@article{9258992,
  author={P. D. {Rosero-Montalvo} and V. F. {López-Batista} and D. H. {Peluffo-Ordóñez}},
  journal={IEEE Sensors Journal}, 
  title={Hybrid Embedded-Systems-based Approach to in-Driver Drunk Status Detection using Image Processing and Sensor Networks}, 
  year={2020},
  volume={},
  number={},
  pages={1-1},
  doi={10.1109/JSEN.2020.3038143},
  url={https://ieeexplore.ieee.org/document/9258992}
  }

@article{fernandezInvOper2020,
  title={Overview on kernels for least-squares support-vector-machine-based clustering: Explaining Kernel Spectral Clustering},
  author={Fern{\'a}ndez, Y and Marrufo, I and Paez, MA and Umaquinga-Criollo, AC and Rosero, PD and Peluffo-Ord{\'o}{\~n}ez, DH},
  journal={Revista Investigaci\'on Operacional},
  year = {2020},
  url={https://rev-inv-ope.univ-paris1.fr/fileadmin/rev-inv-ope/files/forthcoming/PAPER-ICOR2020-91C20-01.pdf}
}

@InProceedings{10.1007/978-3-030-62833-8_7,
author="Pati{\~{n}}o-Alarc{\'o}n, Delio R.
and Pati{\~{n}}o-Alarc{\'o}n, Fernando A.
and Lorente-Leyva, Leandro L.
and Peluffo-Ord{\'o}{\~{n}}ez, Diego H.",
editor="Rodriguez Morales, Germania
and Fonseca C., Efra{\'i}n R.
and Salgado, Juan Pablo
and P{\'e}rez-Gosende, Pablo
and Orellana Cordero, Marcos
and Berrezueta, Santiago",
title="Clustering of Reading Ability Performance Variables in the English Language Based on TBL Methodology and Behavior in the Left Hemisphere of the Brain",
booktitle="Information and Communication Technologies",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="77--90",
isbn="978-3-030-62833-8",
url="https://link.springer.com/chapter/10.1007/978-3-030-62833-8_7"
}

@InProceedings{10.1007/978-3-030-61705-9_36,
author="Umaquinga-Criollo, A. C.
and Tamayo-Quintero, J. D.
and Moreno-Garc{\'i}a, M. N.
and Riascos, J. A.
and Peluffo-Ord{\'o}{\~{n}}ez, D. H.",
editor="de la Cal, Enrique Antonio
and Villar Flecha, Jos{\'e} Ram{\'o}n
and Quinti{\'a}n, H{\'e}ctor
and Corchado, Emilio",
title="Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts",
booktitle="Hybrid Artificial Intelligent Systems",
year="2020",
publisher="Springer International Publishing",
address="Cham", 
pages="437--449",
url="https://link.springer.com/chapter/10.1007/978-3-030-61705-9_36",
isbn="978-3-030-61705-9"
}

@article{Becerra20,
author={Becerra,Miguel A. and DelgadoTrejos,Edilson and Mejía-Arboleda,Cristian and Peluffo-Ordóñez,Diego,H. and Umaquinga-Criollo,Ana},
year={2020},
month={08},
title={Stochastic- and Neuro-Fuzzy-Analysis-based characterization and classification of 4-Channel Phonocardiograms for Cardiac Murmur Detection},
journal={Revista Ibérica de Sistemas e Tecnologias de Informação},
pages={65-78},
keywords={Computers--Information Science And Information Theory; Decomposition; Auscultation; Aorta; Heart; Discriminant analysis; Mortality; Fuzzy logic; Artificial neural networks; Morphology; Cardiology; Classification},
isbn={16469895},
language={English},
url={https://search.proquest.com/docview/2451419849/fulltextPDF/F4AF5E590BD14D5EPQ/8},
}

@article{Bastidas20,
author={Bastidas,David and Piñeros,Camilo and Peluffo-Ordóñez,Diego,H. and Sierra,Luz M. and Becerra,Miguel A. and Umaquinga-Criollo,Ana},
year={2020},
month={08},
title={Analytic study on the performance of multi- classification approaches in case-based reasoning systems: Medical data exploration},
journal={Revista Ibérica de Sistemas e Tecnologias de Informação},
pages={40-51},
keywords={Computers--Information Science And Information Theory; Dermatology; Reliability analysis; Databases; Dermatitis; Classification; Algorithms; Artificial intelligence; Test procedures; Classifiers; Support vector machines},
isbn={16469895},
language={English},
url={https://search.proquest.com/docview/2451420129/fulltextPDF/F4AF5E590BD14D5EPQ/9},
}

@article{DChamorro20,
author={Chamorro-Sangoquiza,Diana and Vargas-Muñoz,Andrés,M. and Umaquinga-Criollo,Ana and Becerra,Miguel A. and Peluffo-Ordóñez,Diego,H.},
year={2020},
month={08},
title={Estudio comparativo de técnicas de minería de datos para develar patrones de desempeño académico en enseñanza media},
journal={Revista Ibérica de Sistemas e Tecnologias de Informação},
pages={455-468},
keywords={Computers--Information Science And Information Theory; Data analysis; Comparative studies; Machine learning; Data mining; Information management; Decision making; Education; Colleges & universities; Students; Classifiers},
isbn={16469895},
language={Spanish},
url={https://search.proquest.com/docview/2452331372/fulltextPDF/64A2741CD0B646EAPQ/1},
}

@article{Rosero_Montalvo_2020,
	doi = {10.3390/s20205905},
	url = {https://doi.org/10.3390%2Fs20205905},
	year = 2020,
	month = {oct},
	publisher = {{MDPI} {AG}},
	volume = {20},
	number = {20},
	pages = {5905},
	author = {Paul D. Rosero-Montalvo and Vanessa C. Erazo-Chamorro and Vivian F. L{\'{o}}pez-Batista and Mar{\'{\i}}a N. Moreno-Garc{\'{\i}}a and Diego H. Peluffo-Ord{\'{o}}{\~{n}}ez},
	title = {Environment Monitoring of Rose Crops Greenhouse Based on Autonomous Vehicles with a {WSN} and Data Analysis},
	journal = {Sensors}
}

@InProceedings{10.1007/978-3-030-61702-8_19,
author="V{\'e}lez-Falcon{\'i}, M.
and Gonz{\'a}lez-Vergara, J.
and Peluffo-Ord{\'o}{\~{n}}ez, D. H.",
editor="Florez, Hector
and Misra, Sanjay",
title="Inverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization",
booktitle="Applied Informatics",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="266--280",
url = "https://link.springer.com/chapter/10.1007/978-3-030-61702-8_19",
isbn="978-3-030-61702-8"
}

@InProceedings{10.1007/978-3-030-61702-8_14,
author="Gonz{\'a}lez-Vergara, J.
and Escobar-Gonz{\'a}lez, D.
and Chaglla-Aguagallo, D.
and Peluffo-Ord{\'o}{\~{n}}ez, D. H.",
editor="Florez, Hector
and Misra, Sanjay",
title="A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results",
booktitle="Applied Informatics",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="197--209",
url="https://link.springer.com/chapter/10.1007/978-3-030-61702-8_14",
isbn="978-3-030-61702-8"
}

@InProceedings{10.1007/978-3-030-58802-1_14,
author="Ortega-Bustamante, M. C.
and Hasperu{\'e}, W.
and Peluffo-Ord{\'o}{\~{n}}ez, D. H.
and Pa{\'e}z-Jaime, M.
and Marrufo-Rodr{\'i}guez, I.
and Rosero-Montalvo, P.
and Umaquinga-Criollo, A. C.
and V{\'e}lez-Falconi, M.",
editor="Gervasi, Osvaldo
and Murgante, Beniamino
and Misra, Sanjay
and Garau, Chiara
and Ble{\v{c}}i{\'{c}}, Ivan
and Taniar, David
and Apduhan, Bernady O.
and Rocha, Ana Maria A.C.
and Tarantino, Eufemia
and Torre, Carmelo Maria
and Karaca, Yeliz",
title="Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization",
booktitle="Computational Science and Its Applications -- ICCSA 2020",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="193--203",
url="https://link.springer.com/chapter/10.1007/978-3-030-58802-1_14",
isbn="978-3-030-58802-1"
}

@InProceedings{Godoy2020SAI,
author="Godoy-Trujillo, Pamela E.
and Rosero-Montalvo, Paul D.
and Su{\'a}rez-Zambrano, Luis E.
and Peluffo-Ordo{\~{n}}ez, Diego H.
and Revelo-Fuelag{\'a}n, E. J.",
editor="Arai, Kohei
and Kapoor, Supriya
and Bhatia, Rahul",
title="A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study",
booktitle="Intelligent Computing",
year="2020",
publisher="Springer International Publishing",
address="Cham",
pages="416--425",
url="https://link.springer.com/chapter/10.1007/978-3-030-52249-0_29",
i="978-3-030-52249-0"
}

@Article{rs12121988,
AUTHOR = {Rosero-Montalvo, Paul D. and López-Batista, Vivian F. and Riascos, Jaime A. and Peluffo-Ordóñez, Diego H.},
TITLE = {Intelligent WSN System for Water Quality Analysis Using Machine Learning Algorithms: A Case Study (Tahuando River from Ecuador)},
JOURNAL = {Remote Sensing},
VOLUME = {12},
YEAR = {2020},
NUMBER = {12},
ARTICLE-NUMBER = {1988},
URL = {https://www.mdpi.com/2072-4292/12/12/1988},
ISSN = {2072-4292},
DOI = {10.3390/rs12121988}
}

@article{IJASEIT10813,
   author = {Juan Riofrío and Oscar Chang and E. J. Revelo-Fuelagán and Diego H. Peluffo-Ordóñez},
   title = {Forecasting the Consumer Price Index (CPI) of Ecuador:  A Comparative Study of Predictive Models},
   journal = {International Journal on Advanced Science, Engineering and Information Technology},
   volume = {10},
   number = {3},
   year = {2020},
   pages = {1078--1084},
   keywords = {Consumer Price Index (CPI); Ecuador; predictive models; forecasting.},
   issn = {2088-5334},
   publisher = {INSIGHT - Indonesian Society for Knowledge and Human Development},
   url = {http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=10813},
   doi = {10.18517/ijaseit.10.3.10813}
}

@ARTICLE{Becerra2020465,
author={Becerra, M.A. and Londoño-Montoya, E. and Serna-Guarín, L. and Peluffo-Ordóñez, D. and Tobón, C. and Giraldo, L.},
title={Structural capital model for universities based on JDL data fusion model and information quality [Modelo de capital estructural para universidades basado en el modelo de fusión de datos JDL y la calidad de la información]},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2020},
volume={2020},
number={E29},
pages={465-478},
note={cited By 0},
url={https://search.proquest.com/openview/8628c02b7642ce71c6185f8a4097235c},
issn={16469895},
document_type={Article},
source={Scopus},
}

@article{Mayorca2020,
   author = {Dagoberto Mayorca-Torres and Julio C. Caicedo-Eraso and Diego H. Peluffo-Ordóñez},
   title = {Knee Joint Angle Measuring Portable Embedded System based on Inertial Measurement Units for Gait Analysis},
   journal = {International Journal on Advanced Science, Engineering and Information Technology},
   volume = {10},
   number = {2},
   year = {2020},
   pages = {430--437},
   keywords = {IMU; gait analysis; motion analysis; knee-joint angle; kalman filter.},
   issn = {2088-5334},
   publisher = {INSIGHT - Indonesian Society for Knowledge and Human Development},
   url = {http://ijaseit.insightsociety.org/index.php?option=com_content&view=article&id=9&Itemid=1&article_id=10814},
   doi = {10.18517/ijaseit.10.2.10814}
}

@ARTICLE{Feliciano2020,
author={Feliciano, Y.A. and Trinchet, C.A. and Meléndez, E. and Lorente-Leyva, L.L. and Peluffo-Ordóñez, D.H.},
title={Analysis of the thermal behavior in the goldwind S50/750 wind turbines installed in the wind farm gibara ii using cad-cae tools},
journal={International Journal of Mechanical and Production Engineering Research and Development},
year={2020},
volume={10},
number={2},
doi={10.24247/ijmperdapr202032},
art_number={IJMPERDAPR202032},
note={cited By 0},
url={http://www.tjprc.org/view_paper.php?id=12471},
issn={22496890},
document_type={Article},
source={Scopus},
}

@ARTICLE{Bravo2020147,
author={Bravo, Y.E. and Narváez, E.R. and Cabrera, P.C. and Bonilla, J.L. and Peluffo-Ordoñez, D.H.},
title={Evaluation of characterization techniques for classification of seismic-volcanic signals of the nevado del ruiz [Evaluación de técnicas de extracción de características orientado a la clasificación de señales sísmico-volcánicas del volcán nevado del ruiz]},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2020},
volume={2020},
number={E25},
pages={147-158},
note={cited By 0},
url={https://search.proquest.com/openview/89389c5e0d0fd26011712fb07d7dda20/},
issn={16469895},
document_type={Article},
source={Scopus},
}

@ARTICLE{Parraga-Alava2020,
author={Parraga-Alava, J. and Moncayo-Nacaza, J.D. and Revelo-Fuelagán, J. and Rosero-Montalvo, P.D. and Anaya-Isaza, A. and Peluffo-Ordóñez, D.H.},
title={A data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia},
journal={Data in Brief},
year={2020},
volume={29},
doi={10.1016/j.dib.2020.105246},
art_number={105246},
note={cited By 0},
url={https://www.sciencedirect.com/science/article/pii/S2352340920301402},
document_type={Data Paper},
source={Scopus},
}

@ARTICLE{Herrera-Granda2020424,
author={Herrera-Granda, E.P. and Herrera-Mayorga, K.A. and Herrera-Granda, I.D. and Martínez, L.M.S. and H.peluffo-Ordoñez, D.},
title={Comparison of controllers and mathematical modeling of a magnetic levitator [Comparación de controladores y modelado matemático de un levitador magnético]},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2020},
volume={2020},
number={E25},
pages={424-438},
note={cited By 0},
url={https://search.proquest.com/openview/89389c5e0d0fd26080b81c9988997e02/1?pq-origsite=gscholar&cbl=1006393},
document_type={Article},
source={Scopus},
}

@ARTICLE{Becerra2020445,
author={Becerra, M.A. and Lasso-Arciniegas, L. and Viveros, A. and Serna-Guarín, L. and Peluffo-Ordóñez, D. and Tobón, C.},
title={Data fusion and information quality for biometric identification from multimodal signals [Modelo jdl y calidad de la información para identificación biométrica a partir de señales multimodales: Estudio exploratorio]},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2020},
volume={2020},
number={E27},
pages={445-456},
note={cited By 0},
url={https://search.proquest.com/openview/698b67944b9be4379bbcad321c83f1f1/},
issn={16469895},
document_type={Article},
source={Scopus},
}

@ARTICLE{Umaquinga-Criollo2020193,
author={Umaquinga-Criollo, A.C. and Peluffo-Ordóñez, D.H. and Rosero-Montalvo, P.D. and Godoy-Trujillo, P.E. and Benítez-Pereira, H.},
title={Interactive Visualization Interfaces for Big Data Analysis Using Combination of Dimensionality Reduction Methods: A Brief Review},
journal={Advances in Intelligent Systems and Computing},
year={2020},
volume={1110 AISC},
pages={193-203},
doi={10.1007/978-3-030-37221-7_17},
note={cited By 0},
url={https://link.springer.com/chapter/10.1007/978-3-030-37221-7_17},
document_type={Conference Paper},
source={Scopus},
}

@ARTICLE{Maya-Olalla202054,
author={Maya-Olalla, E. and Dominguez-Limaico, M. and Meneses-Narvaez, S. and Rosero-Montalvo, P.D. and Narvaez-Pupiales, S. and Zambrano Vizuete, M. and Peluffo-Ordóñez, D.H.},
title={Design and Tests to Implement Hyperconvergence into a DataCenter: Preliminary Results},
journal={Advances in Intelligent Systems and Computing},
year={2020},
volume={1066},
pages={54-66},
doi={10.1007/978-3-030-32022-5_6},
note={cited By 0},
url={https://link.springer.com/chapter/10.1007/978-3-030-32022-5_6},
document_type={Conference Paper},
source={Scopus},
}

@ARTICLE{Maya-Olalla20201,
author={Maya-Olalla, E. and Domínguez-Limaico, H. and Vásquez-Ayala, C. and Jaramillo-Vinueza, E. and Zambrano V, M. and Jácome-Ortega, A. and Rosero-Montalvo, P.D. and Peluffo-Ordóñez, D.H.},
title={A new approach of service platform for water optimization in lettuce crops using wireless sensor network},
journal={Advances in Intelligent Systems and Computing},
year={2020},
volume={1038},
pages={1-13},
doi={10.1007/978-3-030-29513-4_1},
note={cited By 0},
url={https://link.springer.com/chapter/10.1007/978-3-030-29513-4_1},
document_type={Conference Paper},
source={Scopus},
}

@ARTICLE{Vega-Gualan2019189,
author={Vega-Gualán, E. and Vargas, A. and Becerra, M. and Umaquinga, A. and Riascos, J.A. and Peluffo, D.},
title={Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11976 LNAI},
pages={189-198},
doi={10.1007/978-3-030-37078-7_19},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85078520739&doi=10.1007%2f978-3-030-37078-7_19&partnerID=40&md5=089e54ffeba0123e94c1f6e0f0c746ed},
document_type={Conference Paper},
source={Scopus},
}

@CONFERENCE{Lorente-Leyva2019,
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title={Artificial Neural Networks for Urban Water Demand Forecasting: A Case Study},
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year={2019},
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source={Scopus},
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@ARTICLE{Londono-Montoya2019617,
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journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2019},
volume={2019},
number={E20},
pages={617-629},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85070871662&partnerID=40&md5=08e1897eea669084b7428666fa73ea3a},
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source={Scopus},
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@ARTICLE{Encalada-Grijalva2019595,
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title={Medical dispenser of control and monitoring services for the elderly health care institute hogar del anciano “san vicente de paúl” from atuntaqui (Ecuador) [Dispensador médico de control y monitoreo para el Hogar del Anciano “San Vicente de Paúl” de la cuidad de Atuntaqui (Ecuador)]},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2019},
volume={2019},
number={19},
pages={595-607},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069226730&partnerID=40&md5=47b09604229078717e7fb0d094134ab8},
document_type={Article},
source={Scopus},
}

@CONFERENCE{Ordonez-Bolanos2019113,
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title={Recognition of emotions using ICEEMD-based characterization of multimodal physiological signals},
journal={2019 IEEE 10th Latin American Symposium on Circuits and Systems, LASCAS 2019 - Proceedings},
year={2019},
pages={113-116},
doi={10.1109/LASCAS.2019.8667585},
art_number={8667585},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064181428&doi=10.1109%2fLASCAS.2019.8667585&partnerID=40&md5=0f01136d5346918ff912f87a4912798e},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Rosero-Montalvo20191936,
author={Rosero-Montalvo, P.D. and Peluffo-Ordonez, D.H. and Lopez Batista, V.F. and Serrano, J. and Rosero, E.A.},
title={Intelligent system for identification of wheelchair user's posture using machine learning techniques},
journal={IEEE Sensors Journal},
year={2019},
volume={19},
number={5},
pages={1936-1942},
doi={10.1109/JSEN.2018.2885323},
art_number={8565996},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85058083472&doi=10.1109%2fJSEN.2018.2885323&partnerID=40&md5=c4f2cc625ac669a08f73a5eb93c67ff2},
document_type={Article},
source={Scopus},
}

@ARTICLE{Mayorca-Torres2019184,
author={Mayorca-Torres, D. and Caicedo-Eraso, J.C. and Peluffo-Ordoñez, D.H.},
title={Method for the Improvement of Knee Angle Accuracy Based on Kinect and IMU: Preliminary Results},
journal={Communications in Computer and Information Science},
year={2019},
volume={1068 CCIS},
pages={184-199},
doi={10.1007/978-3-030-36636-0_14},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076933673&doi=10.1007%2f978-3-030-36636-0_14&partnerID=40&md5=e0fd13525b5126d075e62cc728419830},
document_type={Conference Paper},
source={Scopus},
}

@ARTICLE{Revelo2019337,
author={Revelo, M.Y.M. and Gómez Menoza, J.B. and Peluffo Ordoñez, D.H.},
title={Satellite-image-based crop identification using unsupervised machine learning techniques: Preliminary results},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2019},
volume={2019},
number={E22},
pages={337-348},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075274991&partnerID=40&md5=7840ac130e259013fbefa0dba42a66f7},
document_type={Article},
source={Scopus},
}

@ARTICLE{Betancur-Delgado201969,
author={Betancur-Delgado, L. and Becerra, M.A. and Duque-Mejía, C. and Peluffo-Ordóñez, D. and Álvarez-Uribe, K.C.},
title={Public urban transport optimization by means of tabu search and pso algorithms: Medellín, colombia [Optimización del transporte público urbano mediante algoritmos de búsqueda tabú y pso: Medellín, colombia]},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2019},
volume={2019},
number={E22},
pages={69-80},
note={cited By 0},
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@ARTICLE{Fernandez2019242,
author={Fernández, Y.F. and Tobar, A.C. and Peluffo-Ordóñez, D.H. and Manosalvas, T.S. and Miranda, R.},
title={Optimization-based algorithms applied in photovoltaic systems},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2019},
volume={2019},
number={E22},
pages={242-255},
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@ARTICLE{Rosero-Montalvo2019686,
author={Rosero-Montalvo, P.D. and López-Batista, V.F. and Peluffo-Ordóñez, D.H. and Lorente-Leyva, L.L. and Blanco-Valencia, X.P.},
title={Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11734 LNAI},
pages={686-696},
doi={10.1007/978-3-030-29859-3_58},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072902031&doi=10.1007%2f978-3-030-29859-3_58&partnerID=40&md5=25c9a37b7e3278f79a63fa4f765c905a},
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@ARTICLE{Rosero-Montalvo2019234,
author={Rosero-Montalvo, P.D. and López-Batista, V.F. and Peluffo-Ordóñez, D.H. and Erazo-Chamorro, V.C. and Arciniega-Rocha, R.P.},
title={Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11487 LNCS},
pages={234-243},
doi={10.1007/978-3-030-19651-6_23},
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@ARTICLE{Mayorca-Torres2019282,
author={Mayorca-Torres, D. and Guerrero-Chapal, H. and Mejía-Manzano, J. and Lopez-Mesa, D. and Peluffo-Ordoñez, D.H. and Salazar-Castro, J.A.},
title={Multi-target tracking for sperm motility measurement using the kalman filter and JPDAF: Preliminary results},
journal={RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao},
year={2019},
volume={2019},
number={E22},
pages={282-294},
note={cited By 0},
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@ARTICLE{Becerra2019333,
author={Becerra, M.A. and Londoño-Delgado, E. and Botero-Henao, O.I. and Marín-Castrillón, D. and Mejia-Arboleda, C. and Peluffo-Ordóñez, D.H.},
title={Low Resolution Electroencephalographic-Signals-Driven Semantic Retrieval: Preliminary Results},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11466 LNBI},
pages={333-342},
doi={10.1007/978-3-030-17935-9_30},
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issn={03029743},
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@ARTICLE{Herrera-Granda2019578,
author={Herrera-Granda, I.D. and Imbaquingo-Usiña, W.G. and Lorente-Leyva, L.L. and Herrera-Granda, E.P. and Peluffo-Ordóñez, D.H. and Rossit, D.G.},
title={Optimization of the network of urban solid waste containers: A case study},
journal={Communications in Computer and Information Science},
year={2019},
volume={895},
pages={578-589},
doi={10.1007/978-3-030-05532-5_44},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85059746509&doi=10.1007%2f978-3-030-05532-5_44&partnerID=40&md5=eebbb117b30bb26cc420169aa2a846cf},
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@ARTICLE{Herrera-Granda2019362,
author={Herrera-Granda, I.D. and Chicaiza-Ipiales, J.A. and Herrera-Granda, E.P. and Lorente-Leyva, L.L. and Caraguay-Procel, J.A. and García-Santillán, I.D. and Peluffo-Ordóñez, D.H.},
title={Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11507 LNCS},
pages={362-373},
doi={10.1007/978-3-030-20518-8_31},
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@ARTICLE{Londono-Delgado2019363,
author={Londoño-Delgado, E. and Becerra, M.A. and Duque-Mejía, C.M. and Zapata, J.C. and Mejía-Arboleda, C. and Castro-Ospina, A.E. and Peluffo-Ordóñez, D.H.},
title={Non-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11466 LNBI},
pages={363-373},
doi={10.1007/978-3-030-17935-9_33},
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@ARTICLE{Herrera-Granda2019626,
author={Herrera-Granda, E.P. and Caraguay-Procel, J.A. and Granda-Gudiño, P.D. and Herrera-Granda, I.D. and Lorente-Leyva, L.L. and Peluffo-Ordóñez, D.H. and Revelo-Fuelagán, J.},
title={Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11431 LNAI},
pages={626-637},
doi={10.1007/978-3-030-14799-0_54},
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@ARTICLE{Rosero-Montalvo2019874,
author={Rosero-Montalvo, P.D. and Batista, V.F.L. and Rosero, E.A. and Jaramillo, E.D. and Caraguay, J.A. and Pijal-Rojas, J. and Peluffo-Ordóñez, D.H.},
title={Intelligence in embedded systems: Overview and applications},
journal={Advances in Intelligent Systems and Computing},
year={2019},
volume={880},
pages={874-883},
doi={10.1007/978-3-030-02686-8_65},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85055912960&doi=10.1007%2f978-3-030-02686-8_65&partnerID=40&md5=ca520a82609b0786af94d97a80db411f},
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@ARTICLE{Ona-Rocha201930,
author={Oña-Rocha, O. and Riascos-Salas, J.A. and Marrufo-Rodríguez, I.C. and Páez-Jaime, M.A. and Mayorca-Torres, D. and Ponce-Guevara, K.L. and Salazar-Castro, J.A. and Peluffo-Ordóñez, D.H.},
title={Kernel-Spectral-Clustering-Driven Motion Segmentation: Rotating-Objects First Trials},
journal={Communications in Computer and Information Science},
year={2019},
volume={1068 CCIS},
pages={30-40},
doi={10.1007/978-3-030-36636-0_3},
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@ARTICLE{Lorente-Leyva2019674,
author={Lorente-Leyva, L.L. and Murillo-Valle, J.R. and Montero-Santos, Y. and Herrera-Granda, I.D. and Herrera-Granda, E.P. and Rosero-Montalvo, P.D. and Peluffo-Ordóñez, D.H. and Blanco-Valencia, X.P.},
title={Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11734 LNAI},
pages={674-685},
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@ARTICLE{BastidasTorres2019339,
author={Bastidas Torres, D. and Piñeros Rodriguez, C. and Peluffo-Ordóñez, D.H. and Blanco Valencia, X. and Revelo-Fuelagán, J. and Becerra, M.A. and Castro-Ospina, A.E. and Lorente-Leyva, L.L.},
title={Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11431 LNAI},
pages={339-350},
doi={10.1007/978-3-030-14799-0_29},
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@ARTICLE{Gomez-Lara2019351,
author={Gómez-Lara, J.F. and Ordóñez-Bolaños, O.A. and Becerra, M.A. and Castro-Ospina, A.E. and Mejía-Arboleda, C. and Duque-Mejía, C. and Rodriguez, J. and Revelo-Fuelagán, J. and Peluffo-Ordóñez, D.H.},
title={Feature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11431 LNAI},
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@ARTICLE{Duque-Mejia2019269,
author={Duque-Mejía, C. and Becerra, M.A. and Zapata-Hernández, C. and Mejia-Arboleda, C. and Castro-Ospina, A.E. and Delgado-Trejos, E. and Peluffo-Ordóñez, D.H. and Rosero-Montalvo, P. and Revelo-Fuelagán, J.},
title={Cardiac Murmur Effects on Automatic Segmentation of ECG Signals for Biometric Identification: Preliminary Study},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2019},
volume={11431 LNAI},
pages={269-279},
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@CONFERENCE{Rosero-Montalvo2018,
author={Rosero-Montalvo, P.D. and Godoy-Trujillo, P. and Flores-Bosmediano, E. and Carrascal-Garcia, J. and Otero-Potosi, S. and Benitez-Pereira, H. and Peluffo-Ordonez, D.H.},
title={Sign Language Recognition Based on Intelligent Glove Using Machine Learning Techniques},
journal={2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018},
year={2018},
doi={10.1109/ETCM.2018.8580268},
art_number={8580268},
note={cited By 1},
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@CONFERENCE{Rosero-Montalvo2018,
author={Rosero-Montalvo, P.D. and Pijal-Rojas, J. and Vasquez-Ayala, C. and Maya, E. and Pupiales, C. and Suarez, L. and Benitez-Pereira, H. and Peluffo-Ordonez, D.H.},
title={Wireless Sensor Networks for Irrigation in Crops Using Multivariate Regression Models},
journal={2018 IEEE 3rd Ecuador Technical Chapters Meeting, ETCM 2018},
year={2018},
doi={10.1109/ETCM.2018.8580322},
art_number={8580322},
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@CONFERENCE{Rosero-Montalvo201875,
author={Rosero-Montalvo, P.D. and Caraguay-Procel, J.A. and Jaramillo, E.D. and Michilena-Calderon, J.M. and Umaquinga-Criollo, A.C. and Mediavilla-Valverde, M. and Ruiz, M.A. and Beltran, L.A. and Peluffo-Ordónez, D.H.},
title={Air quality monitoring intelligent system using machine learning techniques},
journal={Proceedings - 3rd International Conference on Information Systems and Computer Science, INCISCOS 2018},
year={2018},
volume={2018-December},
pages={75-80},
doi={10.1109/INCISCOS.2018.00019},
art_number={8564511},
note={cited By 1},
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@ARTICLE{Alpala2018243,
author={Alpala, L.O. and Alemany, M.M.E. and Peluffo-Ordoñez, D.H. and Bolaños, F. and Rosero, A.M. and Torres, J.C.},
title={Methodology for the design and simulation of industrial facilities and production systems based on a modular approach in an "industry 4.0" context • [Metodología para el diseño y simulación de instalaciones industriales y sistemas de producción basada en una visión modular bajo un contexto de "industria 4.0"]},
journal={DYNA (Colombia)},
year={2018},
volume={85},
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pages={243-252},
doi={10.15446/dyna.v85n207.68545},
note={cited By 0},
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@CONFERENCE{Mejia-Campos2018309,
author={Mejia-Campos, R. and Nejer-Haro, D. and Recalde-Avincho, S. and Rosero-Montalvo, P. and Peluffo-Ordonez, D.},
title={Face detection and classification using eigenfaces and principal component analysis: Preliminary results [Detección y Clasificación de Rostros usando Eigenfaces y Análisis de Componentes Principales: Resultados Preliminares]},
journal={Proceedings - 2017 International Conference on Information Systems and Computer Science, INCISCOS 2017},
year={2018},
volume={2017-November},
pages={309-315},
doi={10.1109/INCISCOS.2017.59},
note={cited By 0},
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@CONFERENCE{Rosero-Montalvo20181,
author={Rosero-Montalvo, P. and Peluffo-Ordonez, D.H. and Umaquinga, A. and Anaya, A. and Serrano, J. and Rosero, E. and Vasquez, C. and Suarez, L.},
title={Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study},
journal={2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017},
year={2018},
volume={2017-January},
pages={1-5},
doi={10.1109/ETCM.2017.8247530},
note={cited By 8},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045743531&doi=10.1109%2fETCM.2017.8247530&partnerID=40&md5=aea3a32c4379f64a7f423638864e4a95},
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@CONFERENCE{Ponce-Guevara20181,
author={Ponce-Guevara, K.L. and Palacios-Echeverria, J.A. and Maya-Olalla, E. and Dominguez-Limaico, H.M. and Suarez-Zambrano, L.E. and Rosero-Montalvo, P.D. and Peluffo-Ordonez, D.H. and Alvarado-Perez, J.C.},
title={GreenFarm-DM: A tool for analyzing vegetable crops data from a greenhouse using data mining techniques (First trial)},
journal={2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017},
year={2018},
volume={2017-January},
pages={1-6},
doi={10.1109/ETCM.2017.8247519},
note={cited By 5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045743255&doi=10.1109%2fETCM.2017.8247519&partnerID=40&md5=2d307eca2326a647df38e937ee1303bc},
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@CONFERENCE{Rosero-Montalvo20181,
author={Rosero-Montalvo, P.D. and Peluffo-Ordonez, D.H. and Godoy, P. and Ponce, K. and Rosero, E.A. and Vasquez, C.A. and Cuzme, F. and Flores, S.C. and Mera, Z.A.},
title={Elderly fall detection using data classification on a portable embedded system},
journal={2017 IEEE 2nd Ecuador Technical Chapters Meeting, ETCM 2017},
year={2018},
volume={2017-January},
pages={1-4},
doi={10.1109/ETCM.2017.8247529},
note={cited By 5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045728734&doi=10.1109%2fETCM.2017.8247529&partnerID=40&md5=e03eb15109ad8fd99e3f5051a049495c},
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@ARTICLE{Areiza-Laverde2018148,
author={Areiza-Laverde, H.J. and Castro-Ospina, A.E. and Peluffo-Ordóñez, D.H.},
title={Voice pathology detection using artificial neural networks and support vector machines powered by a multicriteria optimization algorithm},
journal={Communications in Computer and Information Science},
year={2018},
volume={915},
pages={148-159},
doi={10.1007/978-3-030-00350-0_13},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054058110&doi=10.1007%2f978-3-030-00350-0_13&partnerID=40&md5=38cc2baa1f4e865b4940927525432cfb},
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@ARTICLE{Becerra2018289,
author={Becerra, M.A. and Alvarez-Uribe, K.C. and Peluffo-Ordoñez, D.H.},
title={Low Data Fusion Framework Oriented to Information Quality for BCI Systems},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10814 LNBI},
pages={289-300},
doi={10.1007/978-3-319-78759-6_27},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045997986&doi=10.1007%2f978-3-319-78759-6_27&partnerID=40&md5=bd0e2b31a60754fd0c1acca729ec2eff},
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@ARTICLE{Uribe20181,
author={Uribe, Y.F. and Alvarez-Uribe, K.C. and Peluffo-Ordoñez, D.H. and Becerra, M.A.},
title={Physiological signals fusion oriented to diagnosis - A review},
journal={Communications in Computer and Information Science},
year={2018},
volume={885},
pages={1-15},
doi={10.1007/978-3-319-98998-3_1},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054352561&doi=10.1007%2f978-3-319-98998-3_1&partnerID=40&md5=1ad261d2000ea034506069b44c91df51},
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@ARTICLE{Castro-Ospina2018455,
author={Castro-Ospina, A.E. and Correa-Mira, A.M. and Herrera-Granda, I.D. and Peluffo-Ordóñez, D.H. and Fandiño-Toro, H.A.},
title={Fingertips segmentation of thermal images and its potential use in hand thermoregulation analysis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10870 LNAI},
pages={455-463},
doi={10.1007/978-3-319-92639-1_38},
note={cited By 0},
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@ARTICLE{Martinez2018881,
author={Martínez, L.M.S. and Cobos, C.A. and Muñoz, J.C.C. and Curieux, T.R. and Herrera-Viedma, E. and Peluffo-Ordóñez, D.H.},
title={Building a Nasa Yuwe language corpus and tagging with a metaheuristic approach},
journal={Computacion y Sistemas},
year={2018},
volume={22},
number={3},
pages={881-894},
doi={10.13053/CyS-22-3-3018},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85055487198&doi=10.13053%2fCyS-22-3-3018&partnerID=40&md5=90eb3c726a5b1d1e16ffa5e1b871e9f8},
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@ARTICLE{Basante-Villota201828,
author={Basante-Villota, C.K. and Ortega-Castillo, C.M. and Peña-Unigarro, D.F. and Revelo-Fuelagán, J.E. and Salazar-Castro, J.A. and Peluffo-Ordóñez, D.H.},
title={Comparative analysis between embedded-spaces-based and Kernel-based approaches for interactive data representation},
journal={Communications in Computer and Information Science},
year={2018},
volume={885},
pages={28-38},
doi={10.1007/978-3-319-98998-3_3},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054357654&doi=10.1007%2f978-3-319-98998-3_3&partnerID=40&md5=d01cd98bf997666b0cd914d2c09215f6},
document_type={Conference Paper},
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@ARTICLE{BlancoValencia201826,
author={Blanco Valencia, X. and Bastidas Torres, D. and Piñeros Rodriguez, C. and Peluffo-Ordóñez, D.H. and Becerra, M.A. and Castro-Ospina, A.E.},
title={Case-based reasoning systems for medical applications with improved adaptation and recovery stages},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10813 LNBI},
pages={26-38},
doi={10.1007/978-3-319-78723-7_3},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045902477&doi=10.1007%2f978-3-319-78723-7_3&partnerID=40&md5=8783a1bce2efc3bb204e974db902efe4},
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@ARTICLE{Garcia-Santillan2018355,
author={García-Santillán, I. and Peluffo-Ordoñez, D. and Caranqui, V. and Pusdá, M. and Garrido, F. and Granda, P.},
title={Computer vision-based method for automatic detection of crop rows in potato fields},
journal={Advances in Intelligent Systems and Computing},
year={2018},
volume={721},
pages={355-366},
doi={10.1007/978-3-319-73450-7_34},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85041046891&doi=10.1007%2f978-3-319-73450-7_34&partnerID=40&md5=558231a45e8c332c81a70f933ed4dc5d},
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@ARTICLE{Becerra2018309,
author={Becerra, M.A. and Londoño-Delgado, E. and Pelaez-Becerra, S.M. and Castro-Ospina, A.E. and Mejia-Arboleda, C. and Durango, J. and Peluffo-Ordóñez, D.H.},
title={Electroencephalographic signals and emotional states for tactile pleasantness classification},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={11047 LNCS},
pages={309-316},
doi={10.1007/978-3-030-01132-1_35},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057286160&doi=10.1007%2f978-3-030-01132-1_35&partnerID=40&md5=9e0aeafdb55cfb89a16510fdc819487a},
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@ARTICLE{Lasso-Arciniegas2018368,
author={Lasso-Arciniegas, L. and Viveros-Melo, A. and Salazar-Castro, J.A. and Becerra, M.A. and Castro-Ospina, A.E. and Revelo-Fuelagán, E.J. and Peluffo-Ordóñez, D.H.},
title={Movement identification in emg signals using machine learning: A comparative study},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={11047 LNCS},
pages={368-375},
doi={10.1007/978-3-030-01132-1_42},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057248053&doi=10.1007%2f978-3-030-01132-1_42&partnerID=40&md5=ed049364c57629842c8166936d1d06c5},
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@ARTICLE{Becerra2018128,
author={Becerra, M.A. and Londoño-Delgado, E. and Pelaez-Becerra, S.M. and Serna-Guarín, L. and Castro-Ospina, A.E. and Marin-Castrillón, D. and Peluffo-Ordóñez, D.H.},
title={Odor pleasantness classification from electroencephalographic signals and emotional states},
journal={Communications in Computer and Information Science},
year={2018},
volume={885},
pages={128-138},
doi={10.1007/978-3-319-98998-3_10},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054361953&doi=10.1007%2f978-3-319-98998-3_10&partnerID=40&md5=781af75ab1a0c72d1932a77b69abced3},
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@ARTICLE{Viveros-Melo2018139,
author={Viveros-Melo, A. and Lasso-Arciniegas, L. and Salazar-Castro, J.A. and Peluffo-Ordóñez, D.H. and Becerra, M.A. and Castro-Ospina, A.E. and Revelo-Fuelagán, E.J.},
title={Exploration of characterization and classification techniques for movement identification from EMG signals: Preliminary results},
journal={Communications in Computer and Information Science},
year={2018},
volume={885},
pages={139-149},
doi={10.1007/978-3-319-98998-3_11},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85054360147&doi=10.1007%2f978-3-319-98998-3_11&partnerID=40&md5=14f17101f60bea546e70d5bcffada7c9},
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@ARTICLE{Herrera-Granda201895,
author={Herrera-Granda, I.D. and Lorente-Leyva, L.L. and Peluffo-Ordóñez, D.H. and Valencia-Chapi, R.M. and Montero-Santos, Y. and Chicaiza-Vaca, J.L. and Castro-Ospina, A.E.},
title={Optimization of the university transportation by contraction hierarchies method and clustering algorithms},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10870 LNAI},
pages={95-107},
doi={10.1007/978-3-319-92639-1_9},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048880407&doi=10.1007%2f978-3-319-92639-1_9&partnerID=40&md5=3d06e332ac50a525102f80dc2c8df31b},
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@ARTICLE{Becerra2018410,
author={Becerra, M.A. and Duque-Mejía, C. and Zapata-Hernández, C. and Peluffo-Ordóñez, D.H. and Serna-Guarín, L. and Delgado-Trejos, E. and Revelo-Fuelagán, E.J. and Blanco Valencia, X.P.},
title={Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={11314 LNCS},
pages={410-418},
doi={10.1007/978-3-030-03493-1_43},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057136338&doi=10.1007%2f978-3-030-03493-1_43&partnerID=40&md5=23638ccf197b5f04bf9ddd8bd583c88d},
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@ARTICLE{Lorente-Leyva2018318,
author={Lorente-Leyva, L.L. and Herrera-Granda, I.D. and Rosero-Montalvo, P.D. and Ponce-Guevara, K.L. and Castro-Ospina, A.E. and Becerra, M.A. and Peluffo-Ordóñez, D.H. and Rodríguez-Sotelo, J.L.},
title={Developments on solutions of the normalized-cut-clustering problem without eigenvectors},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10878 LNCS},
pages={318-328},
doi={10.1007/978-3-319-92537-0_37},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048052351&doi=10.1007%2f978-3-319-92537-0_37&partnerID=40&md5=1619cc7f8da0a0de88e3150ec3864f01},
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@ARTICLE{Salazar-Castro2018557,
author={Salazar-Castro, J.A. and Rosero-Montalvo, P.D. and Peña-Unigarro, D.F. and Umaquinga-Criollo, A.C. and Castillo-Marrero, Z. and Revelo-Fuelagán, E.J. and Peluffo-Ordóñez, D.H. and Castellanos-Domínguez, C.G.},
title={A novel color-based data visualization approach using a circular interaction model and dimensionality reduction},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10878 LNCS},
pages={557-567},
doi={10.1007/978-3-319-92537-0_64},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048034832&doi=10.1007%2f978-3-319-92537-0_64&partnerID=40&md5=54c287ab43875138ac23ba121282159a},
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@ARTICLE{Salazar-Castro2018231,
author={Salazar-Castro, J.A. and Umaquinga-Criollo, A.C. and Cruz-Cruz, L.D. and Alpala-Alpala, L.O. and González-Castaño, C. and Becerra-Botero, M.A. and Peluffo-Ordóñez, D.H. and Castellanos-Domínguez, C.G.},
title={Advances in Homotopy Applied to Object Deformation},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10814 LNBI},
pages={231-242},
doi={10.1007/978-3-319-78759-6_22},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045985214&doi=10.1007%2f978-3-319-78759-6_22&partnerID=40&md5=8bcf0bbada80bb47c32b696409d62d30},
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@ARTICLE{Lopez-Chamorro201896,
author={Lopez-Chamorro, F.M. and Arciniegas-Mejia, A.F. and Imbajoa-Ruiz, D.E. and Rosero-Montalvo, P.D. and García, P. and Castro-Ospina, A.E. and Acosta, A. and Peluffo-Ordóñez, D.H.},
title={Cardiac pulse modeling using a modified van der Pol oscillator and genetic algorithms},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={10813 LNBI},
pages={96-106},
doi={10.1007/978-3-319-78723-7_8},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045938662&doi=10.1007%2f978-3-319-78723-7_8&partnerID=40&md5=b2af7cab54960fbc06eaf3bf2b521100},
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@ARTICLE{Basante-Villota2018149,
author={Basante-Villota, C.K. and Ortega-Castillo, C.M. and Peña-Unigarro, D.F. and Revelo-Fuelagán, E.J. and Salazar-Castro, J.A. and Ortega-Bustamante, M. and Rosero-Montalvo, P. and Vega-Escobar, L.S. and Peluffo-Ordóñez, D.H.},
title={Angle-based model for interactive dimensionality reduction and data visualization},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={11047 LNCS},
pages={149-157},
doi={10.1007/978-3-030-01132-1_17},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057261150&doi=10.1007%2f978-3-030-01132-1_17&partnerID=40&md5=230d90827d34dc2e41bd9e9ec699bbdc},
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@ARTICLE{Salazar-Castro2018661,
author={Salazar-Castro, J.A. and Peña, D.F. and Basante, C. and Ortega, C. and Cruz-Cruz, L. and Revelo-Fuelagán, J. and Blanco-Valencia, X.P. and Castellanos-Domínguez, G. and Peluffo-Ordóñez, D.H.},
title={Generalized Low-Computational Cost Laplacian Eigenmaps},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2018},
volume={11314 LNCS},
pages={661-669},
doi={10.1007/978-3-030-03493-1_69},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85057095340&doi=10.1007%2f978-3-030-03493-1_69&partnerID=40&md5=71894ec8a05546a396c419623d3e7bb8},
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@CONFERENCE{Duarte-Salazar2017,
author={Duarte-Salazar, C.A. and Orozco-Duque, A. and Tobón, C. and Peluffo-Ordóñez, D.H. and Luna, J.A.G. and Becerra, M.A.},
title={Comparison between unipolar and bipolar electrograms for detecting rotor tip from 2D fibrillation model using image fusion. A simulation study},
journal={2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings},
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doi={10.1109/LA-CCI.2016.7885712},
art_number={7885712},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018175011&doi=10.1109%2fLA-CCI.2016.7885712&partnerID=40&md5=727e3215280a9170a634b8d6031c8e6f},
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@CONFERENCE{Salazar-Castro2017,
author={Salazar-Castro, J.A. and Peña-Unigarro, D. and Peluffo-Ordóñez, D.H. and Rosero-Montalvo, P.D. and Dominguez-Limaico, H.M. and Alvarado-Perez, J.C. and Theron, R.},
title={Dimensionality reduction for interactive data visualization via a Geo-Desic approach},
journal={2016 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2016 - Proceedings},
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doi={10.1109/LA-CCI.2016.7885740},
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@ARTICLE{Rodriguez-Sotelo2017456,
author={Rodríguez-Sotelo, J.L. and Peluffo-Ordoñez, D.H. and López-Londoño, D. and Castro-Ospina, A.},
title={Segment clustering for Holter recordings analysis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10337 LNCS},
pages={456-463},
doi={10.1007/978-3-319-59740-9_45},
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@ARTICLE{Moreno-Revelo2017436,
author={Moreno-Revelo, M. and Ortega-Adarme, M. and Peluffo-Ordoñez, D.H. and Alvarez-Uribe, K.C. and Becerra, M.A.},
title={Comparison among physiological signals for biometric identification},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10585 LNCS},
pages={436-443},
doi={10.1007/978-3-319-68935-7_47},
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@ARTICLE{Rosero-Montalvo2017749,
author={Rosero-Montalvo, P. and Jaramillo, D. and Flores, S. and Peluffo, D. and Alvear, V. and Lopez, M.},
title={Human sit down position detection using data classification and dimensionality reduction},
journal={Advances in Science, Technology and Engineering Systems},
year={2017},
volume={2},
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@ARTICLE{Ortega-Adarme2017511,
author={Ortega-Adarme, M. and Moreno-Revelo, M. and Peluffo-Ordoñez, D.H. and Marín Castrillon, D. and Castro-Ospina, A.E. and Becerra, M.A.},
title={Analysis of motor imaginary BCI within multi-environment scenarios using a mixture of classifiers},
journal={Communications in Computer and Information Science},
year={2017},
volume={735},
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doi={10.1007/978-3-319-66562-7_37},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85028847660&doi=10.1007%2f978-3-319-66562-7_37&partnerID=40&md5=ca719ebcb85c7379b7c59c4747cceeb8},
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@ARTICLE{Areiza-Laverde2017792,
author={Areiza-Laverde, H.J. and Castro-Ospina, A.E. and Rosero-Montalvo, P. and Peluffo-Ordóñez, D.H. and Rodríguez-Sotelo, J.L. and Becerra-Botero, M.A.},
title={Two novel clustering performance measures based on coherence and relative assignments of clusters},
journal={Communications in Computer and Information Science},
year={2017},
volume={735},
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doi={10.1007/978-3-319-66562-7_56},
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@ARTICLE{Rosero-Montalvo2017289,
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.},
title={Data visualization using interactive dimensionality reduction and improved color-based interaction model},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10338 LNCS},
pages={289-298},
doi={10.1007/978-3-319-59773-7_30},
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@ARTICLE{Rodriguez-Sotelo2017444,
author={Rodríguez-Sotelo, J.L. and Osorio-Forero, A. and Jiménez-Rodríguez, A. and Restrepo-De-Mejía, F. and Peluffo-Ordoñez, D.H. and Serrano, J.},
title={Sleep stages clustering using time and spectral features of EEG signals an unsupervised approach},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10337 LNCS},
pages={444-455},
doi={10.1007/978-3-319-59740-9_44},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027059210&doi=10.1007%2f978-3-319-59740-9_44&partnerID=40&md5=b255cb56a8a67a7c9b8069bde4280e53},
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@ARTICLE{Becerra2017426,
author={Becerra, M.A. and Sánchez, M.B. and Carvajal, J.G. and Luna, J.A.G. and Peluffo-Ordóñez, D.H. and Tobón, C.},
title={Data fusion from multiple stations for estimation of PM2.5 in specific geographical location},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10125 LNCS},
pages={426-433},
doi={10.1007/978-3-319-52277-7_52},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013471394&doi=10.1007%2f978-3-319-52277-7_52&partnerID=40&md5=668dac684d7746221537a90a90404d13},
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@ARTICLE{Ona-Rocha2017406,
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.},
title={Automatic motion segmentation via a cumulative kernel representation and spectral clustering},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10585 LNCS},
pages={406-414},
doi={10.1007/978-3-319-68935-7_44},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034224100&doi=10.1007%2f978-3-319-68935-7_44&partnerID=40&md5=b2874aae642b1a695cab4bcf8bdee573},
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@ARTICLE{Peluffo-Ordonez20171670,
author={Peluffo-Ordóñez, D. and Rosero-Montalvo, P. and Umaquinga-Criollo, A. and Suárez-Zambrano, L. and Domínguez-Limaico, H. and Oña-Rocha, O. and Flores-Armas, S. and Maya-Olalla, E.},
title={Theoretical developments for interpreting kernel spectral clustering from alternative viewpoints},
journal={Advances in Science, Technology and Engineering Systems},
year={2017},
volume={2},
number={3},
pages={1670-1676},
doi={10.25046/aj0203208},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85069203689&doi=10.25046%2faj0203208&partnerID=40&md5=9e489a2a1ebad485b9e53141f1b35b12},
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@ARTICLE{Pena-Unigarro2017461,
author={Peña-Unigarro, D.F. and Rosero-Montalvo, P. and Revelo-Fuelagán, E.J. and Castro-Silva, J.A. and Alvarado-Pérez, J.C. and Therón, R. and Ortega-Bustamante, C.M. and Peluffo-Ordóñez, D.H.},
title={Interactive data visualization using dimensionality reduction and dissimilarity-based representations},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10585 LNCS},
pages={461-469},
doi={10.1007/978-3-319-68935-7_50},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034252638&doi=10.1007%2f978-3-319-68935-7_50&partnerID=40&md5=e5862a3bd2fd18e137b783c65a7e89ef},
document_type={Conference Paper},
source={Scopus},
}

@ARTICLE{Imbajoa-Ruiz2017343,
author={Imbajoa-Ruiz, D.E. and Gustin, I.D. and Bolaños-Ledezma, M. and Arciniegas-Mejía, A.F. and Guasmayan-Guasmayan, F.A. and Bravo-Montenegro, M.J. and Castro-Ospina, A.E. and Peluffo-Ordóñez, D.H.},
title={Multi-labeler classification using kernel representations and mixture of classifiers},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10125 LNCS},
pages={343-351},
doi={10.1007/978-3-319-52277-7_42},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013478371&doi=10.1007%2f978-3-319-52277-7_42&partnerID=40&md5=83e396c687b34dae96b88c3203d632c8},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Rosero-Montalvo2017334,
author={Rosero-Montalvo, P. and Diaz, P. and Salazar-Castro, J.A. and Peña-Unigarro, D.F. and Anaya-Isaza, A.J. and Alvarado-Pérez, J.C. and Therón, R. and Peluffo-Ordóñez, D.H.},
title={Interactive data visualization using dimensionality reduction and similarity-based representations},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2017},
volume={10125 LNCS},
pages={334-342},
doi={10.1007/978-3-319-52277-7_41},
note={cited By 8},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85013427890&doi=10.1007%2f978-3-319-52277-7_41&partnerID=40&md5=dbac64e67b21f65b6576fac12cc28fe5},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo2016,
author={Peluffo, D.H.O. and Rosero, P.D.M. and Pupiales, C.H.Y. and Suarez, L.E.Z. and Jaramillo, E.D.V. and Maya, E.A.O. and Michilena, J.R.C. and Vasquez, C.A.A.},
title={Different perspectives for kernel spectral clustering: A theoretical study},
journal={2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016},
year={2016},
doi={10.1109/ETCM.2016.7750849},
art_number={7750849},
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document_type={Conference Paper},
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@CONFERENCE{Nunez-Godoy2016,
author={Nunez-Godoy, S. and Alvear-Puertas, V. and Realpe-Godoy, S. and Pujota-Cuascota, E. and Farinango-Endara, H. and Navarrete-Insuasti, I. and Vaca-Chapi, F. and Rosero-Montalvo, P. and Peluffo, D.H.},
title={Human-sitting-pose detection using data classification and dimensionality reduction},
journal={2016 IEEE Ecuador Technical Chapters Meeting, ETCM 2016},
year={2016},
doi={10.1109/ETCM.2016.7750822},
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document_type={Conference Paper},
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@CONFERENCE{Pena-Unigarro2016,
author={Pena-Unigarro, D.F. and Salazar-Castro, J.A. and Peluffo-Ordonez, D.H. and Rosero-Montalvo, P.D. and Ona-Rocha, O.R. and Isaza, A.A. and Alvarado-Perez, J.C. and Theron, R.},
title={Interactive visualization methodology of high-dimensional data with a color-based model for dimensionality reduction},
journal={2016 21st Symposium on Signal Processing, Images and Artificial Vision, STSIVA 2016},
year={2016},
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art_number={7743318},
note={cited By 5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85002941227&doi=10.1109%2fSTSIVA.2016.7743318&partnerID=40&md5=c81ea0c1dc0ab9228ac079835c0c4e39},
document_type={Conference Paper},
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@ARTICLE{Peluffo-Ordonez2016255,
author={Peluffo-Ordóñez, D.H. and Becerra, M.A. and Castro-Ospina, A.E. and Blanco-Valencia, X. and Alvarado-Pérez, J.C. and Therón, R. and Anaya-Isaza, A.},
title={On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint},
journal={Advances in Intelligent Systems and Computing},
year={2016},
volume={474},
pages={255-264},
doi={10.1007/978-3-319-40162-1_28},
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document_type={Conference Paper},
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@ARTICLE{Lee2015246,
author={Lee, J.A. and Peluffo-Ordóñez, D.H. and Verleysen, M.},
title={Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure},
journal={Neurocomputing},
year={2015},
volume={169},
pages={246-261},
doi={10.1016/j.neucom.2014.12.095},
note={cited By 16},
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@CONFERENCE{Peluffo-Ordonez2015,
author={Peluffo-Ordonez, D.H. and Rodriguez-Sotelo, J.L. and Revelo-Fuelagan, E.J. and Ospina-Aguirre, C. and Olivard-Tost, G.},
title={Generalized Bonhoeffer-van der Pol oscillator for modelling cardiac pulse: Preliminary results},
journal={2015 IEEE 2nd Colombian Conference on Automatic Control, CCAC 2015 - Conference Proceedings},
year={2015},
doi={10.1109/CCAC.2015.7345211},
art_number={7345211},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84960425268&doi=10.1109%2fCCAC.2015.7345211&partnerID=40&md5=625f3923586caa9ef90882397bb3a5e6},
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source={Scopus},
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@CONFERENCE{Alvarado-Perez2015,
author={Alvarado-Pérez, J.C. and Bolaños-Ramírez, H. and Peluffo-Ordóñez, D.H. and Murillo, S.},
title={Knowledge discovery in databases from a perspective of intelligent information visualization},
journal={2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings},
year={2015},
doi={10.1109/STSIVA.2015.7330438},
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document_type={Conference Paper},
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@CONFERENCE{Acosta-Munoz2015,
author={Acosta-Munoz, M.E. and Paredes-Argoty, H.A. and Revelo-Fuelagan, E.J. and Peluffo-Ordonez, D.H.},
title={On the effect of inverse problem weighted solutions for epileptic sources localization},
journal={2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings},
year={2015},
doi={10.1109/STSIVA.2015.7330448},
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@CONFERENCE{Alpala2015,
author={Alpala, L.O. and Peluffo-Ordonez, D.H. and Gonzalez-Castano, C. and Guasmayan, F.A.},
title={Deforming objects via exponential homotopy: A first approach},
journal={2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings},
year={2015},
doi={10.1109/STSIVA.2015.7330401},
art_number={7330401},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962835226&doi=10.1109%2fSTSIVA.2015.7330401&partnerID=40&md5=1c356d9131f9c013b07a5ad9900be979},
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@CONFERENCE{Salazar-Castro2015,
author={Salazar-Castro, J.A. and Rosas-Narvaez, Y.C. and Pantoja, A.D. and Alvarado-Perez, J.C. and Peluffo-Ordonez, D.H.},
title={Interactive interface for efficient data visualization via a geometric approach},
journal={2015 20th Symposium on Signal Processing, Images and Computer Vision, STSIVA 2015 - Conference Proceedings},
year={2015},
doi={10.1109/STSIVA.2015.7330397},
art_number={7330397},
note={cited By 10},
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document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo-Ordonez2015,
author={Peluffo-Ordóñez, D.H. and Revelo-Fuelagán, E.J.},
title={Novel spectral characteristics of the electrical current waveform to quantifying power quality on LED lamps},
journal={2014 19th Symposium on Image, Signal Processing and Artificial Vision, STSIVA 2014},
year={2015},
doi={10.1109/STSIVA.2014.7010182},
art_number={7010182},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84922569459&doi=10.1109%2fSTSIVA.2014.7010182&partnerID=40&md5=f9ec6b099036efd2cda20de8e2dcfaa7},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo-Ordonez2015171,
author={Peluffo-Ordonez, D.H. and Lee, J.A. and Verleysen, M.},
title={Generalized kernel framework for unsupervised spectral methods of dimensionality reduction},
journal={IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIDM 2014: 2014 IEEE Symposium on Computational Intelligence and Data Mining, Proceedings},
year={2015},
pages={171-177},
doi={10.1109/CIDM.2014.7008664},
art_number={7008664},
note={cited By 16},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84925071279&doi=10.1109%2fCIDM.2014.7008664&partnerID=40&md5=75976d3be0770c16901dba1fbaa4fb98},
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@ARTICLE{Alvarado-Perez2015167,
author={Alvarado-Pérez, J.C. and Peluffo-Ordóñez, D.H.},
title={Artificial and natural intelligence integration},
journal={Advances in Intelligent Systems and Computing},
year={2015},
volume={373},
pages={167-173},
doi={10.1007/978-3-319-19638-1_19},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84931391479&doi=10.1007%2f978-3-319-19638-1_19&partnerID=40&md5=aa2ca370a46bb05a7fa40de9eed0de5f},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Peluffo-Ordonez2015148,
author={Peluffo-OrdÓÑez, D.H. and Alvarado-PÉrez, J.C. and Castro-Ospina, A.E.},
title={On the spectral clustering for dynamic data},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2015},
volume={9108},
pages={148-155},
doi={10.1007/978-3-319-18833-1_16},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84937677626&doi=10.1007%2f978-3-319-18833-1_16&partnerID=40&md5=0aa979ed556867d5a9dd41fab26ff30c},
document_type={Conference Paper},
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@CONFERENCE{Rodriguez-Sotelo2015,
author={Rodríguez-Sotelo, J.L. and Peluffo-Ordoñez, D. and Dominguez, G.C.},
title={Segment clustering methodology for unsupervised holter recordings analysis},
journal={Progress in Biomedical Optics and Imaging - Proceedings of SPIE},
year={2015},
volume={9287},
doi={10.1117/12.2073882},
art_number={92870M},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84923040720&doi=10.1117%2f12.2073882&partnerID=40&md5=90fcfc0b715ba54d63a0042117383201},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Peluffo-Ordonez2015626,
author={Peluffo-Ordóñez, D.H. and Castro-Ospina, A.E. and Alvarado-Pérez, J.C. and Revelo-Fuelagán, E.J.},
title={Multiple kernel learning for spectral dimensionality reduction},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2015},
volume={9423},
pages={626-634},
doi={10.1007/978-3-319-25751-8_75},
art_number={A75},
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url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84983670534&doi=10.1007%2f978-3-319-25751-8_75&partnerID=40&md5=30750d84cf435a51314c1e67dfcc5d48},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo-Ordonez2015525,
author={Peluffo-Ordóñez, D.H. and Alvarado-Pérez, J.C. and Lee, J.A. and Verleysen, M.},
title={Geometrical homotopy for data visualization},
journal={23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2015 - Proceedings},
year={2015},
pages={525-530},
note={cited By 7},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84961820799&partnerID=40&md5=3a1f955ea097a750d6c512b7cbd593f3},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Castro-Hoyos2015,
author={Castro-Hoyos, C. and Peluffo-Ordoñez, D.H. and Rodríguez-Sotelo, J.L. and Castellanos-Domínguez, G.},
title={Effectiveness of morphological and spectral heartbeat characterization on arrhythmia clustering for Holter recordings},
journal={Progress in Biomedical Optics and Imaging - Proceedings of SPIE},
year={2015},
volume={9287},
doi={10.1117/12.2070686},
art_number={92870A},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84923061999&doi=10.1117%2f12.2070686&partnerID=40&md5=31ab734dd73a1250dbcac48703009701},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo2014189,
author={Peluffo, D.H. and Lee, J.A. and Verleysen, M.},
title={Recent methods for dimensionality reduction: A brief comparative analysis},
journal={22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings},
year={2014},
pages={189-194},
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document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Lee2014177,
author={Lee, J.A. and Peluffo-Ordóñez, D.H. and Verleysen, M.},
title={Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction},
journal={22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings},
year={2014},
pages={177-182},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962018268&partnerID=40&md5=5cf62414b9a7d46f029208a6823f45f4},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Peluffo-Ordonez201465,
author={Peluffo-Ordóñez, D.H. and Lee, J.A. and Verleysen, M.},
title={Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding},
journal={Advances in Intelligent Systems and Computing},
year={2014},
volume={295},
pages={65-74},
doi={10.1007/978-3-319-07695-9_6},
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document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo-Ordonez2014701,
author={Peluffo-Ordóñez, D.H. and Murillo-Rendón, S. and Arias-Londoño, J.D. and Castellanos-Domínguez, G.},
title={A multi-class extension for multi-labeler support vector machines},
journal={22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings},
year={2014},
pages={701-706},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962040769&partnerID=40&md5=0a27c7574e5e33a13c74a0457afc075b},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo2014553,
author={Peluffo, D.H. and Alzate, C. and Suykens, J.A.K. and Castellanos-Dominguez, G.},
title={Optimal data projection for kernel spectral clustering},
journal={22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2014 - Proceedings},
year={2014},
pages={553-558},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962022974&partnerID=40&md5=6b3dfd60711488637142a2d70a7ba3f5},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Peluffo-Ordonez2014408,
author={Peluffo-Ordóñez, D.H. and Castro-Hoyos, C. and Acosta-Medina, C.D. and Castellanos-Domínguez, G.},
title={Quadratic problem formulation with linear constraints for normalized cut clustering},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2014},
volume={8827},
pages={408-415},
note={cited By 5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84949118104&partnerID=40&md5=ad6c82057b71f2034181f46270ce533a},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo2014310,
author={Peluffo, D.H. and Lee, J.A. and Verleysen, M. and Rodríguez, J.L. and Castellanos-Domínguez, G.},
title={Unsupervised relevance analysis for feature extraction and selection: A distance-based approach for feature relevance},
journal={ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods},
year={2014},
pages={310-315},
note={cited By 7},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84902341100&partnerID=40&md5=4eddcb1ab9ae8147c67bd317553d3583},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Rodriguez-Sotelo20146573,
author={Rodríguez-Sotelo, J.L. and Osorio-Forero, A. and Jiménez-Rodríguez, A. and Cuesta-Frau, D. and Cirugeda-Roldán, E. and Peluffo, D.},
title={Automatic sleep stages classification using EEG entropy features and unsupervised pattern analysis techniques},
journal={Entropy},
year={2014},
volume={16},
number={12},
pages={6573-6589},
doi={10.3390/e16126573},
note={cited By 42},
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document_type={Article},
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@ARTICLE{Peluffo-Ordonez2013238,
author={Peluffo-Ordóñez, D.H. and García-Vega, S. and Álvarez-Meza, A.M. and Castellanos-Domínguez, C.G.},
title={Kernel spectral clustering for dynamic data},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2013},
volume={8258 LNCS},
number={PART 1},
pages={238-245},
doi={10.1007/978-3-642-41822-8_30},
note={cited By 5},
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source={Scopus},
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@CONFERENCE{Peluffo-Ordonez2013,
author={Peluffo-Ordonez, D. and Garcia-Vega, S. and Langone, R. and Suykens, J.A.K. and Castellanos-Dominguez, G.},
title={Kernel spectral clustering for dynamic data using multiple kernel learning},
journal={Proceedings of the International Joint Conference on Neural Networks},
year={2013},
doi={10.1109/IJCNN.2013.6706858},
art_number={6706858},
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document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Murillo2013479,
author={Murillo, S. and Peluffo, D.H. and Castellanos, G.},
title={Support vector machine-based approach for multi-labelers problems},
journal={ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},
year={2013},
pages={479-484},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84887102855&partnerID=40&md5=56b06a4208cc219fafa813a8f3c0f389},
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source={Scopus},
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@CONFERENCE{Peluffo-Ordonez2013309,
author={Peluffo-Ordoñez, D. and Castro-Ospina, A.E. and Chavez-Chamorro, D. and Acosta-Medina, C.D. and Castellanos-Dominguez, G.},
title={Normalized cuts clustering with prior knowledge and a pre-clustering stage},
journal={ESANN 2013 proceedings, 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning},
year={2013},
pages={309-314},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84887035635&partnerID=40&md5=684f729f3593aa3bcff48ed32434b1b2},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Castro-Ospina20137076,
author={Castro-Ospina, A.E. and Castro-Hoyos, C. and Peluffo-Ordonez, D. and Castellanos-Dominguez, G.},
title={Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering},
journal={Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS},
year={2013},
pages={7076-7079},
doi={10.1109/EMBC.2013.6611188},
art_number={6611188},
note={cited By 5},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84886466074&doi=10.1109%2fEMBC.2013.6611188&partnerID=40&md5=b8478f30e395571a0b1ef527f88501d0},
document_type={Conference Paper},
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@ARTICLE{Peluffo-Ordonez2013264,
author={Peluffo-Ordóñez, D. and García-Vega, S. and Castellanos-Domínguez, C.G.},
title={Kernel spectral clustering for motion tracking: A first approach},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2013},
volume={7930 LNCS},
number={PART 1},
pages={264-273},
doi={10.1007/978-3-642-38637-4_27},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885818409&doi=10.1007%2f978-3-642-38637-4_27&partnerID=40&md5=b219cb4937f1d44c9342753af2352a75},
document_type={Conference Paper},
source={Scopus},
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@ARTICLE{Murillo-Rendon2013274,
author={Murillo-Rendón, S. and Peluffo-Ordóñez, D. and Arias-Londoño, J.D. and Castellanos-Domínguez, C.G.},
title={Multi-labeler analysis for bi-class problems based on soft-margin support vector machines},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2013},
volume={7930 LNCS},
number={PART 1},
pages={274-282},
doi={10.1007/978-3-642-38637-4_28},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84885775918&doi=10.1007%2f978-3-642-38637-4_28&partnerID=40&md5=13b6c5ac34e276019ba32fff22c5d164},
document_type={Conference Paper},
source={Scopus},
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@CONFERENCE{Peluffo-Ordonez20125202,
author={Peluffo-Ordonez, D.H. and Martinez-Vargas, J.D. and Castellanos-Dominguez, G.},
title={Effect of latency on clustering of P300 recordings for ADHD discrimination},
journal={Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS},
year={2012},
pages={5202-5205},
doi={10.1109/EMBC.2012.6347166},
art_number={6347166},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84880954616&doi=10.1109%2fEMBC.2012.6347166&partnerID=40&md5=f6ea9373eb841899977822dd26d95bc0},
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@CONFERENCE{Castro-Hoyos2012242,
author={Castro-Hoyos, C. and Peluffo, D.H. and Castellanos, C.G.},
title={Constrained affinity matrix for spectral clustering: A basic semi-supervised extension},
journal={STSIVA 2012 - 17th Symposium of Image, Signal Processing, and Artificial Vision},
year={2012},
pages={242-245},
doi={10.1109/STSIVA.2012.6340590},
art_number={6340590},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84870710552&doi=10.1109%2fSTSIVA.2012.6340590&partnerID=40&md5=d8a8e9cb66082f92b2b8adfe7a5307fb},
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@ARTICLE{Giraldo201264,
author={Giraldo, E. and Peluffo-Ordoñez, D. and Castellanos-Domínguez, G.},
title={Weighted time series analysis for electroencephalographic source localization [Análisis de series de tiempo ponderadas para la localización de fuentes electroencefalográficas]},
journal={DYNA (Colombia)},
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volume={79},
number={176},
pages={64-70},
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@ARTICLE{Rodriguez-Sotelo2012250,
author={Rodríguez-Sotelo, J.L. and Peluffo-Ordoñez, D. and Cuesta-Frau, D. and Castellanos-Domínguez, G.},
title={Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering},
journal={Computer Methods and Programs in Biomedicine},
year={2012},
volume={108},
number={1},
pages={250-261},
doi={10.1016/j.cmpb.2012.04.007},
note={cited By 28},
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@ARTICLE{Peluffo-Ordonez2012130,
author={Peluffo-Ordóñez, D.H. and Acosta-Medina, C.D. and Castellanos-Domínguez, C.G.},
title={An improved multi-class spectral clustering based on normalized cuts},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2012},
volume={7441 LNCS},
pages={130-137},
doi={10.1007/978-3-642-33275-3_16},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84865581587&doi=10.1007%2f978-3-642-33275-3_16&partnerID=40&md5=0c439dcf4923c03e8c97922137708adf},
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@CONFERENCE{CastroH.2012,
author={Castro H., C. and Peluffo O., D.H. and Díaz, O.M. and Guerrero G., N.},
title={Numerical investigation of low level OSNR estimation based on gaussian fitting and non-linear least squares on AAH in noisy optical communication links},
journal={2012 IEEE Colombian Communications Conference, COLCOM 2012 - Conference Proceedings},
year={2012},
doi={10.1109/ColComCon.2012.6233657},
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@ARTICLE{Molina-Giraldo2012501,
author={Molina-Giraldo, S. and Álvarez-Meza, A.M. and Peluffo-Ordoñez, D.H. and Castellanos-Domínguez, G.},
title={Image segmentation based on multi-kernel learning and feature relevance analysis},
journal={Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
year={2012},
volume={7637 LNAI},
pages={501-510},
doi={10.1007/978-3-642-34654-5_51},
note={cited By 9},
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source={Scopus},
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@CONFERENCE{Rodriguez-Sotelo20101906,
author={Rodríguez-Sotelo, J.L. and Delgado-Trejos, E. and Peluffo-Ordóñez, D. and Cuesta-Frau, D. and Castellanos-Domínguez, G.},
title={Weighted-PCA for unsupervised classification of cardiac arrhythmias},
journal={2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10},
year={2010},
pages={1906-1909},
doi={10.1109/IEMBS.2010.5627321},
art_number={5627321},
note={cited By 5},
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source={Scopus},
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@CONFERENCE{Rodriguez-Sotelo2009569,
author={Rodríguez-Sotelo, J.L. and Peluffo-Ordoñez, D. and Cuesta-Frau, D. and Castellanos-Domínguez, G.},
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year={2009},
volume={36},
pages={569-572},
art_number={5445342},
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@CONFERENCE{Rodriguez-Sotelo20092571,
author={Rodríguez-Sotelo, J.L. and Cuesta-Frau, D. and Peluffo-Ordóñez, D. and Castellanos-Domínguez, G.},
title={Unsupervised feature selection in cardiac arrhythmias analysis},
journal={Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009},
year={2009},
pages={2571-2574},
doi={10.1109/IEMBS.2009.5335284},
art_number={5335284},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77951002898&doi=10.1109%2fIEMBS.2009.5335284&partnerID=40&md5=1fe161f57b34f380da8a5908b5b1f547},
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