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2020 (24)

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.

Hybrid Embedded-Systems-based Approach to in-Driver Drunk Status Detection using Image Processing and Sensor Networks [link]

Paper doi link bibtex 13 downloads

@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.

Overview on kernels for least-squares support-vector-machine-based clustering: Explaining Kernel Spectral Clustering [pdf]

Paper link bibtex 4 downloads

@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}
}

Clustering of Reading Ability Performance Variables in the English Language Based on TBL Methodology and Behavior in the Left Hemisphere of the Brain. Patiño-Alarcón, D. R.; Patiño-Alarcón, F. A.; Lorente-Leyva, L. L.; and Peluffo-Ordóñez, D. H. In Rodriguez Morales, G.; Fonseca C., E.; Salgado, J. P.; Pérez-Gosende, P.; Orellana Cordero, M.; and Berrezueta, S., editor(s), Information and Communication Technologies, pages 77–90, Cham, 2020. Springer International Publishing

Paper link bibtex 2 downloads

@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"
}

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

Multi-expert Methods Evaluation on Financial and Economic Data: Introducing Bag of Experts [link]

Paper link bibtex 4 downloads

@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 3 downloads

@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},
}

Analytic study on the performance of multi- classification approaches in case-based reasoning systems: Medical data exploration. Bastidas, D.; Piñeros, C.; Peluffo-Ordóñez, D.; Sierra, L. M.; Becerra, M. A.; and Umaquinga-Criollo, A. Revista Ibérica de Sistemas e Tecnologias de Informação,40-51. 08 2020.

Analytic study on the performance of multi- classification approaches in case-based reasoning systems: Medical data exploration [link]

Paper link bibtex 5 downloads

@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},
}

Estudio comparativo de técnicas de minería de datos para develar patrones de desempeño académico en enseñanza media. Chamorro-Sangoquiza, D.; Vargas-Muñoz, A.; Umaquinga-Criollo, A.; Becerra, M. A.; and Peluffo-Ordóñez, D. Revista Ibérica de Sistemas e Tecnologias de Informação,455-468. 08 2020.

Estudio comparativo de técnicas de minería de datos para develar patrones de desempeño académico en enseñanza media [link]

Paper link bibtex 1 download

@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},
}

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.

Environment Monitoring of Rose Crops Greenhouse Based on Autonomous Vehicles with a WSN and Data Analysis [link]

Paper doi link bibtex 13 downloads

@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

Inverse Data Visualization Framework (IDVF): Towards a Prior-Knowledge-Driven Data Visualization [link]

Paper link bibtex 2 downloads

@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

A Data-Driven Approach for Automatic Classification of Extreme Precipitation Events: Preliminary Results [link]

Paper link bibtex 12 downloads

@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

Introducing the Concept of Interaction Model for Interactive Dimensionality Reduction and Data Visualization [link]

Paper link bibtex 1 download

@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

A New Approach to Supervised Data Analysis in Embedded Systems Environments: A Case Study [link]

Paper link bibtex 1 download

@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.

Intelligent WSN System for Water Quality Analysis Using Machine Learning Algorithms: A Case Study (Tahuando River from Ecuador) [link]

Paper doi link bibtex 14 downloads

@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.

Forecasting the Consumer Price Index (CPI) of Ecuador: A Comparative Study of Predictive Models [link]

Paper doi link bibtex 10 downloads

@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}
}

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]. Becerra, M.; Londoño-Montoya, E.; Serna-Guarín, L.; Peluffo-Ordóñez, D.; Tobón, C.; and Giraldo, L. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2020(E29): 465-478. 2020. cited By 0

Paper link bibtex

@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},
}

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.

Knee Joint Angle Measuring Portable Embedded System based on Inertial Measurement Units for Gait Analysis [link]

Paper doi link bibtex 3 downloads

@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}
}

Analysis of the thermal behavior in the goldwind S50/750 wind turbines installed in the wind farm gibara ii using cad-cae tools. Feliciano, Y.; Trinchet, C.; Meléndez, E.; Lorente-Leyva, L.; and Peluffo-Ordóñez, D. International Journal of Mechanical and Production Engineering Research and Development, 10(2). 2020. cited By 0

Analysis of the thermal behavior in the goldwind S50/750 wind turbines installed in the wind farm gibara ii using cad-cae tools [link]

Paper doi link bibtex 4 downloads

@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},
}

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]. Bravo, Y.; Narváez, E.; Cabrera, P.; Bonilla, J.; and Peluffo-Ordoñez, D. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2020(E25): 147-158. 2020. cited By 0

Paper link bibtex

@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},
}

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

A data set for electric power consumption forecasting based on socio-demographic features: Data from an area of southern Colombia [link]

Paper doi link bibtex 18 downloads

@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},
}

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]. Becerra, M.; Lasso-Arciniegas, L.; Viveros, A.; Serna-Guarín, L.; Peluffo-Ordóñez, D.; and Tobón, C. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2020(E27): 445-456. 2020. cited By 0

Paper link bibtex

@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},
}

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

Interactive Visualization Interfaces for Big Data Analysis Using Combination of Dimensionality Reduction Methods: A Brief Review [link]

Paper doi link bibtex 2 downloads

@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

Design and Tests to Implement Hyperconvergence into a DataCenter: Preliminary Results [link]

Paper doi link bibtex 2 downloads

@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},
}

A new approach of service platform for water optimization in lettuce crops using wireless sensor network. Maya-Olalla, E.; Domínguez-Limaico, H.; Vásquez-Ayala, C.; Jaramillo-Vinueza, E.; Zambrano V, M.; Jácome-Ortega, A.; Rosero-Montalvo, P.; and Peluffo-Ordóñez, D. Advances in Intelligent Systems and Computing, 1038: 1-13. 2020. cited By 0

A new approach of service platform for water optimization in lettuce crops using wireless sensor network [link]

Paper doi link bibtex 3 downloads

@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},
}

2019 (24)

Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System. Vega-Gualán, E.; Vargas, A.; Becerra, M.; Umaquinga, A.; Riascos, J.; and Peluffo, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11976 LNAI: 189-198. 2019. cited By 0

Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System [link]

Paper doi link bibtex

@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},
}

Artificial Neural Networks for Urban Water Demand Forecasting: A Case Study. Lorente-Leyva, L.; Pavón-Valencia, J.; Montero-Santos, Y.; Herrera-Granda, I.; Herrera-Granda, E.; and Peluffo-Ordóñez, D. 2019. cited By 1

Artificial Neural Networks for Urban Water Demand Forecasting: A Case Study [link]

Paper doi link bibtex

@CONFERENCE{Lorente-Leyva2019,
author={Lorente-Leyva, L.L. and Pavón-Valencia, J.F. and Montero-Santos, Y. and Herrera-Granda, I.D. and Herrera-Granda, E.P. and Peluffo-Ordóñez, D.H.},
title={Artificial Neural Networks for Urban Water Demand Forecasting: A Case Study},
journal={Journal of Physics: Conference Series},
year={2019},
volume={1284},
number={1},
doi={10.1088/1742-6596/1284/1/012004},
art_number={012004},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85073536970&doi=10.1088%2f1742-6596%2f1284%2f1%2f012004&partnerID=40&md5=e68b99660643c4e888fde140def370a6},
document_type={Conference Paper},
source={Scopus},
}

Classification system for corporate reputation based on financial variables [Sistema de clasificación de la reputación corporativa a partir de variables financieras]. Londoño-Montoya, E.; Becerra, M.; Murillo-Escobar, J.; Gómez-Bayona, L.; Moreno-López, G.; and Peluffo-Ordoñez, D. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(E20): 617-629. 2019. cited By 0

Paper link bibtex

@ARTICLE{Londono-Montoya2019617,
author={Londoño-Montoya, E. and Becerra, M.A. and Murillo-Escobar, J. and Gómez-Bayona, L. and Moreno-López, G. and Peluffo-Ordoñez, D.},
title={Classification system for corporate reputation based on financial variables [Sistema de clasificación de la reputación corporativa a partir de variables financieras]},
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},
document_type={Article},
source={Scopus},
}

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)]. Encalada-Grijalva, M.; Narváez-Pupiales, S.; Umaquinga-Criollo, A.; Suárez-Zambrano, L.; and Peluffo-Ordóñez, D. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(19): 595-607. 2019. cited By 0

Paper link bibtex

@ARTICLE{Encalada-Grijalva2019595,
author={Encalada-Grijalva, M.T. and Narváez-Pupiales, S.K. and Umaquinga-Criollo, A.C. and Suárez-Zambrano, L.E. and Peluffo-Ordóñez, D.H.},
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},
}

Recognition of emotions using ICEEMD-based characterization of multimodal physiological signals. Ordonez-Bolanos, O.; Gomez-Lara, J.; Becerra, M.; Peluffo-Ordonez, D.; Duque-Mejia, C.; Medrano-David, D.; and Mejia-Arboleda, C. 2019. cited By 0

Recognition of emotions using ICEEMD-based characterization of multimodal physiological signals [link]

Paper doi link bibtex

@CONFERENCE{Ordonez-Bolanos2019113,
author={Ordonez-Bolanos, O.A. and Gomez-Lara, J.F. and Becerra, M.A. and Peluffo-Ordonez, D.H. and Duque-Mejia, C.M. and Medrano-David, D. and Mejia-Arboleda, C.},
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},
}

Intelligent system for identification of wheelchair user's posture using machine learning techniques. Rosero-Montalvo, P.; Peluffo-Ordonez, D.; Lopez Batista, V.; Serrano, J.; and Rosero, E. IEEE Sensors Journal, 19(5): 1936-1942. 2019. cited By 1

Intelligent system for identification of wheelchair user's posture using machine learning techniques [link]

Paper doi link bibtex 12 downloads

@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},
}

Method for the Improvement of Knee Angle Accuracy Based on Kinect and IMU: Preliminary Results. Mayorca-Torres, D.; Caicedo-Eraso, J.; and Peluffo-Ordoñez, D. Communications in Computer and Information Science, 1068 CCIS: 184-199. 2019. cited By 0

Method for the Improvement of Knee Angle Accuracy Based on Kinect and IMU: Preliminary Results [link]

Paper doi link bibtex

@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},
}

Satellite-image-based crop identification using unsupervised machine learning techniques: Preliminary results. Revelo, M.; Gómez Menoza, J.; and Peluffo Ordoñez, D. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(E22): 337-348. 2019. cited By 0

Satellite-image-based crop identification using unsupervised machine learning techniques: Preliminary results [link]

Paper link bibtex 3 downloads

@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},
}

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]. Betancur-Delgado, L.; Becerra, M.; Duque-Mejía, C.; Peluffo-Ordóñez, D.; and Álvarez-Uribe, K. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(E22): 69-80. 2019. cited By 0

Paper link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075287212&partnerID=40&md5=042fd08cbe15a0a68c26603db951894e},
document_type={Article},
source={Scopus},
}

Optimization-based algorithms applied in photovoltaic systems. Fernández, Y.; Tobar, A.; Peluffo-Ordóñez, D.; Manosalvas, T.; and Miranda, R. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(E22): 242-255. 2019. cited By 0

Optimization-based algorithms applied in photovoltaic systems [link]

Paper link bibtex 1 download

@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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075277628&partnerID=40&md5=e9ffdd5bd2e3a3b336c98a438ba20e18},
document_type={Article},
source={Scopus},
}

Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study. Rosero-Montalvo, P.; López-Batista, V.; Peluffo-Ordóñez, D.; Lorente-Leyva, L.; and Blanco-Valencia, X. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11734 LNAI: 686-696. 2019. cited By 0

Urban Pollution Environmental Monitoring System Using IoT Devices and Data Visualization: A Case Study [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision. Rosero-Montalvo, P.; López-Batista, V.; Peluffo-Ordóñez, D.; Erazo-Chamorro, V.; and Arciniega-Rocha, R. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11487 LNCS: 234-243. 2019. cited By 0

Multivariate Approach to Alcohol Detection in Drivers by Sensors and Artificial Vision [link]

Paper doi link bibtex

@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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065994314&doi=10.1007%2f978-3-030-19651-6_23&partnerID=40&md5=e596926116ed9dfe16d41025a8636f2a},
document_type={Conference Paper},
source={Scopus},
}

Multi-target tracking for sperm motility measurement using the kalman filter and JPDAF: Preliminary results. Mayorca-Torres, D.; Guerrero-Chapal, H.; Mejía-Manzano, J.; Lopez-Mesa, D.; Peluffo-Ordoñez, D.; and Salazar-Castro, J. RISTI - Revista Iberica de Sistemas e Tecnologias de Informacao, 2019(E22): 282-294. 2019. cited By 0

Multi-target tracking for sperm motility measurement using the kalman filter and JPDAF: Preliminary results [link]

Paper link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85075303521&partnerID=40&md5=d71586d45d5a12b8d79bfada70b7c85b},
document_type={Article},
source={Scopus},
}

Low Resolution Electroencephalographic-Signals-Driven Semantic Retrieval: Preliminary Results. Becerra, M.; Londoño-Delgado, E.; Botero-Henao, O.; Marín-Castrillón, D.; Mejia-Arboleda, C.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11466 LNBI: 333-342. 2019. cited By 0

Low Resolution Electroencephalographic-Signals-Driven Semantic Retrieval: Preliminary Results [link]

Paper doi link bibtex

@ARTICLE{Becerra2019333,
author={Becerra, M.A. and Londo&#x00F1;o-Delgado, E. and Botero-Henao, O.I. and Mar&#x00ED;n-Castrill&#x00F3;n, D. and Mejia-Arboleda, C. and Peluffo-Ord&#x00F3;&#x00F1;ez, 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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065731851&doi=10.1007%2f978-3-030-17935-9_30&partnerID=40&md5=907320c9706070088e832119f784d8a2},
issn={03029743},
isbn={9783030179342},
document_type={Conference Paper},
source={Scopus},
}

Optimization of the network of urban solid waste containers: A case study. Herrera-Granda, I.; Imbaquingo-Usiña, W.; Lorente-Leyva, L.; Herrera-Granda, E.; Peluffo-Ordóñez, D.; and Rossit, D. Communications in Computer and Information Science, 895: 578-589. 2019. cited By 0

Optimization of the network of urban solid waste containers: A case study [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study. Herrera-Granda, I.; Chicaiza-Ipiales, J.; Herrera-Granda, E.; Lorente-Leyva, L.; Caraguay-Procel, J.; García-Santillán, I.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11507 LNCS: 362-373. 2019. cited By 2

Artificial Neural Networks for Bottled Water Demand Forecasting: A Small Business Case Study [link]

Paper doi link bibtex

@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},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85067550889&doi=10.1007%2f978-3-030-20518-8_31&partnerID=40&md5=a9d9e5876cc319fb6c423254c839199f},
document_type={Conference Paper},
source={Scopus},
}

Non-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results. Londoño-Delgado, E.; Becerra, M.; Duque-Mejía, C.; Zapata, J.; Mejía-Arboleda, C.; Castro-Ospina, A.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11466 LNBI: 363-373. 2019. cited By 0

Non-generalized Analysis of the Multimodal Signals for Emotion Recognition: Preliminary Results [link]

Paper doi link bibtex

@ARTICLE{Londono-Delgado2019363,
author={Londo&#x00F1;o-Delgado, E. and Becerra, M.A. and Duque-Mej&#x00ED;a, C.M. and Zapata, J.C. and Mej&#x00ED;a-Arboleda, C. and Castro-Ospina, A.E. and Peluffo-Ord&#x00F3;&#x00F1;ez, 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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85065715849&doi=10.1007%2f978-3-030-17935-9_33&partnerID=40&md5=e8fc80a533fb4d26aab61ebc97700c22},
issn={03029743},
isbn={9783030179342},
document_type={Conference Paper},
source={Scopus},
}

Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye. Herrera-Granda, E.; Caraguay-Procel, J.; Granda-Gudiño, P.; Herrera-Granda, I.; Lorente-Leyva, L.; Peluffo-Ordóñez, D.; and Revelo-Fuelagán, J. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11431 LNAI: 626-637. 2019. cited By 0

Drowsiness Detection in Drivers Through Real-Time Image Processing of the Human Eye [link]

Paper doi link bibtex 1 download

@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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064536348&doi=10.1007%2f978-3-030-14799-0_54&partnerID=40&md5=c32489d21d60b0a9ebc8d9846e8905eb},
document_type={Conference Paper},
source={Scopus},
}

Intelligence in embedded systems: Overview and applications. Rosero-Montalvo, P.; Batista, V.; Rosero, E.; Jaramillo, E.; Caraguay, J.; Pijal-Rojas, J.; and Peluffo-Ordóñez, D. Advances in Intelligent Systems and Computing, 880: 874-883. 2019. cited By 2

Intelligence in embedded systems: Overview and applications [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Kernel-Spectral-Clustering-Driven Motion Segmentation: Rotating-Objects First Trials. Oña-Rocha, O.; Riascos-Salas, J.; Marrufo-Rodríguez, I.; Páez-Jaime, M.; Mayorca-Torres, D.; Ponce-Guevara, K.; Salazar-Castro, J.; and Peluffo-Ordóñez, D. Communications in Computer and Information Science, 1068 CCIS: 30-40. 2019. cited By 0

Kernel-Spectral-Clustering-Driven Motion Segmentation: Rotating-Objects First Trials [link]

Paper doi link bibtex

@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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85076901665&doi=10.1007%2f978-3-030-36636-0_3&partnerID=40&md5=a90e732ca2f6a1d9a55fead01802b9f8},
document_type={Conference Paper},
source={Scopus},
}

Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm. Lorente-Leyva, L.; Murillo-Valle, J.; Montero-Santos, Y.; Herrera-Granda, I.; Herrera-Granda, E.; Rosero-Montalvo, P.; Peluffo-Ordóñez, D.; and Blanco-Valencia, X. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11734 LNAI: 674-685. 2019. cited By 0

Optimization of the Master Production Scheduling in a Textile Industry Using Genetic Algorithm [link]

Paper doi link bibtex

@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},
doi={10.1007/978-3-030-29859-3_57},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85072884470&doi=10.1007%2f978-3-030-29859-3_57&partnerID=40&md5=83325c1776a9d92f8edd04d3ed05ef4d},
document_type={Conference Paper},
source={Scopus},
}

Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors. Bastidas Torres, D.; Piñeros Rodriguez, C.; Peluffo-Ordóñez, D.; Blanco Valencia, X.; Revelo-Fuelagán, J.; Becerra, M.; Castro-Ospina, A.; and Lorente-Leyva, L. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11431 LNAI: 339-350. 2019. cited By 0

Adaptation and Recovery Stages for Case-Based Reasoning Systems Using Bayesian Estimation and Density Estimation with Nearest Neighbors [link]

Paper doi link bibtex

@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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064551393&doi=10.1007%2f978-3-030-14799-0_29&partnerID=40&md5=a3f9b5317eb939fe227716ff1e0513e9},
document_type={Conference Paper},
source={Scopus},
}

Feature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals. Gómez-Lara, J.; Ordóñez-Bolaños, O.; Becerra, M.; Castro-Ospina, A.; Mejía-Arboleda, C.; Duque-Mejía, C.; Rodriguez, J.; Revelo-Fuelagán, J.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11431 LNAI: 351-362. 2019. cited By 0

Feature Extraction Analysis for Emotion Recognition from ICEEMD of Multimodal Physiological Signals [link]

Paper doi link bibtex 1 download

@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},
pages={351-362},
doi={10.1007/978-3-030-14799-0_30},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064565181&doi=10.1007%2f978-3-030-14799-0_30&partnerID=40&md5=a37651d7b9422e6e00c9f70d7d6fe87b},
document_type={Conference Paper},
source={Scopus},
}

Cardiac Murmur Effects on Automatic Segmentation of ECG Signals for Biometric Identification: Preliminary Study. Duque-Mejía, C.; Becerra, M.; Zapata-Hernández, C.; Mejia-Arboleda, C.; Castro-Ospina, A.; Delgado-Trejos, E.; Peluffo-Ordóñez, D.; Rosero-Montalvo, P.; and Revelo-Fuelagán, J. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11431 LNAI: 269-279. 2019. cited By 1

Cardiac Murmur Effects on Automatic Segmentation of ECG Signals for Biometric Identification: Preliminary Study [link]

Paper doi link bibtex

@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},
doi={10.1007/978-3-030-14799-0_23},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85064544506&doi=10.1007%2f978-3-030-14799-0_23&partnerID=40&md5=2b9bf7604e9d4d8fc85fba2bc69edb41},
document_type={Conference Paper},
source={Scopus},
}

2018 (28)

Sign Language Recognition Based on Intelligent Glove Using Machine Learning Techniques. Rosero-Montalvo, P.; Godoy-Trujillo, P.; Flores-Bosmediano, E.; Carrascal-Garcia, J.; Otero-Potosi, S.; Benitez-Pereira, H.; and Peluffo-Ordonez, D. 2018. cited By 1

Sign Language Recognition Based on Intelligent Glove Using Machine Learning Techniques [link]

Paper doi link bibtex 1 download

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060690208&doi=10.1109%2fETCM.2018.8580268&partnerID=40&md5=00b6acf3e986a7fe0bcf42d57167a898},
document_type={Conference Paper},
source={Scopus},
}

Wireless Sensor Networks for Irrigation in Crops Using Multivariate Regression Models. Rosero-Montalvo, P.; Pijal-Rojas, J.; Vasquez-Ayala, C.; Maya, E.; Pupiales, C.; Suarez, L.; Benitez-Pereira, H.; and Peluffo-Ordonez, D. 2018. cited By 0

Wireless Sensor Networks for Irrigation in Crops Using Multivariate Regression Models [link]

Paper doi link bibtex 3 downloads

@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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85060729944&doi=10.1109%2fETCM.2018.8580322&partnerID=40&md5=4471e33465f0fe58541b5599f6614b9f},
document_type={Conference Paper},
source={Scopus},
}

Air quality monitoring intelligent system using machine learning techniques. Rosero-Montalvo, P.; Caraguay-Procel, J.; Jaramillo, E.; Michilena-Calderon, J.; Umaquinga-Criollo, A.; Mediavilla-Valverde, M.; Ruiz, M.; Beltran, L.; and Peluffo-Ordónez, D. 2018. cited By 1

Air quality monitoring intelligent system using machine learning techniques [link]

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85063197871&doi=10.1109%2fINCISCOS.2018.00019&partnerID=40&md5=82a774d6804febab9f05fad0d8e83b32},
document_type={Conference Paper},
source={Scopus},
}

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"]. Alpala, L.; Alemany, M.; Peluffo-Ordoñez, D.; Bolaños, F.; Rosero, A.; and Torres, J. DYNA (Colombia), 85(207): 243-252. 2018. cited By 0

Paper doi link bibtex

@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},
number={207},
pages={243-252},
doi={10.15446/dyna.v85n207.68545},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85062673161&doi=10.15446%2fdyna.v85n207.68545&partnerID=40&md5=11a79e4d785407ba8b08acb692deaa96},
document_type={Article},
source={Scopus},
}

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]. Mejia-Campos, R.; Nejer-Haro, D.; Recalde-Avincho, S.; Rosero-Montalvo, P.; and Peluffo-Ordonez, D. 2018. cited By 0

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85050960185&doi=10.1109%2fINCISCOS.2017.59&partnerID=40&md5=14bb3b0b29a2f318fed2435869b1bed4},
document_type={Conference Paper},
source={Scopus},
}

Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study. Rosero-Montalvo, P.; Peluffo-Ordonez, D.; Umaquinga, A.; Anaya, A.; Serrano, J.; Rosero, E.; Vasquez, C.; and Suarez, L. 2018. cited By 8

Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

GreenFarm-DM: A tool for analyzing vegetable crops data from a greenhouse using data mining techniques (First trial). Ponce-Guevara, K.; Palacios-Echeverria, J.; Maya-Olalla, E.; Dominguez-Limaico, H.; Suarez-Zambrano, L.; Rosero-Montalvo, P.; Peluffo-Ordonez, D.; and Alvarado-Perez, J. 2018. cited By 5

GreenFarm-DM: A tool for analyzing vegetable crops data from a greenhouse using data mining techniques (First trial) [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Elderly fall detection using data classification on a portable embedded system. Rosero-Montalvo, P.; Peluffo-Ordonez, D.; Godoy, P.; Ponce, K.; Rosero, E.; Vasquez, C.; Cuzme, F.; Flores, S.; and Mera, Z. 2018. cited By 5

Elderly fall detection using data classification on a portable embedded system [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Voice pathology detection using artificial neural networks and support vector machines powered by a multicriteria optimization algorithm. Areiza-Laverde, H.; Castro-Ospina, A.; and Peluffo-Ordóñez, D. Communications in Computer and Information Science, 915: 148-159. 2018. cited By 0

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Low Data Fusion Framework Oriented to Information Quality for BCI Systems. Becerra, M.; Alvarez-Uribe, K.; and Peluffo-Ordoñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10814 LNBI: 289-300. 2018. cited By 3

Low Data Fusion Framework Oriented to Information Quality for BCI Systems [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Physiological signals fusion oriented to diagnosis - A review. Uribe, Y.; Alvarez-Uribe, K.; Peluffo-Ordoñez, D.; and Becerra, M. Communications in Computer and Information Science, 885: 1-15. 2018. cited By 2

Physiological signals fusion oriented to diagnosis - A review [link]

Paper doi link bibtex 1 download

@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},
document_type={Conference Paper},
source={Scopus},
}

Fingertips segmentation of thermal images and its potential use in hand thermoregulation analysis. Castro-Ospina, A.; Correa-Mira, A.; Herrera-Granda, I.; Peluffo-Ordóñez, D.; and Fandiño-Toro, H. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10870 LNAI: 455-463. 2018. cited By 0

Fingertips segmentation of thermal images and its potential use in hand thermoregulation analysis [link]

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85048857864&doi=10.1007%2f978-3-319-92639-1_38&partnerID=40&md5=522465d1539baf774385a88c9b92dcff},
document_type={Conference Paper},
source={Scopus},
}

Building a Nasa Yuwe language corpus and tagging with a metaheuristic approach. Martínez, L.; Cobos, C.; Muñoz, J.; Curieux, T.; Herrera-Viedma, E.; and Peluffo-Ordóñez, D. Computacion y Sistemas, 22(3): 881-894. 2018. cited By 0

Building a Nasa Yuwe language corpus and tagging with a metaheuristic approach [link]

Paper doi link bibtex

@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},
document_type={Article},
source={Scopus},
}

Comparative analysis between embedded-spaces-based and Kernel-based approaches for interactive data representation. Basante-Villota, C.; Ortega-Castillo, C.; Peña-Unigarro, D.; Revelo-Fuelagán, J.; Salazar-Castro, J.; and Peluffo-Ordóñez, D. Communications in Computer and Information Science, 885: 28-38. 2018. cited By 0

Comparative analysis between embedded-spaces-based and Kernel-based approaches for interactive data representation [link]

Paper doi link bibtex

@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},
source={Scopus},
}

Case-based reasoning systems for medical applications with improved adaptation and recovery stages. Blanco Valencia, X.; Bastidas Torres, D.; Piñeros Rodriguez, C.; Peluffo-Ordóñez, D.; Becerra, M.; and Castro-Ospina, A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10813 LNBI: 26-38. 2018. cited By 3

Case-based reasoning systems for medical applications with improved adaptation and recovery stages [link]

Paper doi link bibtex 1 download

@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},
document_type={Conference Paper},
source={Scopus},
}

Computer vision-based method for automatic detection of crop rows in potato fields. García-Santillán, I.; Peluffo-Ordoñez, D.; Caranqui, V.; Pusdá, M.; Garrido, F.; and Granda, P. Advances in Intelligent Systems and Computing, 721: 355-366. 2018. cited By 3

Computer vision-based method for automatic detection of crop rows in potato fields [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Electroencephalographic signals and emotional states for tactile pleasantness classification. Becerra, M.; Londoño-Delgado, E.; Pelaez-Becerra, S.; Castro-Ospina, A.; Mejia-Arboleda, C.; Durango, J.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11047 LNCS: 309-316. 2018. cited By 2

Electroencephalographic signals and emotional states for tactile pleasantness classification [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Movement identification in emg signals using machine learning: A comparative study. Lasso-Arciniegas, L.; Viveros-Melo, A.; Salazar-Castro, J.; Becerra, M.; Castro-Ospina, A.; Revelo-Fuelagán, E.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11047 LNCS: 368-375. 2018. cited By 0

Movement identification in emg signals using machine learning: A comparative study [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Odor pleasantness classification from electroencephalographic signals and emotional states. Becerra, M.; Londoño-Delgado, E.; Pelaez-Becerra, S.; Serna-Guarín, L.; Castro-Ospina, A.; Marin-Castrillón, D.; and Peluffo-Ordóñez, D. Communications in Computer and Information Science, 885: 128-138. 2018. cited By 4

Odor pleasantness classification from electroencephalographic signals and emotional states [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Exploration of characterization and classification techniques for movement identification from EMG signals: Preliminary results. Viveros-Melo, A.; Lasso-Arciniegas, L.; Salazar-Castro, J.; Peluffo-Ordóñez, D.; Becerra, M.; Castro-Ospina, A.; and Revelo-Fuelagán, E. Communications in Computer and Information Science, 885: 139-149. 2018. cited By 0

Exploration of characterization and classification techniques for movement identification from EMG signals: Preliminary results [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Optimization of the university transportation by contraction hierarchies method and clustering algorithms. Herrera-Granda, I.; Lorente-Leyva, L.; Peluffo-Ordóñez, D.; Valencia-Chapi, R.; Montero-Santos, Y.; Chicaiza-Vaca, J.; and Castro-Ospina, A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10870 LNAI: 95-107. 2018. cited By 2

Optimization of the university transportation by contraction hierarchies method and clustering algorithms [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems. Becerra, M.; Duque-Mejía, C.; Zapata-Hernández, C.; Peluffo-Ordóñez, D.; Serna-Guarín, L.; Delgado-Trejos, E.; Revelo-Fuelagán, E.; and Blanco Valencia, X. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11314 LNCS: 410-418. 2018. cited By 1

Exploratory Study of the Effects of Cardiac Murmurs on Electrocardiographic-Signal-Based Biometric Systems [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Developments on solutions of the normalized-cut-clustering problem without eigenvectors. Lorente-Leyva, L.; Herrera-Granda, I.; Rosero-Montalvo, P.; Ponce-Guevara, K.; Castro-Ospina, A.; Becerra, M.; Peluffo-Ordóñez, D.; and Rodríguez-Sotelo, J. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10878 LNCS: 318-328. 2018. cited By 4

Developments on solutions of the normalized-cut-clustering problem without eigenvectors [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

A novel color-based data visualization approach using a circular interaction model and dimensionality reduction. Salazar-Castro, J.; Rosero-Montalvo, P.; Peña-Unigarro, D.; Umaquinga-Criollo, A.; Castillo-Marrero, Z.; Revelo-Fuelagán, E.; Peluffo-Ordóñez, D.; and Castellanos-Domínguez, C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10878 LNCS: 557-567. 2018. cited By 1

A novel color-based data visualization approach using a circular interaction model and dimensionality reduction [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Advances in Homotopy Applied to Object Deformation. Salazar-Castro, J.; Umaquinga-Criollo, A.; Cruz-Cruz, L.; Alpala-Alpala, L.; González-Castaño, C.; Becerra-Botero, M.; Peluffo-Ordóñez, D.; and Castellanos-Domínguez, C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10814 LNBI: 231-242. 2018. cited By 0

Advances in Homotopy Applied to Object Deformation [link]

Paper doi link bibtex 1 download

@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},
note={cited By 0},
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},
document_type={Conference Paper},
source={Scopus},
}

Cardiac pulse modeling using a modified van der Pol oscillator and genetic algorithms. Lopez-Chamorro, F.; Arciniegas-Mejia, A.; Imbajoa-Ruiz, D.; Rosero-Montalvo, P.; García, P.; Castro-Ospina, A.; Acosta, A.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10813 LNBI: 96-106. 2018. cited By 0

Cardiac pulse modeling using a modified van der Pol oscillator and genetic algorithms [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Angle-based model for interactive dimensionality reduction and data visualization. Basante-Villota, C.; Ortega-Castillo, C.; Peña-Unigarro, D.; Revelo-Fuelagán, E.; Salazar-Castro, J.; Ortega-Bustamante, M.; Rosero-Montalvo, P.; Vega-Escobar, L.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11047 LNCS: 149-157. 2018. cited By 0

Angle-based model for interactive dimensionality reduction and data visualization [link]

Paper doi link bibtex 1 download

@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},
note={cited By 0},
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},
document_type={Conference Paper},
source={Scopus},
}

Generalized Low-Computational Cost Laplacian Eigenmaps. Salazar-Castro, J.; Peña, D.; Basante, C.; Ortega, C.; Cruz-Cruz, L.; Revelo-Fuelagán, J.; Blanco-Valencia, X.; Castellanos-Domínguez, G.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 11314 LNCS: 661-669. 2018. cited By 0

Generalized Low-Computational Cost Laplacian Eigenmaps [link]

Paper doi link bibtex

@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},
note={cited By 0},
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},
document_type={Conference Paper},
source={Scopus},
}

2017 (15)

Comparison between unipolar and bipolar electrograms for detecting rotor tip from 2D fibrillation model using image fusion. A simulation study. Duarte-Salazar, C.; Orozco-Duque, A.; Tobón, C.; Peluffo-Ordóñez, D.; Luna, J.; and Becerra, M. 2017. cited By 1

Paper doi link bibtex

@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},
year={2017},
doi={10.1109/LA-CCI.2016.7885712},
art_number={7885712},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018175011&doi=10.1109%2fLA-CCI.2016.7885712&partnerID=40&md5=727e3215280a9170a634b8d6031c8e6f},
document_type={Conference Paper},
source={Scopus},
}

Dimensionality reduction for interactive data visualization via a Geo-Desic approach. Salazar-Castro, J.; Peña-Unigarro, D.; Peluffo-Ordóñez, D.; Rosero-Montalvo, P.; Dominguez-Limaico, H.; Alvarado-Perez, J.; and Theron, R. 2017. cited By 2

Dimensionality reduction for interactive data visualization via a Geo-Desic approach [link]

Paper doi link bibtex

@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},
year={2017},
doi={10.1109/LA-CCI.2016.7885740},
art_number={7885740},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018177982&doi=10.1109%2fLA-CCI.2016.7885740&partnerID=40&md5=0089b5528fc51c0741b13527e7fc8f73},
document_type={Conference Paper},
source={Scopus},
}

Segment clustering for Holter recordings analysis. Rodríguez-Sotelo, J.; Peluffo-Ordoñez, D.; López-Londoño, D.; and Castro-Ospina, A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10337 LNCS: 456-463. 2017. cited By 1

Segment clustering for Holter recordings analysis [link]

Paper doi link bibtex

@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},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027070901&doi=10.1007%2f978-3-319-59740-9_45&partnerID=40&md5=a24ed55cb88b6163b965ae4a5b3e6a51},
document_type={Conference Paper},
source={Scopus},
}

Comparison among physiological signals for biometric identification. Moreno-Revelo, M.; Ortega-Adarme, M.; Peluffo-Ordoñez, D.; Alvarez-Uribe, K.; and Becerra, M. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10585 LNCS: 436-443. 2017. cited By 4

Comparison among physiological signals for biometric identification [link]

Paper doi link bibtex

@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},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85034253738&doi=10.1007%2f978-3-319-68935-7_47&partnerID=40&md5=21b584f87db28437142d6a2eb5ff8bc6},
document_type={Conference Paper},
source={Scopus},
}

Human sit down position detection using data classification and dimensionality reduction. Rosero-Montalvo, P.; Jaramillo, D.; Flores, S.; Peluffo, D.; Alvear, V.; and Lopez, M. Advances in Science, Technology and Engineering Systems, 2(3): 749-754. 2017. cited By 4

Human sit down position detection using data classification and dimensionality reduction [link]

Paper doi link bibtex

@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},
number={3},
pages={749-754},
doi={10.25046/aj020395},
note={cited By 4},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85045740724&doi=10.25046%2faj020395&partnerID=40&md5=6c33693a4f56fee9b8f5f794e6fc14ba},
document_type={Article},
source={Scopus},
}

Analysis of motor imaginary BCI within multi-environment scenarios using a mixture of classifiers. Ortega-Adarme, M.; Moreno-Revelo, M.; Peluffo-Ordoñez, D.; Marín Castrillon, D.; Castro-Ospina, A.; and Becerra, M. Communications in Computer and Information Science, 735: 511-523. 2017. cited By 3

Analysis of motor imaginary BCI within multi-environment scenarios using a mixture of classifiers [link]

Paper doi link bibtex

@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},
pages={511-523},
doi={10.1007/978-3-319-66562-7_37},
note={cited By 3},
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},
document_type={Conference Paper},
source={Scopus},
}

Two novel clustering performance measures based on coherence and relative assignments of clusters. Areiza-Laverde, H.; Castro-Ospina, A.; Rosero-Montalvo, P.; Peluffo-Ordóñez, D.; Rodríguez-Sotelo, J.; and Becerra-Botero, M. Communications in Computer and Information Science, 735: 792-804. 2017. cited By 0

Two novel clustering performance measures based on coherence and relative assignments of clusters [link]

Paper doi link bibtex

@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},
pages={792-804},
doi={10.1007/978-3-319-66562-7_56},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85028651261&doi=10.1007%2f978-3-319-66562-7_56&partnerID=40&md5=f8f75d2f7fd698d1b7ed2586a9bfe200},
document_type={Conference Paper},
source={Scopus},
}

Data visualization using interactive dimensionality reduction and improved color-based interaction model. Rosero-Montalvo, P.; Peña-Unigarro, D.; Peluffo, D.; Castro-Silva, J.; Umaquinga, A.; and Rosero-Rosero, E. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10338 LNCS: 289-298. 2017. cited By 9

Data visualization using interactive dimensionality reduction and improved color-based interaction model [link]

Paper doi link bibtex 1 download

@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},
note={cited By 9},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85027151911&doi=10.1007%2f978-3-319-59773-7_30&partnerID=40&md5=1139dbb051b13d6ac78fdc051f9f32b9},
document_type={Conference Paper},
source={Scopus},
}

Sleep stages clustering using time and spectral features of EEG signals an unsupervised approach. Rodríguez-Sotelo, J.; Osorio-Forero, A.; Jiménez-Rodríguez, A.; Restrepo-De-Mejía, F.; Peluffo-Ordoñez, D.; and Serrano, J. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10337 LNCS: 444-455. 2017. cited By 0

Sleep stages clustering using time and spectral features of EEG signals an unsupervised approach [link]

Paper doi link bibtex

@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},
note={cited By 0},
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},
document_type={Conference Paper},
source={Scopus},
}

Data fusion from multiple stations for estimation of PM2.5 in specific geographical location. Becerra, M.; Sánchez, M.; Carvajal, J.; Luna, J.; Peluffo-Ordóñez, D.; and Tobón, C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10125 LNCS: 426-433. 2017. cited By 1

Data fusion from multiple stations for estimation of PM2.5 in specific geographical location [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Automatic motion segmentation via a cumulative kernel representation and spectral clustering. Oña-Rocha, O.; Sánchez-Manosalvas, O.; Umaquinga-Criollo, A.; Rosero-Montalvo, P.; Suárez-Zambrano, L.; Rodríguez-Sotelo, J.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10585 LNCS: 406-414. 2017. cited By 1

Automatic motion segmentation via a cumulative kernel representation and spectral clustering [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Theoretical developments for interpreting kernel spectral clustering from alternative viewpoints. Peluffo-Ordóñez, D.; Rosero-Montalvo, P.; Umaquinga-Criollo, A.; Suárez-Zambrano, L.; Domínguez-Limaico, H.; Oña-Rocha, O.; Flores-Armas, S.; and Maya-Olalla, E. Advances in Science, Technology and Engineering Systems, 2(3): 1670-1676. 2017. cited By 2

Theoretical developments for interpreting kernel spectral clustering from alternative viewpoints [link]

Paper doi link bibtex 3 downloads

@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},
document_type={Article},
source={Scopus},
}

Interactive data visualization using dimensionality reduction and dissimilarity-based representations. Peña-Unigarro, D.; Rosero-Montalvo, P.; Revelo-Fuelagán, E.; Castro-Silva, J.; Alvarado-Pérez, J.; Therón, R.; Ortega-Bustamante, C.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10585 LNCS: 461-469. 2017. cited By 4

Interactive data visualization using dimensionality reduction and dissimilarity-based representations [link]

Paper doi link bibtex

@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},
}

Multi-labeler classification using kernel representations and mixture of classifiers. Imbajoa-Ruiz, D.; Gustin, I.; Bolaños-Ledezma, M.; Arciniegas-Mejía, A.; Guasmayan-Guasmayan, F.; Bravo-Montenegro, M.; Castro-Ospina, A.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10125 LNCS: 343-351. 2017. cited By 0

Multi-labeler classification using kernel representations and mixture of classifiers [link]

Paper doi link bibtex

@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},
note={cited By 0},
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},
}

Interactive data visualization using dimensionality reduction and similarity-based representations. Rosero-Montalvo, P.; Diaz, P.; Salazar-Castro, J.; Peña-Unigarro, D.; Anaya-Isaza, A.; Alvarado-Pérez, J.; Therón, R.; and Peluffo-Ordóñez, D. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 10125 LNCS: 334-342. 2017. cited By 8

Interactive data visualization using dimensionality reduction and similarity-based representations [link]

Paper doi link bibtex

@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},
}

2016 (4)

Different perspectives for kernel spectral clustering: A theoretical study. Peluffo, D.; Rosero, P.; Pupiales, C.; Suarez, L.; Jaramillo, E.; Maya, E.; Michilena, J.; and Vasquez, C. 2016. cited By 0

Different perspectives for kernel spectral clustering: A theoretical study [link]

Paper doi link bibtex 1 download

@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},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85007005236&doi=10.1109%2fETCM.2016.7750849&partnerID=40&md5=0625cfa53fd82073216cd04b00a1d382},
document_type={Conference Paper},
source={Scopus},
}

Human-sitting-pose detection using data classification and dimensionality reduction. Nunez-Godoy, S.; Alvear-Puertas, V.; Realpe-Godoy, S.; Pujota-Cuascota, E.; Farinango-Endara, H.; Navarrete-Insuasti, I.; Vaca-Chapi, F.; Rosero-Montalvo, P.; and Peluffo, D. 2016. cited By 11

Human-sitting-pose detection using data classification and dimensionality reduction [link]

Paper doi link bibtex

@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},
art_number={7750822},
note={cited By 11},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-85007010539&doi=10.1109%2fETCM.2016.7750822&partnerID=40&md5=f6f5c2a6c27b9510e3e333a695fa35a0},
document_type={Conference Paper},
source={Scopus},
}

Interactive visualization methodology of high-dimensional data with a color-based model for dimensionality reduction. Pena-Unigarro, D.; Salazar-Castro, J.; Peluffo-Ordonez, D.; Rosero-Montalvo, P.; Ona-Rocha, O.; Isaza, A.; Alvarado-Perez, J.; and Theron, R. 2016. cited By 5

Interactive visualization methodology of high-dimensional data with a color-based model for dimensionality reduction [link]

Paper doi link bibtex

@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},
doi={10.1109/STSIVA.2016.7743318},
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},
source={Scopus},
}

On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint. Peluffo-Ordóñez, D.; Becerra, M.; Castro-Ospina, A.; Blanco-Valencia, X.; Alvarado-Pérez, J.; Therón, R.; and Anaya-Isaza, A. Advances in Intelligent Systems and Computing, 474: 255-264. 2016. cited By 1

On the relationship between dimensionality reduction and spectral clustering from a kernel viewpoint [link]

Paper doi link bibtex

@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},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84975493266&doi=10.1007%2f978-3-319-40162-1_28&partnerID=40&md5=2c883d68280ca4741dd2cf7ed129621f},
document_type={Conference Paper},
source={Scopus},
}

2015 (14)

Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure. Lee, J.; Peluffo-Ordóñez, D.; and Verleysen, M. Neurocomputing, 169: 246-261. 2015. cited By 16

Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure [link]

Paper doi link bibtex 2 downloads

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84938209906&doi=10.1016%2fj.neucom.2014.12.095&partnerID=40&md5=a9f1ada5176baf80360ffcdb84011944},
document_type={Article},
source={Scopus},
}

Generalized Bonhoeffer-van der Pol oscillator for modelling cardiac pulse: Preliminary results. Peluffo-Ordonez, D.; Rodriguez-Sotelo, J.; Revelo-Fuelagan, E.; Ospina-Aguirre, C.; and Olivard-Tost, G. 2015. cited By 2

Generalized Bonhoeffer-van der Pol oscillator for modelling cardiac pulse: Preliminary results [link]

Paper doi link bibtex 1 download

@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},
note={cited By 2},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84960425268&doi=10.1109%2fCCAC.2015.7345211&partnerID=40&md5=625f3923586caa9ef90882397bb3a5e6},
document_type={Conference Paper},
source={Scopus},
}

Knowledge discovery in databases from a perspective of intelligent information visualization. Alvarado-Pérez, J.; Bolaños-Ramírez, H.; Peluffo-Ordóñez, D.; and Murillo, S. 2015. cited By 1

Knowledge discovery in databases from a perspective of intelligent information visualization [link]

Paper doi link bibtex

@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},
art_number={7330438},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962915345&doi=10.1109%2fSTSIVA.2015.7330438&partnerID=40&md5=eb10cee8b7e1ed6621b65d5a7ec14629},
document_type={Conference Paper},
source={Scopus},
}

On the effect of inverse problem weighted solutions for epileptic sources localization. Acosta-Munoz, M.; Paredes-Argoty, H.; Revelo-Fuelagan, E.; and Peluffo-Ordonez, D. 2015. cited By 0

On the effect of inverse problem weighted solutions for epileptic sources localization [link]

Paper doi link bibtex 1 download

@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},
art_number={7330448},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962891483&doi=10.1109%2fSTSIVA.2015.7330448&partnerID=40&md5=d482422e6c23c6ad2a2c8f7d777faa96},
document_type={Conference Paper},
source={Scopus},
}

Deforming objects via exponential homotopy: A first approach. Alpala, L.; Peluffo-Ordonez, D.; Gonzalez-Castano, C.; and Guasmayan, F. 2015. cited By 1

Deforming objects via exponential homotopy: A first approach [link]

Paper doi link bibtex 1 download

@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},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962835226&doi=10.1109%2fSTSIVA.2015.7330401&partnerID=40&md5=1c356d9131f9c013b07a5ad9900be979},
document_type={Conference Paper},
source={Scopus},
}

Interactive interface for efficient data visualization via a geometric approach. Salazar-Castro, J.; Rosas-Narvaez, Y.; Pantoja, A.; Alvarado-Perez, J.; and Peluffo-Ordonez, D. 2015. cited By 10

Interactive interface for efficient data visualization via a geometric approach [link]

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962863110&doi=10.1109%2fSTSIVA.2015.7330397&partnerID=40&md5=c109abd5cad871390dbffe7710cdc4d2},
document_type={Conference Paper},
source={Scopus},
}

Novel spectral characteristics of the electrical current waveform to quantifying power quality on LED lamps. Peluffo-Ordóñez, D.; and Revelo-Fuelagán, E. 2015. cited By 0

Novel spectral characteristics of the electrical current waveform to quantifying power quality on LED lamps [link]

Paper doi link bibtex

@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},
}

Generalized kernel framework for unsupervised spectral methods of dimensionality reduction. Peluffo-Ordonez, D.; Lee, J.; and Verleysen, M. 2015. cited By 16

Generalized kernel framework for unsupervised spectral methods of dimensionality reduction [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Artificial and natural intelligence integration. Alvarado-Pérez, J.; and Peluffo-Ordóñez, D. Advances in Intelligent Systems and Computing, 373: 167-173. 2015. cited By 1

Artificial and natural intelligence integration [link]

Paper doi link bibtex

@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},
note={cited By 1},
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},
}

On the spectral clustering for dynamic data. Peluffo-OrdÓÑez, D.; Alvarado-PÉrez, J.; and Castro-Ospina, A. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9108: 148-155. 2015. cited By 2

On the spectral clustering for dynamic data [link]

Paper doi link bibtex

@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},
source={Scopus},
}

Segment clustering methodology for unsupervised holter recordings analysis. Rodríguez-Sotelo, J.; Peluffo-Ordoñez, D.; and Dominguez, G. 2015. cited By 0

Segment clustering methodology for unsupervised holter recordings analysis [link]

Paper doi link bibtex

@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},
}

Multiple kernel learning for spectral dimensionality reduction. Peluffo-Ordóñez, D.; Castro-Ospina, A.; Alvarado-Pérez, J.; and Revelo-Fuelagán, E. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 9423: 626-634. 2015. cited By 4

Multiple kernel learning for spectral dimensionality reduction [link]

Paper doi link bibtex

@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},
note={cited By 4},
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},
}

Geometrical homotopy for data visualization. Peluffo-Ordóñez, D.; Alvarado-Pérez, J.; Lee, J.; and Verleysen, M. 2015. cited By 7

Geometrical homotopy for data visualization [link]

Paper link bibtex

@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},
}

Effectiveness of morphological and spectral heartbeat characterization on arrhythmia clustering for Holter recordings. Castro-Hoyos, C.; Peluffo-Ordoñez, D.; Rodríguez-Sotelo, J.; and Castellanos-Domínguez, G. 2015. cited By 0

Effectiveness of morphological and spectral heartbeat characterization on arrhythmia clustering for Holter recordings [link]

Paper doi link bibtex

@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},
}

2014 (8)

Recent methods for dimensionality reduction: A brief comparative analysis. Peluffo, D.; Lee, J.; and Verleysen, M. 2014. cited By 12

Recent methods for dimensionality reduction: A brief comparative analysis [link]

Paper link bibtex 3 downloads

@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},
note={cited By 12},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962032978&partnerID=40&md5=b0086fe4078be49718ffdbb2db6f0bd8},
document_type={Conference Paper},
source={Scopus},
}

Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction. Lee, J.; Peluffo-Ordóñez, D.; and Verleysen, M. 2014. cited By 3

Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction [link]

Paper link bibtex

@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},
}

Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding. Peluffo-Ordóñez, D.; Lee, J.; and Verleysen, M. Advances in Intelligent Systems and Computing, 295: 65-74. 2014. cited By 11

Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding [link]

Paper doi link bibtex

@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},
note={cited By 11},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84903518644&doi=10.1007%2f978-3-319-07695-9_6&partnerID=40&md5=d010e4271eb9fa1d9a60cb80dd6f50a0},
document_type={Conference Paper},
source={Scopus},
}

A multi-class extension for multi-labeler support vector machines. Peluffo-Ordóñez, D.; Murillo-Rendón, S.; Arias-Londoño, J.; and Castellanos-Domínguez, G. 2014. cited By 2

A multi-class extension for multi-labeler support vector machines [link]

Paper link bibtex 1 download

@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},
}

Optimal data projection for kernel spectral clustering. Peluffo, D.; Alzate, C.; Suykens, J.; and Castellanos-Dominguez, G. 2014. cited By 4

Optimal data projection for kernel spectral clustering [link]

Paper link bibtex

@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},
}

Quadratic problem formulation with linear constraints for normalized cut clustering. Peluffo-Ordóñez, D.; Castro-Hoyos, C.; Acosta-Medina, C.; and Castellanos-Domínguez, G. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8827: 408-415. 2014. cited By 5

Quadratic problem formulation with linear constraints for normalized cut clustering [link]

Paper link bibtex

@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},
}

Unsupervised relevance analysis for feature extraction and selection: A distance-based approach for feature relevance. Peluffo, D.; Lee, J.; Verleysen, M.; Rodríguez, J.; and Castellanos-Domínguez, G. 2014. cited By 7

Unsupervised relevance analysis for feature extraction and selection: A distance-based approach for feature relevance [link]

Paper link bibtex 1 download

@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},
}

Automatic sleep stages classification using EEG entropy features and unsupervised pattern analysis techniques. Rodríguez-Sotelo, J.; Osorio-Forero, A.; Jiménez-Rodríguez, A.; Cuesta-Frau, D.; Cirugeda-Roldán, E.; and Peluffo, D. Entropy, 16(12): 6573-6589. 2014. cited By 42

Automatic sleep stages classification using EEG entropy features and unsupervised pattern analysis techniques [link]

Paper doi link bibtex 1 download

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84920903597&doi=10.3390%2fe16126573&partnerID=40&md5=8525b33662263a88dc6c5d85ed0185de},
document_type={Article},
source={Scopus},
}

2013 (7)

Kernel spectral clustering for dynamic data. Peluffo-Ordóñez, D.; García-Vega, S.; Álvarez-Meza, A.; and Castellanos-Domínguez, C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8258 LNCS(PART 1): 238-245. 2013. cited By 5

Kernel spectral clustering for dynamic data [link]

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893160204&doi=10.1007%2f978-3-642-41822-8_30&partnerID=40&md5=001469b21c644129b0e8e08f068b4444},
document_type={Conference Paper},
source={Scopus},
}

Kernel spectral clustering for dynamic data using multiple kernel learning. Peluffo-Ordonez, D.; Garcia-Vega, S.; Langone, R.; Suykens, J.; and Castellanos-Dominguez, G. 2013. cited By 6

Kernel spectral clustering for dynamic data using multiple kernel learning [link]

Paper doi link bibtex

@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},
note={cited By 6},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893603346&doi=10.1109%2fIJCNN.2013.6706858&partnerID=40&md5=17a3221247c329b58a14936344e5d8e9},
document_type={Conference Paper},
source={Scopus},
}

Support vector machine-based approach for multi-labelers problems. Murillo, S.; Peluffo, D.; and Castellanos, G. 2013. cited By 3

Support vector machine-based approach for multi-labelers problems [link]

Paper link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Normalized cuts clustering with prior knowledge and a pre-clustering stage. Peluffo-Ordoñez, D.; Castro-Ospina, A.; Chavez-Chamorro, D.; Acosta-Medina, C.; and Castellanos-Dominguez, G. 2013. cited By 2

Normalized cuts clustering with prior knowledge and a pre-clustering stage [link]

Paper link bibtex

@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},
}

Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering. Castro-Ospina, A.; Castro-Hoyos, C.; Peluffo-Ordonez, D.; and Castellanos-Dominguez, G. 2013. cited By 5

Paper doi link bibtex

@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},
source={Scopus},
}

Kernel spectral clustering for motion tracking: A first approach. Peluffo-Ordóñez, D.; García-Vega, S.; and Castellanos-Domínguez, C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7930 LNCS(PART 1): 264-273. 2013. cited By 3

Kernel spectral clustering for motion tracking: A first approach [link]

Paper doi link bibtex

@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},
}

Multi-labeler analysis for bi-class problems based on soft-margin support vector machines. Murillo-Rendón, S.; Peluffo-Ordóñez, D.; Arias-Londoño, J.; and Castellanos-Domínguez, C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7930 LNCS(PART 1): 274-282. 2013. cited By 2

Multi-labeler analysis for bi-class problems based on soft-margin support vector machines [link]

Paper doi link bibtex

@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},
}

2012 (7)

Effect of latency on clustering of P300 recordings for ADHD discrimination. Peluffo-Ordonez, D.; Martinez-Vargas, J.; and Castellanos-Dominguez, G. 2012. cited By 0

Effect of latency on clustering of P300 recordings for ADHD discrimination [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Constrained affinity matrix for spectral clustering: A basic semi-supervised extension. Castro-Hoyos, C.; Peluffo, D.; and Castellanos, C. 2012. cited By 1

Constrained affinity matrix for spectral clustering: A basic semi-supervised extension [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Weighted time series analysis for electroencephalographic source localization [Análisis de series de tiempo ponderadas para la localización de fuentes electroencefalográficas]. Giraldo, E.; Peluffo-Ordoñez, D.; and Castellanos-Domínguez, G. DYNA (Colombia), 79(176): 64-70. 2012. cited By 3

Paper link bibtex

@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)},
year={2012},
volume={79},
number={176},
pages={64-70},
note={cited By 3},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84871631143&partnerID=40&md5=d1491c1fd9941754989c8bba8f7406d2},
document_type={Article},
source={Scopus},
}

Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering. Rodríguez-Sotelo, J.; Peluffo-Ordoñez, D.; Cuesta-Frau, D.; and Castellanos-Domínguez, G. Computer Methods and Programs in Biomedicine, 108(1): 250-261. 2012. cited By 28

Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering [link]

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84865789786&doi=10.1016%2fj.cmpb.2012.04.007&partnerID=40&md5=5067e93c20abbb5826f803ceaf9803b0},
document_type={Article},
source={Scopus},
}

An improved multi-class spectral clustering based on normalized cuts. Peluffo-Ordóñez, D.; Acosta-Medina, C.; and Castellanos-Domínguez, C. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7441 LNCS: 130-137. 2012. cited By 2

An improved multi-class spectral clustering based on normalized cuts [link]

Paper doi link bibtex

@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},
document_type={Conference Paper},
source={Scopus},
}

Numerical investigation of low level OSNR estimation based on gaussian fitting and non-linear least squares on AAH in noisy optical communication links. Castro H., C.; Peluffo O., D.; Díaz, O.; and Guerrero G., N. 2012. cited By 0

Paper doi link bibtex

@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},
art_number={6233657},
note={cited By 0},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84864858862&doi=10.1109%2fColComCon.2012.6233657&partnerID=40&md5=8b3d42b3816b700d86343f66159f663e},
document_type={Conference Paper},
source={Scopus},
}

Image segmentation based on multi-kernel learning and feature relevance analysis. Molina-Giraldo, S.; Álvarez-Meza, A.; Peluffo-Ordoñez, D.; and Castellanos-Domínguez, G. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 7637 LNAI: 501-510. 2012. cited By 9

Image segmentation based on multi-kernel learning and feature relevance analysis [link]

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-84893614058&doi=10.1007%2f978-3-642-34654-5_51&partnerID=40&md5=3099a3917e3634acbad4fefa52269c28},
document_type={Conference Paper},
source={Scopus},
}

2010 (1)

Weighted-PCA for unsupervised classification of cardiac arrhythmias. Rodríguez-Sotelo, J.; Delgado-Trejos, E.; Peluffo-Ordóñez, D.; Cuesta-Frau, D.; and Castellanos-Domínguez, G. 2010. cited By 5

Weighted-PCA for unsupervised classification of cardiac arrhythmias [link]

Paper doi link bibtex

@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},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-78650821067&doi=10.1109%2fIEMBS.2010.5627321&partnerID=40&md5=fcfd0fa2b64c7dbe3c85207fbdaa8da8},
document_type={Conference Paper},
source={Scopus},
}

2009 (2)

Nonparametric density-based clustering for cardiac arrhythmia analysis. Rodríguez-Sotelo, J.; Peluffo-Ordoñez, D.; Cuesta-Frau, D.; and Castellanos-Domínguez, G. 2009. cited By 1

Nonparametric density-based clustering for cardiac arrhythmia analysis [link]

Paper link bibtex 3 downloads

@CONFERENCE{Rodriguez-Sotelo2009569,
author={Rodríguez-Sotelo, J.L. and Peluffo-Ordoñez, D. and Cuesta-Frau, D. and Castellanos-Domínguez, G.},
title={Nonparametric density-based clustering for cardiac arrhythmia analysis},
journal={Computers in Cardiology},
year={2009},
volume={36},
pages={569-572},
art_number={5445342},
note={cited By 1},
url={https://www.scopus.com/inward/record.uri?eid=2-s2.0-77952704320&partnerID=40&md5=a12dc992fdcf78d553a05b76b2552059},
document_type={Conference Paper},
source={Scopus},
}

Unsupervised feature selection in cardiac arrhythmias analysis. Rodríguez-Sotelo, J.; Cuesta-Frau, D.; Peluffo-Ordóñez, D.; and Castellanos-Domínguez, G. 2009. cited By 2

Unsupervised feature selection in cardiac arrhythmias analysis [link]

Paper doi link bibtex 1 download

@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},
document_type={Conference Paper},
source={Scopus},
}