje lúdico como los métodos: Educación personalizada, Agazzi que se enfoca al desarrollo de la vista, el Fröebeliano aporta al desarrollo para el oído y audición, mientras que, el Montessori se orienta al control postural y equilibrio, los mismos que, tienen como característica principal el juego, ya que genera en ellos un mejor uso de sus emociones y comportamientos, reduciendo su estrés y convirtiéndose un incentivo para aprender. Según (Piaget & Inhelder, 1997) "El conocimiento no se obtiene de los objetos sino de las acciones que realice sobre los objetos", en consecuencia, la aplicación de métodos lúdicos de enseñanza-aprendizaje mediante el uso de la tecnología, como dispositivos electrónicos y TICs pretende lograr dicha meta. En este contexto, la implementación de dispositivos electrónicos entre ellos prototipos electrónicos como recursos que faciliten el aprendizaje y enseñanza lúdicos, pretende contribuir a los beneficios significativos sobre la enseñanza tradicional. Abstract Motor skills are defined as "the control that the child is able to have on his own body." (Madrona, Jordán, & Barreto, 2008) The development of gross motor skills at an early age in children aged 3 to 6 years involves the movement of the long muscles of their body, increases the awareness of their muscular activity such as running, jumping, promotes the development of the vestibular nervous system, as well as their confidence and the control of their space environment. Among the methods of teaching and learning for this age range is ludic learning as the methods: Personalized education, Agazzi that focuses on the development of sight, the Fröebeliano contributes to the development for hearing and hearing, while the Montessori it is oriented to postural control and balance, the same ones that have the main characteristic of the game, since it generates in them a better use of their emotions and behaviors, reducing their stress and becoming an incentive to learn. According to (Piaget & Inhelder, 1997) "Knowledge is not obtained from the objects but from the actions that are performed on the objects", consequently, the application of playful methods of teaching and learning through the use of technology, such as electronic devices and ICTs aims to achieve that goal. In this context, the implementation of electronic devices including electronic prototypes as resources that facilitate ludic learning and teaching, aims to contribute to the significant benefits of traditional teaching. This study is descriptive, it covers the main approaches in the aspect of play methods and their application, as well as the results of these proposals, in order to be a base material or reference for future research in the area.},\n bibtype = {inproceedings},\n author = {Anrrango, Ariana and Criollo, Ana Umaquinga C and R., Omar Oña},\n booktitle = {GESTIÓN, CALIDAD Y DESARROLLO EN LAS FACULTADES DE INGENIERÍA}\n}

\n\n\n

\n La motricidad se define como \"el control que el niño(a) es capaz de tener sobre su propio cuerpo\".(Madrona, Jordán, & Barreto, 2008) El desarrollo de las habilidades motoras gruesas a temprana edad en los niños de 3 a 6 años involucra el movimiento de los músculos largos de su cuerpo, incrementa la conciencia de su actividad muscular como el correr, brincar, promueve el desarrollo del sistema nervioso vestibular, así como su confianza y el dominio de su entorno espacial. Entre los métodos de enseñanza-aprendizaje para este rango de edades se encuentra el aprendizaje lúdico como los métodos: Educación personalizada, Agazzi que se enfoca al desarrollo de la vista, el Fröebeliano aporta al desarrollo para el oído y audición, mientras que, el Montessori se orienta al control postural y equilibrio, los mismos que, tienen como característica principal el juego, ya que genera en ellos un mejor uso de sus emociones y comportamientos, reduciendo su estrés y convirtiéndose un incentivo para aprender. Según (Piaget & Inhelder, 1997) \"El conocimiento no se obtiene de los objetos sino de las acciones que realice sobre los objetos\", en consecuencia, la aplicación de métodos lúdicos de enseñanza-aprendizaje mediante el uso de la tecnología, como dispositivos electrónicos y TICs pretende lograr dicha meta. En este contexto, la implementación de dispositivos electrónicos entre ellos prototipos electrónicos como recursos que faciliten el aprendizaje y enseñanza lúdicos, pretende contribuir a los beneficios significativos sobre la enseñanza tradicional. Abstract Motor skills are defined as \"the control that the child is able to have on his own body.\" (Madrona, Jordán, & Barreto, 2008) The development of gross motor skills at an early age in children aged 3 to 6 years involves the movement of the long muscles of their body, increases the awareness of their muscular activity such as running, jumping, promotes the development of the vestibular nervous system, as well as their confidence and the control of their space environment. Among the methods of teaching and learning for this age range is ludic learning as the methods: Personalized education, Agazzi that focuses on the development of sight, the Fröebeliano contributes to the development for hearing and hearing, while the Montessori it is oriented to postural control and balance, the same ones that have the main characteristic of the game, since it generates in them a better use of their emotions and behaviors, reducing their stress and becoming an incentive to learn. According to (Piaget & Inhelder, 1997) \"Knowledge is not obtained from the objects but from the actions that are performed on the objects\", consequently, the application of playful methods of teaching and learning through the use of technology, such as electronic devices and ICTs aims to achieve that goal. In this context, the implementation of electronic devices including electronic prototypes as resources that facilitate ludic learning and teaching, aims to contribute to the significant benefits of traditional teaching. This study is descriptive, it covers the main approaches in the aspect of play methods and their application, as well as the results of these proposals, in order to be a base material or reference for future research in the area.\n

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\n \n 2017\n \n \n (16)\n \n \n

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\n \n\n \n \n \n \n \n \n Reflexión sobre el trastorno por déficit de atención/hiperactividad en niños: Perspectiva psicopedagógica, neuropsicológica y neurofisiológica.\n \n \n \n \n\n\n \n Olmedo, G., N.; Armas, S., C., F.; Criollo, A., C., U.; Peluffo-Ordóñez, D., H.; and Castro-Cabrera, P., A.\n\n\n \n\n\n\n . 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Reflexión$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@article{\n title = {Reflexión sobre el trastorno por déficit de atención/hiperactividad en niños: Perspectiva psicopedagógica, neuropsicológica y neurofisiológica},\n type = {article},\n year = {2017},\n websites = {https://www.researchgate.net/publication/317872617_Reflexion_sobre_el_trastorno_por_deficit_de_atencionhiperactividad_en_ninos_Perspectiva_psicopedagogica_neuropsicologica_y_neuro},\n id = {2ee92103-9e4f-3419-a416-1a4b5db824ab},\n created = {2018-05-13T23:12:38.068Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:17.601Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Olmedo2017},\n source_type = {article},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n bibtype = {article},\n author = {Olmedo, Gabriela Narváez and Armas, Stefany Cristina Flores and Criollo, Ana Cristina Umaquinga and Peluffo-Ordóñez, Diego Hernán and Castro-Cabrera, Paola Alexandra}\n}

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\n \n\n \n \n \n \n \n \n Automatic motion segmentation via a cumulative kernel representation and spectral clustering.\n \n \n \n \n\n\n \n Oña-Rocha, O., R.; Sánchez-Manosalvas, O., T.; Umaquinga-Criollo, A., C.; Rosero-Montalvo, P., D.; Suárez-Zambrano, L., E.; Rodríguez-Sotelo, J., L.; and Peluffo-Ordóñez, D., H.\n\n\n \n\n\n\n In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), volume 10585 LNCS, pages 406-414, 2017. \n \n\n\n\n
\n\n\n\n \n \n $\"Automatic$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Automatic motion segmentation via a cumulative kernel representation and spectral clustering},\n type = {inproceedings},\n year = {2017},\n keywords = {Kernel spectral clustering,Motion segmentation,Time-varying data,Variable ranking},\n pages = {406-414},\n volume = {10585 LNCS},\n websites = {http://link.springer.com/10.1007/978-3-319-68935-7_44},\n id = {81ef2e23-d96e-336f-a4d9-62132549750a},\n created = {2018-05-13T23:13:05.765Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:02.937Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Ona-Rocha2017},\n private_publication = {false},\n abstract = {Dynamic or time-varying data analysis is of great interest in emerging and challenging research on automation and machine learning topics. In particular, motion segmentation is a key stage in the design of dynamic data analysis systems. Despite several studies have addressed this issue, there still does not exist a final solution highly compatible with subsequent clustering/classification tasks. In this work, we propose a motion segmentation compatible with kernel spectral clustering (KSC), here termed KSC-MS, which is based on multiple kernel learning and variable ranking approaches. Proposed KSC-MS is able to automatically segment movements within a dynamic framework while providing robustness to noisy environments.},\n bibtype = {inproceedings},\n author = {Oña-Rocha, O. R. and Sánchez-Manosalvas, O. T. and Umaquinga-Criollo, A. C. and Rosero-Montalvo, P. D. and Suárez-Zambrano, L. E. and Rodríguez-Sotelo, J. L. and Peluffo-Ordóñez, D. H.},\n doi = {10.1007/978-3-319-68935-7_44},\n booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}\n}

\n\n\n\n\n\n

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\n \n\n \n \n \n \n \n \n Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study.\n \n \n \n \n\n\n \n Rosero-Montalvo, P.; Peluffo-Ordonez, D., H.; Umaquinga, A.; Anaya, A.; Serrano, J.; Rosero, E.; Vasquez, C.; and Suarez, L.\n\n\n \n\n\n\n In 2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), volume 2017-Janua, pages 1-5, 10 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Prototype$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n\n\n\n

@inproceedings{\n title = {Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study},\n type = {inproceedings},\n year = {2017},\n pages = {1-5},\n volume = {2017-Janua},\n websites = {http://ieeexplore.ieee.org/document/8247530/},\n month = {10},\n publisher = {IEEE},\n id = {8890e6c4-6ef2-356d-8e84-69babf27b46c},\n created = {2020-03-02T18:54:43.266Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:02.651Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Rosero-Montalvo2017a},\n private_publication = {false},\n abstract = {© 2017 IEEE. This work presents a comparative study of prototype selection (PS) algorithms. Such a study is done over data-from-sensor acquired by an embedded system. Particularly, five flexometers are used as sensors, which are located inside a glove aimed to read sign language. Measures were taken to quantify the balance between classification performance and reduction training set data (QCR) with k neighbors equal to 3 and 1 to force the classifier (kNN) to the maximum. Two tests were used: (a)the QCR performance and (b) the embedded system decision in real proves. As result the Random Mutation Hill Climbing (RMHC) algorithm is considered the best option to choose in this data type with removed instances at 87% and classification performance at 82% in software tests, also the classifier kNN must be with k=3 to improve the classification performance. In a real situation, with the algorithm implemented. The system makes correct decisions at 81% with 5 persons doing sign language in real time.},\n bibtype = {inproceedings},\n author = {Rosero-Montalvo, Paul and Peluffo-Ordonez, Diego H. and Umaquinga, Ana and Anaya, Andres and Serrano, Jorge and Rosero, Edwin and Vasquez, Carlos and Suarez, Luis},\n doi = {10.1109/ETCM.2017.8247530},\n booktitle = {2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM)}\n}

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\n \n\n \n \n \n \n \n \n Data Visualization Using Interactive Dimensionality Reduction and Improved Color-Based Interaction Model.\n \n \n \n \n\n\n \n Rosero-Montalvo, P., D.; Peña-Unigarro, D., F.; Peluffo, D., H.; Castro-Silva, J., A.; Umaquinga, A.; and Rosero-Rosero, E., A.\n\n\n \n\n\n\n Volume 10338 LNCS . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pages 289-298. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Lecture$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2017},\n keywords = {Color-based model,Data visualization,Dimensionality reduction,Pairwise similarity},\n pages = {289-298},\n volume = {10338 LNCS},\n websites = {http://link.springer.com/10.1007/978-3-319-59773-7_30},\n id = {bf04f95b-9c79-3a23-9354-6f7237df69fb},\n created = {2020-03-02T18:54:43.430Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:02.375Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Rosero-Montalvo2017},\n private_publication = {false},\n abstract = {This work presents an improved interactive data visualization interface based on a mixture of the outcomes of dimensionality reduction (DR) methods. Broadly, it works as follows: The user can input the mixture weighting factors through a visual and intuitive interface with a primary-light-colors-based model (Red, Green, and Blue). By design, such a mixture is a weighted sum of the color tone. Additionally, the low-dimensional representation space produced by DR methods are graphically depicted using scatter plots powered via an interactive data-driven visualization. To do so, pairwise similarities are calculated and employed to define the graph to simultaneously be drawn over the scatter plot. Our interface enables the user to interactively combine DR methods by the human perception of color, while providing information about the structure of original data. Then, it makes the selection of a DR scheme more intuitive -even for non-expert users.},\n bibtype = {inbook},\n author = {Rosero-Montalvo, P. D. and Peña-Unigarro, D. F. and Peluffo, D. H. and Castro-Silva, J. A. and Umaquinga, A. and Rosero-Rosero, E. A.},\n doi = {10.1007/978-3-319-59773-7_30},\n chapter = {Data Visualization Using Interactive Dimensionality Reduction and Improved Color-Based Interaction Model},\n title = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)}\n}

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\n \n\n \n \n \n \n \n \n Base Legal o legitimidad en la aplicación de la Responsabilidad Social en las empresas ecuatorianas.\n \n \n \n \n\n\n \n Tatyana, S.; and Ana, U.\n\n\n \n\n\n\n Revista de Administración y Finanzas, 4(13): 44-52. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Base$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {Base Legal o legitimidad en la aplicación de la Responsabilidad Social en las empresas ecuatorianas},\n type = {article},\n year = {2017},\n keywords = {Responsabilidad Social Corporativa,legalidad,legitimidad},\n pages = {44-52},\n volume = {4},\n websites = {http://www.ecorfan.org/bolivia/researchjournals/Administracion_y_Finanzas/vol4num13/Revista_de _Administración_y_Finanzas_V4_N13_4.pdf},\n id = {584ccbcd-4fb9-3dab-8076-c87196f5e4db},\n created = {2020-09-02T16:18:04.669Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:16.359Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Saltosb2018},\n source_type = {article},\n notes = {Octubre-Diciembre 2017. Revista: http://www.ecorfan.org/bolivia/researchjournals/Administracion_y_Finanzas/vol4num13/Revista_de%20_Administraci%C3%B3n_y_Finanzas_V4_N13.pdf},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Esta investigación tiene como objetivo analizar la Responsabiliad social corporativa (RSC) desde los ámbitos de la legalidad y la legitimidad. Se pretende aportar con criterio de valor al debate sobre las acciones legítimas que sobrepasan los aspectos legales, fortalezcan la posición y competitividad de las empresas frente a sus grupos de interés. Para ello, se realiza un estudio de caso de 2 empresas que son parte del ranking de las mejores empresas del Ecuador listadas en la Revista Ekos durante el año 2016. Los resultados sugieren que existe un compromiso insitucionalizado de las empresas por mejorar las condiciones de los skateholders},\n bibtype = {article},\n author = {Tatyana, Saltos and Ana, Umaquinga},\n editor = {ECORFAN, undefined},\n journal = {Revista de Administración y Finanzas},\n number = {13}\n}

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\n \n\n \n \n \n \n \n \n Wearable Textil for Accident Prevention for Babies in Crawl Phase.\n \n \n \n \n\n\n \n Chico-Morales, I.; Narvaez-Pupiales, S.; Umaquinga-Criollo, A.; and Rosero-Montalvo, P., D.\n\n\n \n\n\n\n In IEEE, editor(s), 2017 International Conference on Information Systems and Computer Science (INCISCOS), pages 66-72, 11 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Wearable$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Wearable Textil for Accident Prevention for Babies in Crawl Phase},\n type = {inproceedings},\n year = {2017},\n keywords = {Arduino,IoT,Textil inteligente,accidentes de bebé,sensor magnético},\n pages = {66-72},\n websites = {https://ieeexplore.ieee.org/document/8328087/},\n month = {11},\n publisher = {IEEE},\n id = {fb424a20-085d-3104-a852-059f8f159f4f},\n created = {2020-09-02T16:18:04.957Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:33:59.256Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Chico2018},\n source_type = {conference},\n notes = {Electronic ISBN: 978-1-5386-2644-3. Print on Demand(PoD) ISBN: 978-1-5386-2645-0},\n private_publication = {false},\n abstract = {In the present investigation an electronic safety system is developed for babies in the stage of crawling, in order to alert a possible accident to the people who are in charge of their care in areas considered risky. The intelligent textile is integrated in a garment type harness that is connected to a crawling knee pads containing Magnetic Reed sensors, these are responsible for detecting the magnetic tapes previously placed in sites considered dangerous. These areas are chosen by quantifying the distance of the baby relative to its crawling speed; if the infant is in a possible accident zone, the system sends alert messages via an IoT platform. As a result of the system there is an average reaction time of 7.6 seconds with an average current consumption of 90 mA every approximately 12 seconds.},\n bibtype = {inproceedings},\n author = {Chico-Morales, I.J. and Narvaez-Pupiales, S.K. and Umaquinga-Criollo, A.C. and Rosero-Montalvo, P. D.},\n editor = {IEEE, undefined},\n doi = {10.1109/INCISCOS.2017.55},\n booktitle = {2017 International Conference on Information Systems and Computer Science (INCISCOS)}\n}

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\n \n\n \n \n \n \n \n \n Portal cautivo y seguridad en la implementación de un sistema de publicidad multimedia para dispositivos móviles en centros comerciales.\n \n \n \n \n\n\n \n Luis, S.; Ana, U.; Nelson, R.; and Edgar, J.\n\n\n \n\n\n\n In III JORNADAS ACADÉMICAS INTERNACIONALES CISIC 2017, pages 197-206, 2017. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Portal$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Portal cautivo y seguridad en la implementación de un sistema de publicidad multimedia para dispositivos móviles en centros comerciales},\n type = {inproceedings},\n year = {2017},\n keywords = {portal cautivo,publicidad digital,publicidad en dispositivosmóviles,publicidad multimedia,seguridad},\n pages = {197-206},\n websites = {https://www.researchgate.net/publication/318509442_PORTAL_CAUTIVO_Y_SEGURIDAD_EN_LA_IMPLEMENTACION_DE_UN_SISTEMA_DE_PUBLICIDAD_MULTIMEDIA_PARA_DISPOSITIVOS_MOVILES_EN_CENTROS_COMERCIALES},\n publisher = {UTN},\n id = {49f001e2-6ef0-323f-af79-99cd56864b17},\n created = {2020-09-02T16:18:04.996Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:02.092Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Suarez2018},\n source_type = {conference},\n private_publication = {false},\n abstract = {En la actualidad los nuevos canales para difusión publicitaria han evolucionado de tal manera que es posible usando dispositivos móviles interconectados acceder a ella en cualquier lugar. La publicidad digital, posee muchas ventajas en comparación con la publicidad impresa tradicional, siendo su impacto mayor hacia los usuarios y su efecto sobre el ambiente es positivo, pues ayuda a reducirel uso de papel, los costos de publicidad e impresión, contribuye con la reutilización, mejora la organización de material publicitario, la disponibilidad para difusión a multidispositivo, entre otros, con el fin de incrementar la atención del clientesobre el producto, servicio y lograr que lo utilice.En centros comerciales u otroslugares de masiva afluencia de personas, disponer de soluciones que regule el acceso a la red e internet a los usuarios y visitantes y además brinde seguridaden la conexión es algo muy importante. El presente trabajo de investigación se enfoca al diseño de un portal cautivo y establecimiento de políticas de seguridad aplicados a la publicidad digital hacia dispositivos móviles en el centro comercial Laguna Mall de la ciudad de Ibarra. Un gran porcentaje de locales de este centro comercial utilizan por unaparte publicidad impresaque supone requerir de recurso humano para su difusión. El estudio propone utilizar un sistema de publicidad multimedia orientado a dispositivos móviles cuyo control de acceso de usuarios esté dado a través deun portal cautivo, con el fin de optimizar el uso del ancho de banda tanto para locales comerciales como para usuarios externos y a la vez como mecanismo de seguridad para la red inalámbrica del centro comercial Abstract Actually,the new channels for advertising broadcast have evolved in such a way that it is possible using interconnected mobile devices can be accessed anywhere. Digital advertising has many advantages compared to traditional printed advertising, its impact on users and its effect on the environment is positive, as it helps to reduce paper usage, advertising and printing costs, contributes to the reuse, improves the organization of advertising material, availability for multi-device broadcasting, among others, in order to increase the customer's attention on the product, service and to make use of it. In commercial centers or other places of massiveinflux of people, having solutions that regulate access to the network and the Internet to users and visitors and also provides security in connection is very important. This research focuses on the design of a captive portal and the establishment of security policies applied to digital advertising for mobile devices in the Laguna Mall commercial center in the Ibarracity. A large percentage of the premises of this shopping center use, on the one hand, printed publicity, which entails requiring a human resource for its dissemination. The study proposes to use a multimedia advertising system oriented to mobile devices whose control of user access is given through a captive portal, in order to optimize the use of bandwidth for both commercial and external users and at the same time as a security mechanism for the mall's wireless network},\n bibtype = {inproceedings},\n author = {Luis, Suárez and Ana, Umaquinga and Nelson, Romo and Edgar, Jaramillo},\n booktitle = {III JORNADAS ACADÉMICAS INTERNACIONALES CISIC 2017}\n}

\n\n\n

\n En la actualidad los nuevos canales para difusión publicitaria han evolucionado de tal manera que es posible usando dispositivos móviles interconectados acceder a ella en cualquier lugar. La publicidad digital, posee muchas ventajas en comparación con la publicidad impresa tradicional, siendo su impacto mayor hacia los usuarios y su efecto sobre el ambiente es positivo, pues ayuda a reducirel uso de papel, los costos de publicidad e impresión, contribuye con la reutilización, mejora la organización de material publicitario, la disponibilidad para difusión a multidispositivo, entre otros, con el fin de incrementar la atención del clientesobre el producto, servicio y lograr que lo utilice.En centros comerciales u otroslugares de masiva afluencia de personas, disponer de soluciones que regule el acceso a la red e internet a los usuarios y visitantes y además brinde seguridaden la conexión es algo muy importante. El presente trabajo de investigación se enfoca al diseño de un portal cautivo y establecimiento de políticas de seguridad aplicados a la publicidad digital hacia dispositivos móviles en el centro comercial Laguna Mall de la ciudad de Ibarra. Un gran porcentaje de locales de este centro comercial utilizan por unaparte publicidad impresaque supone requerir de recurso humano para su difusión. El estudio propone utilizar un sistema de publicidad multimedia orientado a dispositivos móviles cuyo control de acceso de usuarios esté dado a través deun portal cautivo, con el fin de optimizar el uso del ancho de banda tanto para locales comerciales como para usuarios externos y a la vez como mecanismo de seguridad para la red inalámbrica del centro comercial Abstract Actually,the new channels for advertising broadcast have evolved in such a way that it is possible using interconnected mobile devices can be accessed anywhere. Digital advertising has many advantages compared to traditional printed advertising, its impact on users and its effect on the environment is positive, as it helps to reduce paper usage, advertising and printing costs, contributes to the reuse, improves the organization of advertising material, availability for multi-device broadcasting, among others, in order to increase the customer's attention on the product, service and to make use of it. In commercial centers or other places of massiveinflux of people, having solutions that regulate access to the network and the Internet to users and visitors and also provides security in connection is very important. This research focuses on the design of a captive portal and the establishment of security policies applied to digital advertising for mobile devices in the Laguna Mall commercial center in the Ibarracity. A large percentage of the premises of this shopping center use, on the one hand, printed publicity, which entails requiring a human resource for its dissemination. The study proposes to use a multimedia advertising system oriented to mobile devices whose control of user access is given through a captive portal, in order to optimize the use of bandwidth for both commercial and external users and at the same time as a security mechanism for the mall's wireless network\n

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\n \n\n \n \n \n \n \n \n Neighborhood Criterion Analysis for Prototype Selection Applied in WSN Data.\n \n \n \n \n\n\n \n Rosero-Montalvo, P.; Umaquinga-Criollo, A.; Flores, S.; Suarez, L.; Pijal, J.; Ponce-Guevara, K.; Nejer, D.; Guzman, A.; Lugo, D.; and Moncayo, K.\n\n\n \n\n\n\n In 2017 International Conference on Information Systems and Computer Science (INCISCOS), pages 128-132, 11 2017. IEEE\n \n\n\n\n
\n\n\n\n \n \n $\"Neighborhood$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Neighborhood Criterion Analysis for Prototype Selection Applied in WSN Data},\n type = {inproceedings},\n year = {2017},\n keywords = {Computer science,Information systems,Machine learning algorithms,Prototypes,Silicon,Training,classification and the reduction of data set,data reduction,data subset criterion,learning (artificial intelligence),neighborhood criterion analysis,normalized distance,pattern classification,prototype selection,redundant data,set theory,supervised machine learning classification algori,training matrix,wireless sensor networks,WSN data},\n pages = {128-132},\n websites = {http://ieeexplore.ieee.org/document/8328096/},\n month = {11},\n publisher = {IEEE},\n id = {a5d0ce1c-a13c-3794-a3d3-bd78ba0a2756},\n created = {2020-09-02T16:18:05.248Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:01.264Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {rosero-montalvo_neighborhood_2017},\n source_type = {conference},\n notes = {Electronic ISBN: 978-1-5386-2644-3 <br/>Print on Demand(PoD) ISBN: 978-1-5386-2645-0},\n private_publication = {false},\n abstract = {The present work presents an analysis of the neighborhood criterion for the prototype selection (PS) in supervised machine learning classification algorithms. To do this, we use the condensed neighbor algorithm CNN to eliminate redundant data with the normalization of the distance to the centroid of each data subset criterion. This is done, in order to obtain the training matrix of the most optimal model. A selection of neighborhood criterion has been created from the quantification of the balance between the performance of the classification and the reduction of data set (CER). As proof of the test, we performed: (i) CER and (ii) real-time tests with the implementation of the algorithm within the WSN. The result is a data reduction of up to 88 % and a performance of the kNN classifier of 75%. It is concluded that the criterion of neighborhood with normalized distance must be less than or equal to 0.2 and the implementation of kNN with k = 1 obtains the best CER.},\n bibtype = {inproceedings},\n author = {Rosero-Montalvo, P.D. and Umaquinga-Criollo, A.C. and Flores, S and Suarez, L and Pijal, J and Ponce-Guevara, K.L. and Nejer, D and Guzman, A and Lugo, D and Moncayo, K},\n doi = {10.1109/INCISCOS.2017.47},\n booktitle = {2017 International Conference on Information Systems and Computer Science (INCISCOS)}\n}

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\n \n\n \n \n \n \n \n \n Automatización de una máquina de construcción nacional madejadora de hilos para la Empresa IMBATEX.\n \n \n \n \n\n\n \n Loza, F., O.; Criollo, A., U.; Rocha, O., O.; Benalcázar, J., T.; and Echeverría, C., M.\n\n\n \n\n\n\n In MASKANA, editor(s), MASKANA. V congreso ecuatoriano de tecnologías de información y comunicación Tic.ec2017, 2017. \n \n\n\n\n
\n\n\n\n \n \n $\"Automatización$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Automatización de una máquina de construcción nacional madejadora de hilos para la Empresa IMBATEX},\n type = {inproceedings},\n year = {2017},\n keywords = {Automatización Industrial,HMI,Modbus,PLC,máquina madejadora},\n websites = {https://publicaciones.ucuenca.edu.ec/ojs/index.php/maskana/article/view/1460},\n id = {5b71121a-2af5-3e62-a1be-6858350adac4},\n created = {2020-09-02T16:18:05.947Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:17.309Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Ortega2017},\n source_type = {conference},\n notes = {p-ISSN: 1390-6143},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Este trabajo pretende satisfacer la necesidad de potenciar la maquinaria de fabricación artesanal del Ecuador, de manera que se cumplan los estándares de producción requeridos por las empresas, en el caso concreto de una máquina madejadora mecánica fabricada en Ecuador por la empresa Imbatex. Los objetivos de esta investigación son: definir el estado de la máquina en función del error de peso y la rotura del hilo y reducir el error máximo en la madeja (como máximo 5%) así como las roturas del hilo (menos de 0.1 por proceso). En particular, se utilizó un PLC, un convertidor de frecuencia trifásico y una pantalla táctil HMI conectada mediante el protocolo Modbus RS485 y Delta Q Link. Además de la medición indirecta se utilizó un sensor decodificador. Un sistema de control del peso de la madeja y un sistema de prevención de la rotura del hilo, fueron implementados por medio de pruebas de velocidad para diferentes tipos de hilos (predeterminados por la compañía). La automatización propuesta alcanza un desempeño exitoso en la reducción del error promedio en el peso de la madeja de 17.47% a 0.8%, y la reducción del número de rotura de hilo por proceso de 4.17 a 0.05. ABSTRACT The research presented in this paper intends the potentializing of Ecuadorian manufactured handicraft machinery, so that the production standards required by the companies are complied, in the specific case of a reeling machine made by the Imbatex Company, which produces yarn skein. The objectives of the investigation are: To define the machine state in function of weight error and yarn breakage and reduce the maximal error in the skein (at most 5%) as well as the yarn breaks (less than 0.1 per process). Particularly, a PLC, a three-phase frequency inverter and a HMI touch screen connected by modbus RS485 and Delta Q Link protocol were used. As well, indirect measurement is used along with an encoder sensor. A skein weight control system and a yarn breakage prevention system by means of velocity tests for different yarn types (predetermined by the company) are implemented. The proposed automation reaches a successful performance on reducing the average error in weight skein from 17.47% to 0.8%, and reducing the number of yarn breaks per process from 4.17 to 0.05. Abstract The research presented in this paper intends the potentializing of Ecuadorian manufactured handicraft machinery, so that the production standards required by the companies are complied, in the specific case of a reeling machine made by the Imbatex Company, which produces yarn skein. The objectives of the investigation are: To define the machine state in function of weight error and yarn breakage and reduce the maximal error in the skein (at most 5%) as well as the yarn breaks (less than 0.1 per process). Particularly, a PLC, a three-phase frequency inverter and a HMI touch screen connected by modbus RS485 and Delta Q Link protocol were used. As well, indirect measurement is used along with an encoder sensor. A skein weight control system and a yarn breakage prevention system by means of velocity tests for different yarn types (predetermined by the company) are implemented. The proposed automation reaches a successful performance on reducing the average error in weight skein from 17.47% to 0.8%, and reducing the number of yarn breaks per process from 4.17 to 0.05.},\n bibtype = {inproceedings},\n author = {Loza, Fernando Ortega and Criollo, Ana Umaquinga and Rocha, Omar Oña and Benalcázar, Jorge Terán and Echeverría, Cosme Mejía},\n editor = {MASKANA, undefined},\n booktitle = {MASKANA. V congreso ecuatoriano de tecnologías de información y comunicación Tic.ec2017}\n}

\n\n\n

\n Este trabajo pretende satisfacer la necesidad de potenciar la maquinaria de fabricación artesanal del Ecuador, de manera que se cumplan los estándares de producción requeridos por las empresas, en el caso concreto de una máquina madejadora mecánica fabricada en Ecuador por la empresa Imbatex. Los objetivos de esta investigación son: definir el estado de la máquina en función del error de peso y la rotura del hilo y reducir el error máximo en la madeja (como máximo 5%) así como las roturas del hilo (menos de 0.1 por proceso). En particular, se utilizó un PLC, un convertidor de frecuencia trifásico y una pantalla táctil HMI conectada mediante el protocolo Modbus RS485 y Delta Q Link. Además de la medición indirecta se utilizó un sensor decodificador. Un sistema de control del peso de la madeja y un sistema de prevención de la rotura del hilo, fueron implementados por medio de pruebas de velocidad para diferentes tipos de hilos (predeterminados por la compañía). La automatización propuesta alcanza un desempeño exitoso en la reducción del error promedio en el peso de la madeja de 17.47% a 0.8%, y la reducción del número de rotura de hilo por proceso de 4.17 a 0.05. ABSTRACT The research presented in this paper intends the potentializing of Ecuadorian manufactured handicraft machinery, so that the production standards required by the companies are complied, in the specific case of a reeling machine made by the Imbatex Company, which produces yarn skein. The objectives of the investigation are: To define the machine state in function of weight error and yarn breakage and reduce the maximal error in the skein (at most 5%) as well as the yarn breaks (less than 0.1 per process). Particularly, a PLC, a three-phase frequency inverter and a HMI touch screen connected by modbus RS485 and Delta Q Link protocol were used. As well, indirect measurement is used along with an encoder sensor. A skein weight control system and a yarn breakage prevention system by means of velocity tests for different yarn types (predetermined by the company) are implemented. The proposed automation reaches a successful performance on reducing the average error in weight skein from 17.47% to 0.8%, and reducing the number of yarn breaks per process from 4.17 to 0.05. Abstract The research presented in this paper intends the potentializing of Ecuadorian manufactured handicraft machinery, so that the production standards required by the companies are complied, in the specific case of a reeling machine made by the Imbatex Company, which produces yarn skein. The objectives of the investigation are: To define the machine state in function of weight error and yarn breakage and reduce the maximal error in the skein (at most 5%) as well as the yarn breaks (less than 0.1 per process). Particularly, a PLC, a three-phase frequency inverter and a HMI touch screen connected by modbus RS485 and Delta Q Link protocol were used. As well, indirect measurement is used along with an encoder sensor. A skein weight control system and a yarn breakage prevention system by means of velocity tests for different yarn types (predetermined by the company) are implemented. The proposed automation reaches a successful performance on reducing the average error in weight skein from 17.47% to 0.8%, and reducing the number of yarn breaks per process from 4.17 to 0.05.\n

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\n \n\n \n \n \n \n \n \n Herramientas de análisis de grandes volúmenes de datos para la toma de decisiones empresariales y fidelización de los clientes.\n \n \n \n \n\n\n \n Ana, U.; Tatyana, S.; and Diego, P.\n\n\n \n\n\n\n Revista de Administración y Finanzas, 4(13): 44-52. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Herramientas$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {Herramientas de análisis de grandes volúmenes de datos para la toma de decisiones empresariales y fidelización de los clientes},\n type = {article},\n year = {2017},\n keywords = {Corpotate Social Responsability,Responsabilidad Social Corporativa,legalidad,legislation,legitimacy,legitimidad},\n pages = {44-52},\n volume = {4},\n websites = {http://www.ecorfan.org/spain/researchjournals/Estrategias_del_Desarrollo_Empresarial/vol3num8/Revista_de_Estrategias_del_Desarrollo_Empresarial_V3_N8_4.pdf},\n id = {2361152f-8969-35b4-bbc9-bce91c47e410},\n created = {2020-09-02T16:18:06.931Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:16.075Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Umaquinga2018d},\n source_type = {article},\n notes = {Octubre - Diciembre 2017 <br/>Revista: http://www.ecorfan.org/spain/researchjournals/Estrategias_del_Desarrollo_Empresarial/vol3num8/Revista_de_Estrategias_del_Desarrollo_Empresarial_V3_N8.pdf},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {El crecimiento acelerado de la competencia entre las empresas a nivel global es innegable. Los nuevos retos para generar valor, descubrir tendencias y preferencias de consumo de clientes exigen a las empresas contar con herramientas tecnológicas de mayor alcance y eficiencia que permitan ser apoyo en la toma de decisiones en tiempo real o en el menor tiempo posible con el fin de crear ventaja competitiva y mantenerse en el mercado. Herramientas tecnológicas como Big data, Data mining entre otras, pretenden obtener nuevo conocimiento, patrones, predicciones para una mejor comprensión y precisión de las necesidades del cliente, que no sería posible con el uso de herramientas convencionales. De ahí el trabajo en equipo del área tecnológica y del negocio requiere de este conocimiento de valor para la definición de estrategias encaminadas a capitalizar dicho conocimiento originado de manera interna y externa especialmente de las redes sociales. El presente artículo es de tipo descriptivo, exploratorio, y documental, se realiza un análisis de Big data y minería de datos a nivel empresarial, sus tópicos de uso en la toma de decisiones y búsqueda de la fidelización de sus clientes, así como sus aspectos de valor y retos. En consecuencia, los resultados evidencian la relación favorable y eficiente de la aplicación de estas tecnologías en la toma de decisiones empresariales, por lo que, surge la necesidad de un mayor número de investigaciones de este tipo. Abstract The accelerated growth of competition among companies globally is undeniable. The new challenges to generate value, discover trends and preferences of customers demand companies to have technological tools of greater reach and efficiency that allow to be support in the decision making in real time or in the shortest possible time in order to create competitive advantage and stay in the market. Technological tools like Data mining, Big data, among others, aim to obtain new knowledge, patterns, predictions for a better understanding and precision of costumer needs, which would not be possible with the use of conventional tools. Hence teamwork in the area of technology and business requires this knowledge of value for the definition of strategies aimed at capitalizing on this knowledge originated in an internal and external way especially of social networks. The present article is descriptive, exploratory, and documentary, perform an analysis of the technological tools used at the business level and topics of use in the decision making and search of the loyalty of its clients, as well as its value aspects and challenges. Consequently, the results show the favorable and efficient relationship of the application of these technologies in business decision making, therefore, the need arises for a greater number of future research of this type.},\n bibtype = {article},\n author = {Ana, Umaquinga and Tatyana, Saltos and Diego, Peluffo},\n editor = {ECORFAN, undefined},\n journal = {Revista de Administración y Finanzas},\n number = {13}\n}

\n\n\n

\n El crecimiento acelerado de la competencia entre las empresas a nivel global es innegable. Los nuevos retos para generar valor, descubrir tendencias y preferencias de consumo de clientes exigen a las empresas contar con herramientas tecnológicas de mayor alcance y eficiencia que permitan ser apoyo en la toma de decisiones en tiempo real o en el menor tiempo posible con el fin de crear ventaja competitiva y mantenerse en el mercado. Herramientas tecnológicas como Big data, Data mining entre otras, pretenden obtener nuevo conocimiento, patrones, predicciones para una mejor comprensión y precisión de las necesidades del cliente, que no sería posible con el uso de herramientas convencionales. De ahí el trabajo en equipo del área tecnológica y del negocio requiere de este conocimiento de valor para la definición de estrategias encaminadas a capitalizar dicho conocimiento originado de manera interna y externa especialmente de las redes sociales. El presente artículo es de tipo descriptivo, exploratorio, y documental, se realiza un análisis de Big data y minería de datos a nivel empresarial, sus tópicos de uso en la toma de decisiones y búsqueda de la fidelización de sus clientes, así como sus aspectos de valor y retos. En consecuencia, los resultados evidencian la relación favorable y eficiente de la aplicación de estas tecnologías en la toma de decisiones empresariales, por lo que, surge la necesidad de un mayor número de investigaciones de este tipo. Abstract The accelerated growth of competition among companies globally is undeniable. The new challenges to generate value, discover trends and preferences of customers demand companies to have technological tools of greater reach and efficiency that allow to be support in the decision making in real time or in the shortest possible time in order to create competitive advantage and stay in the market. Technological tools like Data mining, Big data, among others, aim to obtain new knowledge, patterns, predictions for a better understanding and precision of costumer needs, which would not be possible with the use of conventional tools. Hence teamwork in the area of technology and business requires this knowledge of value for the definition of strategies aimed at capitalizing on this knowledge originated in an internal and external way especially of social networks. The present article is descriptive, exploratory, and documentary, perform an analysis of the technological tools used at the business level and topics of use in the decision making and search of the loyalty of its clients, as well as its value aspects and challenges. Consequently, the results show the favorable and efficient relationship of the application of these technologies in business decision making, therefore, the need arises for a greater number of future research of this type.\n

\n\n\n

\n \n\n \n \n \n \n \n \n Theoretical developments for interpreting kernel spectral clustering from alternative viewpoints.\n \n \n \n \n\n\n \n Peluffo-Ordóñez, D.; Rosero-Montalvo, P.; Umaquinga-Criollo, A.; Suárez-Zambrano, L.; Domínguez-Limaico, H.; Oña-Rocha, O.; Flores-Armas, S.; and Maya-Olalla, E.\n\n\n \n\n\n\n Advances in Science, Technology and Engineering Systems Journal, 2(3): 1670-1676. 8 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"Theoretical$ Website\n \n \n\n \n \n doi\n \n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 2 downloads\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {Theoretical developments for interpreting kernel spectral clustering from alternative viewpoints},\n type = {article},\n year = {2017},\n keywords = {Kernel,Spectral Clustering,Support Vector Machines},\n pages = {1670-1676},\n volume = {2},\n websites = {http://astesj.com/v02/i03/p208/},\n month = {8},\n id = {504bc285-3b44-3b34-bc7a-c408f445c0eb},\n created = {2020-09-02T16:18:07.010Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:00.979Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Pelu2017},\n source_type = {article},\n private_publication = {false},\n abstract = {To perform an exploration process over complex structured data within unsupervised settings, the so-called kernel spectral clustering (KSC) is one of the most recommended and appealing approaches, given its versatility and elegant formulation. In this work, we explore the relationship between (KSC) and other well-known approaches, namely normalized cut clustering and kernel k-means. To do so, we first deduce a generic KSC model from a primal-dual formulation based on least-squares support-vector machines (LS-SVM). For experiments, KSC as well as other consider methods are assessed on image segmentation tasks to prove their usability.},\n bibtype = {article},\n author = {Peluffo-Ordóñez, Diego and Rosero-Montalvo, Paul and Umaquinga-Criollo, Ana and Suárez-Zambrano, Luis and Domínguez-Limaico, Hernan and Oña-Rocha, Omar and Flores-Armas, Stefany and Maya-Olalla, Edgar},\n editor = {ASTES, undefined},\n doi = {10.25046/aj0203208},\n journal = {Advances in Science, Technology and Engineering Systems Journal},\n number = {3}\n}

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\n\n\n

\n \n\n \n \n \n \n \n \n Big data analytics (BDA) en la toma de decisiones empresariales. Big data analytics (BDA) in business decision making.\n \n \n \n \n\n\n \n Umaquinga-Criollo, A., C.; Narvaez-Pupiales, S., K.; Peluffo-Ordoñez, D., H.; and Ortega-Bustamante, M., C.\n\n\n \n\n\n\n In INNOVANDO Tecnología. III JORNADAS ACADÉMICAS INTERNACIONALES CISIC 2017, pages 55-62, 2017. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Big$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Big data analytics (BDA) en la toma de decisiones empresariales. Big data analytics (BDA) in business decision making},\n type = {inproceedings},\n year = {2017},\n keywords = {Big Data Analytics,Big data,Inteligencia de negocio},\n pages = {55-62},\n websites = {https://www.researchgate.net/publication/318586255_BIG_DATA_ANALYTICS_BDA_EN_LA_TOMA_DE_DECISIONES_EMPRESARIALES_BIG_DATA_ANALYTICS_BDA_IN_BUSINESS_DECISION_MAKING},\n publisher = {UTN},\n id = {ab254859-0e75-348a-9eec-4294b90e8b77},\n created = {2020-09-02T16:18:07.596Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:18.152Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Umaquinga2017b},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Ante el crecimiento exponencial y vertiginoso del volumen de los datos de diferente tipo: estructurados, semiestructurados y no estructurados provenientes de una variedad de fuentes entre ellas: la web, redes sociales, bases de datos, archivos de audio/video, datos transaccionales, sensores, comunicación máquina a máquina (denominado M2M). El área de Big Data pretende dar respuesta a los desafíos del tratamiento de la información.Es por ello, que el proceso de análisis de grandes volúmenes de datos Big Data Analytics (denominado BDA) facilita el descubrimiento de patrones, predicciones, fraudes, tendencias de mercado, comportamientos y preferencias de los clientes e información de utilidad, que no sería posible con las herramientas convencionales. BDA se convierte en una de las herramientas de soporte para la toma de decisiones empresariales y ventaja competitiva en tiempo real o en el menor tiempo posible frente a sus competidores, ofreciendo nuevos niveles de competitividad, procesos, modelos de negocio basados en datos y reducción del riesgo para conservar, fidelizar y captar una mayor cantidad de clientes generando un aumento en las fuentes de ingreso de las empresas.El presente artículo es de tipo exploratorio, descriptivo y documental. Se realiza un estudio descriptivo del impacto de Big Data Analytics (BDA) en el campo empresarial, así como un breve recorrido por sus tendencias, oportunidades, dificultades y retos.Este estudio pretende contribuir a la comunidad de investigadores, así como al personal de las empresas y a quienes se inician en el conocimiento de Big Data Analytics para una mejor comprensión en este campo Abstract By the exponential and vertiginous growth of the volume of data of different types: structured, semi-structured and unstructured from a variety of sources including: the web, social networks, databases, audio / video files, transactional data, sensors, machine-to-machine communication (denominated M2M). The Big-Data-area is intended to address the challenges of information processing.Therefore, the Big Data Analytics (BDA) process of large volumes of data facilitates the discovery of patterns, predictions, fraud, market trends, customer behaviours and preferences and useful information that would not be possible with conventional tools. BDA becomes one of the tools to support business decision-making and competitive advantage in real time or in the shortest possible time in relation its competitors, offering new levels of competitiveness, processes, business models based in data and risk reduction, to conserve, retain and attract a greater number of customers generating an increase in the sources of income of companies.This article is exploratory, descriptive and documentary. A descriptive study of the impact of Big Data Analytics (BDA) in the business field, as well as a brief tour of its tendencies, opportunities, difficulties and challenges.This study aims to contribute to the research community, as well as the staff of the companies and those who are introduced to the knowledge of Big Data Analytics for a better understanding in this field},\n bibtype = {inproceedings},\n author = {Umaquinga-Criollo, Ana Cristina and Narvaez-Pupiales, Sandra Karina and Peluffo-Ordoñez, Diego Hernán and Ortega-Bustamante, MacArthur Cosme},\n booktitle = {INNOVANDO Tecnología. III JORNADAS ACADÉMICAS INTERNACIONALES CISIC 2017}\n}

\n\n\n

\n Ante el crecimiento exponencial y vertiginoso del volumen de los datos de diferente tipo: estructurados, semiestructurados y no estructurados provenientes de una variedad de fuentes entre ellas: la web, redes sociales, bases de datos, archivos de audio/video, datos transaccionales, sensores, comunicación máquina a máquina (denominado M2M). El área de Big Data pretende dar respuesta a los desafíos del tratamiento de la información.Es por ello, que el proceso de análisis de grandes volúmenes de datos Big Data Analytics (denominado BDA) facilita el descubrimiento de patrones, predicciones, fraudes, tendencias de mercado, comportamientos y preferencias de los clientes e información de utilidad, que no sería posible con las herramientas convencionales. BDA se convierte en una de las herramientas de soporte para la toma de decisiones empresariales y ventaja competitiva en tiempo real o en el menor tiempo posible frente a sus competidores, ofreciendo nuevos niveles de competitividad, procesos, modelos de negocio basados en datos y reducción del riesgo para conservar, fidelizar y captar una mayor cantidad de clientes generando un aumento en las fuentes de ingreso de las empresas.El presente artículo es de tipo exploratorio, descriptivo y documental. Se realiza un estudio descriptivo del impacto de Big Data Analytics (BDA) en el campo empresarial, así como un breve recorrido por sus tendencias, oportunidades, dificultades y retos.Este estudio pretende contribuir a la comunidad de investigadores, así como al personal de las empresas y a quienes se inician en el conocimiento de Big Data Analytics para una mejor comprensión en este campo Abstract By the exponential and vertiginous growth of the volume of data of different types: structured, semi-structured and unstructured from a variety of sources including: the web, social networks, databases, audio / video files, transactional data, sensors, machine-to-machine communication (denominated M2M). The Big-Data-area is intended to address the challenges of information processing.Therefore, the Big Data Analytics (BDA) process of large volumes of data facilitates the discovery of patterns, predictions, fraud, market trends, customer behaviours and preferences and useful information that would not be possible with conventional tools. BDA becomes one of the tools to support business decision-making and competitive advantage in real time or in the shortest possible time in relation its competitors, offering new levels of competitiveness, processes, business models based in data and risk reduction, to conserve, retain and attract a greater number of customers generating an increase in the sources of income of companies.This article is exploratory, descriptive and documentary. A descriptive study of the impact of Big Data Analytics (BDA) in the business field, as well as a brief tour of its tendencies, opportunities, difficulties and challenges.This study aims to contribute to the research community, as well as the staff of the companies and those who are introduced to the knowledge of Big Data Analytics for a better understanding in this field\n

\n\n\n

\n \n\n \n \n \n \n \n \n Impacto de la usabilidad de los drones en la agregación del valor en la producción. Impact of usability drones in the aggregation of value in production.\n \n \n \n \n\n\n \n Pupiales, S., K., N.; Criollo, A., C., U.; and Ordoñez, D., H., P.\n\n\n \n\n\n\n In III JORNADAS ACADÉMICAS INTERNACIONALES CISIC 2017, pages 181-186, 2017. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Impacto$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Impacto de la usabilidad de los drones en la agregación del valor en la producción. Impact of usability drones in the aggregation of value in production},\n type = {inproceedings},\n year = {2017},\n keywords = {Drones,Producción,agricultura,desarrollo,tecnología},\n pages = {181-186},\n websites = {https://www.researchgate.net/publication/318586515_IMPACTO_DE_LA_USABILIDAD_DE_LOS_DRONES_EN_LA_AGREGACION_DEL_VALOR_EN_LA_PRODUCCION_IMPACT_OF_USABILITY_DRONES_IN_THE_AGGREGATION_OF_VALUE_IN_PRODUCTION},\n publisher = {UTN},\n id = {0eba2d15-d911-3a62-ab7d-81e08a54ce7f},\n created = {2020-09-02T16:18:08.138Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:18.427Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Narvaez2017},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {The Ecuadorian economy has been based mainly on the exploitation of raw materials and imports of goods and services, this ecosystem not encouraging development as a result in certain periods of time and according to the variability of the international market has caused to this day swings, as a result of changes in the prices of these resources compared to prices of products with higher added value and high technology. One of the main objectives of the Change of the Productive Matrix is to evolve this pattern of primary exporting specialization to a pattern of diversified production highlighting especially the capacities and knowledge of human talent involved in these processes.In order to frame the economic and social development of the population around this change, the incorporation of technology has become one of the main axes to improve andachieve the proposed objectives, being in this way a vital tool to improve production. Of the many technological possibilities that exist, this research highlights, analyzes and evaluates the incorporation of unmanned Aerial Systems or Vehicles commonly known as DRONES to the agricultural sector with special emphasis on the advantages, disadvantages, risks, acceptance levels, components of hardware and software, statistics related to production cost savings and how the current Regulation by the Civil Aviation Directorate in Ecuador contributes to the development and usability of these systems.Finally, the conclusions point to the great possibilities of growth and transformation of agriculture to effective methods of precision where the aid of DRONES and automation can provide a large amount of information such as reports, images, videos, maps andothers where human intervention becomes minimal Resumen La economía ecuatoriana se ha basado fundamentalmente en la explotación de materias primas e importación de bienes y servicios, este ecosistema poco alentador de desarrollo como resultado en ciertos periodos de tiempo y de acuerdo a la variabilidad del mercado internacional ha provocado hasta el día de hoy vaivenes, a consecuencia de las variaciones de los precios de estos recursos frente a precios de productos de mayor valor agregado y alta tecnología. Uno de los objetivos principales del Cambio de la Matriz Productiva es evolucionar este patrón de especialización primario exportador a un patrón de producción diversificado resaltando especialmente las capacidades y conocimientos del talento humano interviniente en estos procesos.Para enmarcar el desarrollo económico y social de la población alrededor de este cambio, la incorporación de la tecnología se ha convertido en uno de los principales ejes para mejorar y conseguir los objetivos propuestos, siendo de esta forma una herramienta vital para mejorar la producción. De las muchas posibilidades tecnológicas existentes, en esta investigación se resalta, analiza y evalúa la incorporación de los Sistemas o Vehículos Aéreos no tripulados conocidos comúnmente como DRONES al sector agrícola con especial énfasis enlas ventajas, desventajas, riesgos, niveles de aceptación, componentes de hardware y software, estadísticas relacionadas a los ahorros de costos de producción y cómo la Regulación vigente por parte de la Dirección General de Aviación Civil en el Ecuador contribuye al desarrollo y usabilidad de estos sistemas.Finalmente las conclusiones exponen las grandes posibilidades de crecimiento y transformación de la agricultura a métodos efectivos de precisión en dónde la ayuda de los vehículos aéreos no tripulados (DRONES) y automatización pueden facilitar gran cantidad de información tales como informes, imágenes, videos, mapas y otros en donde la intervención humana llega a ser mínima},\n bibtype = {inproceedings},\n author = {Pupiales, Sandra Karina Narváez and Criollo, Ana Cristina Umaquinga and Ordoñez, Diego Hernán Peluffo},\n booktitle = {III JORNADAS ACADÉMICAS INTERNACIONALES CISIC 2017}\n}

\n\n\n

\n The Ecuadorian economy has been based mainly on the exploitation of raw materials and imports of goods and services, this ecosystem not encouraging development as a result in certain periods of time and according to the variability of the international market has caused to this day swings, as a result of changes in the prices of these resources compared to prices of products with higher added value and high technology. One of the main objectives of the Change of the Productive Matrix is to evolve this pattern of primary exporting specialization to a pattern of diversified production highlighting especially the capacities and knowledge of human talent involved in these processes.In order to frame the economic and social development of the population around this change, the incorporation of technology has become one of the main axes to improve andachieve the proposed objectives, being in this way a vital tool to improve production. Of the many technological possibilities that exist, this research highlights, analyzes and evaluates the incorporation of unmanned Aerial Systems or Vehicles commonly known as DRONES to the agricultural sector with special emphasis on the advantages, disadvantages, risks, acceptance levels, components of hardware and software, statistics related to production cost savings and how the current Regulation by the Civil Aviation Directorate in Ecuador contributes to the development and usability of these systems.Finally, the conclusions point to the great possibilities of growth and transformation of agriculture to effective methods of precision where the aid of DRONES and automation can provide a large amount of information such as reports, images, videos, maps andothers where human intervention becomes minimal Resumen La economía ecuatoriana se ha basado fundamentalmente en la explotación de materias primas e importación de bienes y servicios, este ecosistema poco alentador de desarrollo como resultado en ciertos periodos de tiempo y de acuerdo a la variabilidad del mercado internacional ha provocado hasta el día de hoy vaivenes, a consecuencia de las variaciones de los precios de estos recursos frente a precios de productos de mayor valor agregado y alta tecnología. Uno de los objetivos principales del Cambio de la Matriz Productiva es evolucionar este patrón de especialización primario exportador a un patrón de producción diversificado resaltando especialmente las capacidades y conocimientos del talento humano interviniente en estos procesos.Para enmarcar el desarrollo económico y social de la población alrededor de este cambio, la incorporación de la tecnología se ha convertido en uno de los principales ejes para mejorar y conseguir los objetivos propuestos, siendo de esta forma una herramienta vital para mejorar la producción. De las muchas posibilidades tecnológicas existentes, en esta investigación se resalta, analiza y evalúa la incorporación de los Sistemas o Vehículos Aéreos no tripulados conocidos comúnmente como DRONES al sector agrícola con especial énfasis enlas ventajas, desventajas, riesgos, niveles de aceptación, componentes de hardware y software, estadísticas relacionadas a los ahorros de costos de producción y cómo la Regulación vigente por parte de la Dirección General de Aviación Civil en el Ecuador contribuye al desarrollo y usabilidad de estos sistemas.Finalmente las conclusiones exponen las grandes posibilidades de crecimiento y transformación de la agricultura a métodos efectivos de precisión en dónde la ayuda de los vehículos aéreos no tripulados (DRONES) y automatización pueden facilitar gran cantidad de información tales como informes, imágenes, videos, mapas y otros en donde la intervención humana llega a ser mínima\n

\n\n\n

\n \n\n \n \n \n \n \n \n Morfologías visuales de representación de datos como aumento de capacidades analíticas humanas: Una revisión de literatura.\n \n \n \n \n\n\n \n Isaza, A., J., A.; Criollo, A., C., U.; Olmedo, G., N.; Montalvo, P., D., R.; and Ordóñez, D., H., P.\n\n\n \n\n\n\n In Aportes de la Ingeniería para el desarrollo regional I Congreso Internacional de Ingenierías 2017, pages 375-381, 2017. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Morfologías$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n \n \n 1 download\n \n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Morfologías visuales de representación de datos como aumento de capacidades analíticas humanas: Una revisión de literatura},\n type = {inproceedings},\n year = {2017},\n keywords = {Big data,data mining,minería de datos,morfología visual,visual morphology,visualización,visualization},\n pages = {375-381},\n websites = {https://issuu.com/utnuniversity/docs/ebook_aportes_de_la_ingenieria_2017/374},\n publisher = {UTN},\n id = {f314b386-374a-33b5-84e0-c708a7861671},\n created = {2020-09-02T16:18:08.597Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:17.026Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Anaya2018},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {La representación visual de datos es una técnica de extracción de conocimiento que permite tener una percepción de toda la información disponible dentro de Big Data. Para lograr el objetivo de captación de la atención humana, es necesario representar el conjunto de datos de una manera intuitiva. De esta forma, el usuario pueda tomar decisiones adecuadas. Consecuentemente, el mejoramiento de la experiencia humano computador se basa en el uso de técnicas de análisis de datos, donde los recursos computacionales deben ser optimizados. En este trabajo, se desarrolla una metodología con una investigación de tipo descriptivo, exploratorio y documental con los diferentes enfoques de visualización de datos orientados al análisis exploratorio para el descubrimiento científico y aumento de las capacidades humanas como apoyo a las decisiones automáticas. Abstract Visual representation is an approach to extract knowledge, which enables users to perceive the information whitin a context of Big Data. To involve the human perception into the data analysis, an inuitive data representation is needed. Consequently, any user will be able to make more adequate decisions. Indeed, the enhancement of human-computer interaction is based on the use of data anaylisis techniques while computational broad is optimized. In this work, a descriptive, exploratory and documental methodology is presented aimed at highlighting the benefit of involving the human skills within the process of automatic decision making.},\n bibtype = {inproceedings},\n author = {Isaza, Andrés Javier Anaya and Criollo, Ana Cristina Umaquinga and Olmedo, Gabriela Narváez and Montalvo, Paúl David Rosero and Ordóñez, Diego Hernán Peluffo},\n booktitle = {Aportes de la Ingeniería para el desarrollo regional I Congreso Internacional de Ingenierías 2017}\n}

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\n \n\n \n \n \n \n \n \n Dispositivo de seguridad para motos utilizando SMS y GPRS” Safety device for motorcycles using SMS and GPRS.\n \n \n \n \n\n\n \n Tamayo-Morocho, J., R.; Oña-Rocha, O., R.; Umaquinga-Criollo, A., C.; Cuzme-Rodríguez, F., G.; and Pupiales-Yépez, C., H.\n\n\n \n\n\n\n In In 2nd International Conference on Information Systems and Computer Science. INCISCOS 2017, 2017. \n \n\n\n\n
\n\n\n\n \n \n $\"Dispositivo$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Dispositivo de seguridad para motos utilizando SMS y GPRS” Safety device for motorcycles using SMS and GPRS},\n type = {inproceedings},\n year = {2017},\n keywords = {Dispositivo de seguridad,GPRS,Rastreo,SMS,Tecnología inalámbrica,moto},\n websites = {http://fcii.ute.edu.ec/inciscos/2017/assets/Memorias.pdf},\n id = {99162bb7-ea43-301a-a672-d0a014bca395},\n created = {2020-09-02T16:18:08.709Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:16.631Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Onia2017poster},\n source_type = {inproceedings},\n notes = {poster},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {El presente artículo de investigación aborda aspectos fundamentados en el diseño, construcción e implementación de un sistema de seguridad para motos mediante la utilización de dispositivos móviles bajo sistemas Android, servicio de mensajería corta SMS y transmisión GPRS, como estrategia para prevenir o recuperar este tipo de vehículos, en caso de ser hurtados. El sistema construido permite monitorear la posición de la motocicleta mediante la notificación de alertas vía móvil y el seguimiento en tiempo real de la ubicación por medio de una página web. Es importante resaltar cómo la integración de tecnologías de actualidad en electrónica y comunicaciones, bajo el concepto de Internet de las cosas (IoT), facilita la comunicación entre dispositivos móviles y vehículos de transporte tales como motocicletas y autos. Fue necesario analizar las funcionalidades y las limitaciones de dispositivos de similar propósito disponibles en el mercado, para fundamentar el diseño y construcción del sistema presentado},\n bibtype = {inproceedings},\n author = {Tamayo-Morocho, Julio Rogelio and Oña-Rocha, Omar Ricardo and Umaquinga-Criollo, Ana Cristina and Cuzme-Rodríguez, Fabián Geovanny and Pupiales-Yépez, Carlos Hernán},\n booktitle = {In 2nd International Conference on Information Systems and Computer Science. INCISCOS 2017}\n}

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\n \n\n \n \n \n \n \n \n ¿Un juego de tazas de café en una clase de programación de vectores?.\n \n \n \n \n\n\n \n Umaquinga, A., C.\n\n\n \n\n\n\n Para el Aula, (23): 23. 2017.\n \n\n\n\n
\n\n\n\n \n \n $\"¿Un$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@article{\n title = {¿Un juego de tazas de café en una clase de programación de vectores?},\n type = {article},\n year = {2017},\n keywords = {creatividad,educación superior,método,programación,recurso},\n pages = {23},\n websites = {https://www.usfq.edu.ec/publicaciones/para_el_aula/Documents/para_el_aula_23/pea_023_0011.pdf},\n id = {6ea95fea-979f-3198-967e-7e92d4f3c669},\n created = {2020-09-02T16:18:09.563Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:17.873Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {umaquinga2017sfd},\n source_type = {article},\n notes = {Revista: https://www.usfq.edu.ec/publicaciones/para_el_aula/Paginas/revistas/paraelaula23.aspx},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {La profesora Ana Crisitina comparte una experiencia anecdótica de una peculiar forma de explicar el método de ordenamiento por selección para un vector en su clase de Programación I, creada por dos de sus alumnas.},\n bibtype = {article},\n author = {Umaquinga, Ana Cristina},\n editor = {de de Quito, IDEA Instituto Enseñanza Aprendizaje. Universidad San Francisco},\n journal = {Para el Aula},\n number = {23}\n}

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\n \n 2016\n \n \n (6)\n \n \n

\n \n \n

\n \n\n \n \n \n \n \n \n Estudio comparativo de métodos espectrales para reducción de la dimensionalidad: LDA versus PCA . Comparative study between spectral methods for dimension reduction LDA versus PCA.\n \n \n \n \n\n\n \n Anaya-Isaza, A., J.; Peluffo-Ordoñez, D., H.; Alvarado-Pérez, J., C.; Ivan-Rios, J.; Castro-Silva, J., A.; Rosero-Montalvo, P., D.; Peña-Unigarro, D., F.; C., J., S., A.; and Umaquinga-Criollo, A., C.\n\n\n \n\n\n\n In INCISCOS 2016 International Conference on Information Systems and Computer Science, 2016. \n \n\n\n\n
\n\n\n\n \n \n $\"Estudio$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Estudio comparativo de métodos espectrales para reducción de la dimensionalidad: LDA versus PCA . Comparative study between spectral methods for dimension reduction LDA versus PCA.},\n type = {inproceedings},\n year = {2016},\n keywords = {Análisis de componentes principales,Análisis discriminante lineal,Aprendizaje de máquina,Clasificación lineal,Clasificación supervisada,Métodos de reducción de la dimensión},\n websites = {https://www.researchgate.net/publication/311450410_Estudio_comparativo_de_metodos_espectrales_para_reduccion_de_la_dimensionalidad_LDA_versus_PCA_Comparative_study_between_spectral_methods_for_dimension_reduction_LDA_versus_PCA?_sg=FinZpaWM82Drh2VcyFW09sY},\n id = {7df5eeea-798b-30ef-b377-18e07812dcca},\n created = {2020-09-02T16:18:05.361Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:19.860Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Anaya2016},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {Este trabajo presenta un estudio comparativo con métodos de reducción de la dimensión lineal,tales como: Análisis de Componentes Principales &Análisis Discriminante Lineal. El estudio pretende determinar, bajo criterios de objetividad, cuál de estas técnicas obtiene el mejor resultado de separabilidad entre clases. Para la validación experimental se utilizan dos bases de datos, del repositorio científico(UC Irvine Machine Learning Repository), para dar tratamiento a los atributos del data-set en función deconfirmar visualmente la calidad de los resultados obtenidos. Las inmersiones obtenidas son analizadas, para realizar una comparación de resultados del embedimiento representados con RNX(K), que permite evaluar el área bajo la curva, del cual asume una mejor representación en una topología global o localque posteriormente generalos gráficos de visualización en un espacio de menor dimensión, para observar la separabilidad entre clases conservando la estructura global de los datos.},\n bibtype = {inproceedings},\n author = {Anaya-Isaza, Andrés J and Peluffo-Ordoñez, Diego H and Alvarado-Pérez, Juan C and Ivan-Rios, Jorge and Castro-Silva, Juan A and Rosero-Montalvo, Paul D and Peña-Unigarro, Diego F and C., Jose Salazar-Castrojuan A and Umaquinga-Criollo, Ana C},\n booktitle = {INCISCOS 2016 International Conference on Information Systems and Computer Science}\n}

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\n \n\n \n \n \n \n \n \n Propuesta de análisis visual de datos en Big Data usando reducción de dimensión interactiva.\n \n \n \n \n\n\n \n Umaquinga-Criollo, A., C.; Peluffo-Ordóñez, D., H.; Cabrera-Álvarez, M., V.; Alvarado-Pérez, J., C.; and Anaya-Isaza, A., J.\n\n\n \n\n\n\n In Avances Tecnológicos 3ras Jonadas Internacionales FICA 2016, 2016. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Propuesta$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Propuesta de análisis visual de datos en Big Data usando reducción de dimensión interactiva},\n type = {inproceedings},\n year = {2016},\n keywords = {Big data,análisis visual,reducción de dimensión},\n websites = {https://www.researchgate.net/publication/311457198_Propuesta_de_analisis_visual_de_datos_en_Big_Data_usando_reduccion_de_dimension_interactiva},\n publisher = {UTN},\n id = {85a5b7ca-b7b6-3519-9f08-9d986be2e0d5},\n created = {2020-09-02T16:18:06.192Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:20.166Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Umaquinga2016a},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {En la actualidad se puede evidenciar un crecimiento exponencial del volumen de datos, dando lugar al área emergente denominada Big Data. Paralelamente a este crecimiento, ha aumentado la demanda de herramientas, técnicas y dispositivos para almacenar, transmitir y procesar datos de alta dimensión. La mayoría de metodologías existentes para procesar datos de alta dimensión producen resultados abstractos y no envuelven al usuario en la elección o sintonización las técnicas de análisis. En este trabajo proponemos una metodología de análisis visual de Big Data con principios de interactividad y controlabilidad de forma que usuarios (incluso aquellos no expertos) puedan seleccionar intuitivamente un método de reducción de dimensión para generar representaciones inteligibles para el ser humano.},\n bibtype = {inproceedings},\n author = {Umaquinga-Criollo, A C and Peluffo-Ordóñez, D H and Cabrera-Álvarez, M V and Alvarado-Pérez, J C and Anaya-Isaza, A J},\n booktitle = {Avances Tecnológicos 3ras Jonadas Internacionales FICA 2016}\n}

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\n \n\n \n \n \n \n \n \n Versión extendida: Propuesta de análisis visual de datos en Big Data usando reducción de dimensión interactiva . Proposal for visual analysis of Big Data using interactive dimensionality reduction.\n \n \n \n \n\n\n \n Umaquinga-Criollo, A., C.; Peluffo-Ordóñez, D., H.; Rosero-Montalvo, P., D.; Cabrera-Álvarez, M., V.; Alvarado-Pérez, J., C.; and Anaya-Isaza, A., J.\n\n\n \n\n\n\n In Libro Tecnología Aplicada a la Ingeniería UTN 2016, pages 145-154, 2016. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Versión$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Versión extendida: Propuesta de análisis visual de datos en Big Data usando reducción de dimensión interactiva . Proposal for visual analysis of Big Data using interactive dimensionality reduction},\n type = {inproceedings},\n year = {2016},\n keywords = {Big data,análisis visual,reducción de dimensión},\n pages = {145-154},\n websites = {https://www.researchgate.net/publication/316056310_Propuesta_de_analisis_visual_de_datos_en_Big_Data_usando_reduccion_de_dimension_interactiva_Proposal_for_visual_analysis_of_Big_Data_using_interactive_dimensionality_reduction},\n publisher = {UTN},\n id = {20a70ef1-5761-3631-98d2-db7c6cca1e7f},\n created = {2020-09-02T16:18:06.679Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:19.580Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Umaquinga2016b},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {En la actualidad se puede evidenciar un crecimiento exponencial del volumen de datos, dando lugar al área emergente denominada Big Data. Paralelamente a este crecimiento, ha aumentado la demanda de herramientas, técnicas y dispositivos para almacenar, transmitir y procesar datos de alta dimensión. La mayoría de metodologías existentes para procesar datos de alta dimensión producen resultados abstractos y no envuelven al usuario en la elección o sintonización las técnicas de análisis. En este trabajo proponemos una metodología de análisis visual de Big Data con principios de interactividad y controlabilidad de forma que usuarios (incluso aquellos no expertos) puedan seleccionar intuitivamente un método de reducción de dimensión para generar representaciones inteligibles para el ser humano.},\n bibtype = {inproceedings},\n author = {Umaquinga-Criollo, A C and Peluffo-Ordóñez, D H and Rosero-Montalvo, P D and Cabrera-Álvarez, M V and Alvarado-Pérez, J C and Anaya-Isaza, A J},\n booktitle = {Libro Tecnología Aplicada a la Ingeniería UTN 2016}\n}

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\n \n\n \n \n \n \n \n \n Estudio descriptivo de técnicas aplicadas en herramientas Open Source y comerciales para visualización de información de Big Data.\n \n \n \n \n\n\n \n Umaquinga C, A., C.; Peluffo O, D., H.; Alvarado C, J., P.; and Cabrera V, M., A.\n\n\n \n\n\n\n Libro Generando Ciencia: Memorias de las I Jornadas Internacionales de Investigación Científica, pages 121-135. UTN, editor(s). UTN, 2016.\n \n\n\n\n
\n\n\n\n \n \n $\"Libro$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inbook{\n type = {inbook},\n year = {2016},\n keywords = {Data Vis,Herramientasde VisualizacióndeBig Data,Software Comercial,Software Open Source,Técnicas de visualización},\n pages = {121-135},\n websites = {https://www.researchgate.net/publication/312217978_Estudio_descriptivo_de_tecnicas_aplicadas_en_herramientas_Open_Source_y_comerciales_para_visualizacion_de_informacion_de_Big_Data},\n publisher = {UTN},\n id = {911a67b4-7a99-3c30-ac10-7b3db216e61d},\n created = {2020-09-02T16:18:08.023Z},\n accessed = {2017-07-12},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:33:59.553Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Umaquinga2016c},\n source_type = {inbook},\n private_publication = {false},\n abstract = {En el campo de visualización de la información (VI) en Big Data (también denominado DataVis, InfoVis, Analítica Visual, VA), se han realizado innumerables esfuerzos, a nivel empresarial, educación e investigación, entre otros, que han dado como resultado diversas propuestas de herramientas de software que usan interfaces y técnicas de VI. En la actualidad, existen decenas de herramientas que potencializan y se especializan en determinadas técnicas de visualización. Por tanto, para un usuario, la elección de una herramienta en particular no es una tarea trivial. En este trabajo, se presenta un estudio descriptivo de técnicas de visualización de información abarcando diferentes grupos o tipos de técnicas, tales como: Geometric Projection, Interactive, Icon-based, y Hierarchical, entre otros. Para este fin, se realiza una tabulación de información, presentando las herramientas de software y técnicas de visualización consideradas en este estudio, de forma que pueda realizarse la identificación de las técnicas más comúnmente utilizadas y recomendadas para uso en entornos de tipo Open Source y Soluciones Empresariales. Para ello, se parte de la revisión de análisis de literatura de VI, Analítica Visual y artículos científicos sobre herramientas de análisis de Big Data enfocados en establecer herramientas de software y técnicas de visualización. Dichos análisis y revisiones se realizan sobre un total de 58 técnicas de visualización y 31 herramientas de software. Como resultado, se obtiene una valoración de técnicas de visualización y se establece aspectos clave y recomendaciones para realizar la selección de técnicas de visualización de acuerdo con los requerimientos del usuario. Abstract In the field of information visualization (IV) in Big Data (also called DataVis, InfoVis, Visual Analytics, VA), there have been countless efforts, inenterprise, education and researchspheres, among others. Such effortshave led to different proposalsforsoftware toolsusing IVinterfaces and techniques. Currently, there are dozens of tools that enhance and specialize in certain visualization techniques. Therefore, the choice of a particular tool is not a trivial taskfor users.In this work, we present a descriptive study on IV techniquesencompassing several groups or types of techniques, such as: geometric projection, IV hierarchical, IV interactive, and icon-basedIV, among others. To this end, a tabulation of information is performed, presenting software tools and visualization techniques considered in this study, so that the identification of the techniques most commonly used and recommended for use in environments such Open Source Solutions andbusinesssoftware can be readily performed. To do this, we start by areview of literature on IV, Visual Analytics,as well as scientific articles about Big Data analysis tools focused on establishing software toolsand visualization techniques. Such a reviewisconducted on a total of 58 visualization techniques and 21 software tools.As a result, an assessment of visualization techniques is obtained and key issues and recommendations for the selection of visualization techniques according to user’srequirements areestablished.},\n bibtype = {inbook},\n author = {Umaquinga C, Ana C. and Peluffo O, Diego H. and Alvarado C, Juan P. and Cabrera V, Milton A.},\n editor = {UTN, undefined},\n chapter = {Estudio descriptivo de técnicas aplicadas en herramientas Open Source y comerciales para visualización de información de Big Data},\n title = {Libro Generando Ciencia: Memorias de las I Jornadas Internacionales de Investigación Científica}\n}

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\n En el campo de visualización de la información (VI) en Big Data (también denominado DataVis, InfoVis, Analítica Visual, VA), se han realizado innumerables esfuerzos, a nivel empresarial, educación e investigación, entre otros, que han dado como resultado diversas propuestas de herramientas de software que usan interfaces y técnicas de VI. En la actualidad, existen decenas de herramientas que potencializan y se especializan en determinadas técnicas de visualización. Por tanto, para un usuario, la elección de una herramienta en particular no es una tarea trivial. En este trabajo, se presenta un estudio descriptivo de técnicas de visualización de información abarcando diferentes grupos o tipos de técnicas, tales como: Geometric Projection, Interactive, Icon-based, y Hierarchical, entre otros. Para este fin, se realiza una tabulación de información, presentando las herramientas de software y técnicas de visualización consideradas en este estudio, de forma que pueda realizarse la identificación de las técnicas más comúnmente utilizadas y recomendadas para uso en entornos de tipo Open Source y Soluciones Empresariales. Para ello, se parte de la revisión de análisis de literatura de VI, Analítica Visual y artículos científicos sobre herramientas de análisis de Big Data enfocados en establecer herramientas de software y técnicas de visualización. Dichos análisis y revisiones se realizan sobre un total de 58 técnicas de visualización y 31 herramientas de software. Como resultado, se obtiene una valoración de técnicas de visualización y se establece aspectos clave y recomendaciones para realizar la selección de técnicas de visualización de acuerdo con los requerimientos del usuario. Abstract In the field of information visualization (IV) in Big Data (also called DataVis, InfoVis, Visual Analytics, VA), there have been countless efforts, inenterprise, education and researchspheres, among others. Such effortshave led to different proposalsforsoftware toolsusing IVinterfaces and techniques. Currently, there are dozens of tools that enhance and specialize in certain visualization techniques. Therefore, the choice of a particular tool is not a trivial taskfor users.In this work, we present a descriptive study on IV techniquesencompassing several groups or types of techniques, such as: geometric projection, IV hierarchical, IV interactive, and icon-basedIV, among others. To this end, a tabulation of information is performed, presenting software tools and visualization techniques considered in this study, so that the identification of the techniques most commonly used and recommended for use in environments such Open Source Solutions andbusinesssoftware can be readily performed. To do this, we start by areview of literature on IV, Visual Analytics,as well as scientific articles about Big Data analysis tools focused on establishing software toolsand visualization techniques. Such a reviewisconducted on a total of 58 visualization techniques and 21 software tools.As a result, an assessment of visualization techniques is obtained and key issues and recommendations for the selection of visualization techniques according to user’srequirements areestablished.\n

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\n \n\n \n \n \n \n \n \n Evolución de los textiles inteligentes: revisión de literature.\n \n \n \n \n\n\n \n Rosero, E.; Rosero, P.; Pamba, L.; Chamba, E.; and A., U.\n\n\n \n\n\n\n In Tecnologías aplicadas a la Ingeniería, 2016. UTN\n \n\n\n\n
\n\n\n\n \n \n $\"Evolución$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Evolución de los textiles inteligentes: revisión de literature},\n type = {inproceedings},\n year = {2016},\n keywords = {Evolución textil,smart clothes,textiles inteligentes},\n websites = {https://www.researchgate.net/publication/316439057_EVOLUCIONEVOLUCI_EVOLUCION_DE_LOS_TEXTILES_INTELIGENTES_REVISION_DE_LITERATURA},\n publisher = {UTN},\n id = {0f8e162b-119c-30d7-b8fd-6341dd5f574c},\n created = {2020-09-02T16:18:08.434Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:00.104Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Rosero2016},\n source_type = {conference},\n private_publication = {false},\n abstract = {Los géneros textiles han sufrido grandes cambios a una velocidad impresionante, dando como resultado a la aparición de los textiles inteligentes; la primera generación de los textiles inteligentes solamentepueden detectar las condiciones medioambientales o estímulos del mismo, la segunda generación son los textilesque tienen la capacidad de detectar y actuar frente a una determinada situación y los textiles ultra inteligentes son la tercera generación, mismos que pueden detectar, reaccionar y adaptarse a las condiciones y estımulos del medio. Un textil ultra inteligente esencialmente consiste en una unidad, la cual trabaja como cerebro, con capacidad cognitiva, que razona y reacciona, siendo la uni ́on de diferentes ́areas de conocimiento para su desarrolloy conocidos como Smart clothes. En el futuro los textiles inteligentes se presentan como la pr ́oxima generaci ́onde fibras, tejidos y productos que se producirán gracias a sus enormes posibilidades y funcionalidades},\n bibtype = {inproceedings},\n author = {Rosero, E. and Rosero, P. and Pamba, L. and Chamba, E. and A., Umaquinga},\n booktitle = {Tecnologías aplicadas a la Ingeniería}\n}

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\n \n\n \n \n \n \n \n \n Sistema Informático basado en estándares Darwin Core para presentar la información de las colecciones de historia natural: distribución geográfica de especies y jerarquización sistémica de especímenes del Herbario QCA procedentes de la Reserva Ecológica A.\n \n \n \n \n\n\n \n Rodríguez, F.; Cárdenas, L.; Calle, J.; Jiménez, A.; Vargas, D.; Umaquinga, A.; and Navarrete, H.\n\n\n \n\n\n\n In REDU Red Ecuatoriana de Universidades y Escuelas Politécnicas para Investigación y Postgrados. MEMORIAS DEL IV CONGRESO, 2016. \n \n\n\n\n
\n\n\n\n \n \n $\"Sistema$ Website\n \n \n\n \n\n \n link\n \n \n\n bibtex\n \n\n \n \n \n abstract \n \n\n \n\n \n \n \n \n \n \n \n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n\n\n

@inproceedings{\n title = {Sistema Informático basado en estándares Darwin Core para presentar la información de las colecciones de historia natural: distribución geográfica de especies y jerarquización sistémica de especímenes del Herbario QCA procedentes de la Reserva Ecológica A},\n type = {inproceedings},\n year = {2016},\n keywords = {Biodiversidad,Darwin Core,Endemismo,Programación Extrema,Pteridofitas,Sistema Modular,Taxonomía},\n websites = {https://www.researchgate.net/publication/311451150_Sistema_Informatico_basado_en_estandares_Darwin_Core_para_presentar_la_informacion_de_las_colecciones_de_historia_natural_distribucion_geografica_de_especies_y_jerarquizacion_sistemica_de_especimenes_,htt},\n id = {8be64e0f-4a54-303f-81b2-af1df1970eb5},\n created = {2020-09-02T16:18:09.275Z},\n file_attached = {false},\n profile_id = {17f86f46-e4c7-3593-b10d-91df3c368d3c},\n last_modified = {2023-10-28T12:34:19.292Z},\n read = {false},\n starred = {false},\n authored = {true},\n confirmed = {true},\n hidden = {false},\n citation_key = {Rodriguez2016},\n source_type = {conference},\n folder_uuids = {d1cbb98f-027c-4a99-9b32-21ea83c2772f},\n private_publication = {false},\n abstract = {En el año 2013 la Pontificia Universidad Católica del Ecuador (PUCE) como parte de su trabajo investigativo multidisciplinario entre las Escuela de Ciencias Biológicas y de Ingeniería de Sistemas se realizó el proyecto denominado: Desarrollo de un sistema informático para la difusión de la información generada por los proyectos de investigación de la Escuela de Ciencias Biológicas en la Reserva Ecológica Antisana (REA), con el fin de promover la difusión de los resultados de dichas investigaciones. En dicho trabajo colaborativo permitió el plantear un alcance al proyecto: Ampliar el sistema informático desarrollado y liberar parte de la información de biodiversidad almacenada en la base de datos del Herbario QCA.Para ello se desarrolló un sistema informático de tipo de base de datos científica taxonómica utilizando los estándares Darwin Core de biodiversidad, adicionalmente cuenta con diseño modular, usuarios multi-niveles que permite administrar distintos módulos o usarlos en conjunto, el desarrollo de un visualizador geográfico optimizado para la descarga de archivos kml y presentación de información botánica georeferenciada aplicando Metodología Programación Extrema (XP), Modelo Vista Controlador (MVC), diagrama de clases, caso de uso, pruebas y verificación de resultados.},\n bibtype = {inproceedings},\n author = {Rodríguez, Francisco and Cárdenas, Luis and Calle, Juan and Jiménez, Andrés and Vargas, Daniel and Umaquinga, Ana and Navarrete, Hugo},\n booktitle = {REDU Red Ecuatoriana de Universidades y Escuelas Politécnicas para Investigación y Postgrados. MEMORIAS DEL IV CONGRESO}\n}

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