Hybrid Embedded-Systems-based Approach to in-Driver Drunk Status Detection using Image Processing and Sensor Networks.
Rosero-Montalvo, P. D.; López-Batista, V. F.; and Peluffo-Ordóñez, D. H.
IEEE Sensors Journal,1-1. 2020.
Paper
doi
link
bibtex
@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}
}
Overview on kernels for least-squares support-vector-machine-based clustering: Explaining Kernel Spectral Clustering.
Fernández, Y; Marrufo, I; Paez, M.; Umaquinga-Criollo, A.; Rosero, P.; and Peluffo-Ordóñez, D.
Revista Investigación Operacional. 2020.
Paper
link
bibtex
@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}
}
Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts.
Umaquinga-Criollo, A. C.; Tamayo-Quintero, J. D.; Moreno-García, M. N.; Riascos, J. A.; and Peluffo-Ordóñez, D. H.
In de la Cal, E. A.; Villar Flecha, J. R.; Quintián, H.; and Corchado, E., editor(s),
Hybrid Artificial Intelligent Systems, pages 437–449, Cham, 2020. Springer International Publishing
Paper
link
bibtex
@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"
}
Stochastic- and Neuro-Fuzzy-Analysis-based characterization and classification of 4-Channel Phonocardiograms for Cardiac Murmur Detection.
Becerra, M. A.; DelgadoTrejos, E.; Mejía-Arboleda, C.; Peluffo-Ordóñez, D.; and Umaquinga-Criollo, A.
Revista Ibérica de Sistemas e Tecnologias de Informação,65-78. 08 2020.
Paper
link
bibtex
@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},
}
Environment Monitoring of Rose Crops Greenhouse Based on Autonomous Vehicles with a WSN and Data Analysis.
Rosero-Montalvo, P. D.; Erazo-Chamorro, V. C.; López-Batista, V. F.; Moreno-García, M. N.; and Peluffo-Ordóñez, D. H.
Sensors, 20(20): 5905. oct 2020.
Paper
doi
link
bibtex
@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}
}
Inverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization.
Vélez-Falconí, M.; González-Vergara, J.; and Peluffo-Ordóñez, D. H.
In Florez, H.; and Misra, S., editor(s),
Applied Informatics, pages 266–280, Cham, 2020. Springer International Publishing
Paper
link
bibtex
@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"
}
A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results.
González-Vergara, J.; Escobar-González, D.; Chaglla-Aguagallo, D.; and Peluffo-Ordóñez, D. H.
In Florez, H.; and Misra, S., editor(s),
Applied Informatics, pages 197–209, Cham, 2020. Springer International Publishing
Paper
link
bibtex
@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"
}
Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization.
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.
In Gervasi, O.; Murgante, B.; Misra, S.; Garau, C.; Blečić, I.; Taniar, D.; Apduhan, B. O.; Rocha, A. M. A.; Tarantino, E.; Torre, C. M.; and Karaca, Y., editor(s),
Computational Science and Its Applications – ICCSA 2020, pages 193–203, Cham, 2020. Springer International Publishing
Paper
link
bibtex
@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"
}
A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study.
Godoy-Trujillo, P. E.; Rosero-Montalvo, P. D.; Suárez-Zambrano, L. E.; Peluffo-Ordoñez, D. H.; and Revelo-Fuelagán, E. J.
In Arai, K.; Kapoor, S.; and Bhatia, R., editor(s),
Intelligent Computing, pages 416–425, Cham, 2020. Springer International Publishing
Paper
link
bibtex
@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"
}
Intelligent WSN System for Water Quality Analysis Using Machine Learning Algorithms: A Case Study (Tahuando River from Ecuador).
Rosero-Montalvo, P. D.; López-Batista, V. F.; Riascos, J. A.; and Peluffo-Ordóñez, D. H.
Remote Sensing, 12(12). 2020.
Paper
doi
link
bibtex
@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}
}
Forecasting the Consumer Price Index (CPI) of Ecuador: A Comparative Study of Predictive Models.
Riofrío, J.; Chang, O.; Revelo-Fuelagán, E. J.; and Peluffo-Ordóñez, D. H.
International Journal on Advanced Science, Engineering and Information Technology, 10(3): 1078–1084. 2020.
Paper
doi
link
bibtex
@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}
}
Knee Joint Angle Measuring Portable Embedded System based on Inertial Measurement Units for Gait Analysis.
Mayorca-Torres, D.; Caicedo-Eraso, J. C.; and Peluffo-Ordóñez, D. H.
International Journal on Advanced Science, Engineering and Information Technology, 10(2): 430–437. 2020.
Paper
doi
link
bibtex
@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}
}
A data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia.
Parraga-Alava, J.; Moncayo-Nacaza, J.; Revelo-Fuelagán, J.; Rosero-Montalvo, P.; Anaya-Isaza, A.; and Peluffo-Ordóñez, D.
Data in Brief, 29. 2020.
cited By 0
Paper
doi
link
bibtex
@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},
}
Comparison of controllers and mathematical modeling of a magnetic levitator [Comparación de controladores y modelado matemático de un levitador magnético].
Herrera-Granda, E.; Herrera-Mayorga, K.; Herrera-Granda, I.; Martínez, L.; and H.peluffo-Ordoñez, D.
RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2020(E25): 424-438. 2020.
cited By 0
Paper
link
bibtex
@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},
}
Interactive Visualization Interfaces for Big Data Analysis Using Combination of Dimensionality Reduction Methods: A Brief Review.
Umaquinga-Criollo, A.; Peluffo-Ordóñez, D.; Rosero-Montalvo, P.; Godoy-Trujillo, P.; and Benítez-Pereira, H.
Advances in Intelligent Systems and Computing, 1110 AISC: 193-203. 2020.
cited By 0
Paper
doi
link
bibtex
@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},
}
Design and Tests to Implement Hyperconvergence into a DataCenter: Preliminary Results.
Maya-Olalla, E.; Dominguez-Limaico, M.; Meneses-Narvaez, S.; Rosero-Montalvo, P.; Narvaez-Pupiales, S.; Zambrano Vizuete, M.; and Peluffo-Ordóñez, D.
Advances in Intelligent Systems and Computing, 1066: 54-66. 2020.
cited By 0
Paper
doi
link
bibtex
@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},
}