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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   bibtex   8 downloads
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   bibtex   4 downloads
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
Clustering of Reading Ability Performance Variables in the English Language Based on TBL Methodology and Behavior in the Left Hemisphere of the Brain [link]Paper   bibtex   2 downloads
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   bibtex   4 downloads
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.
Stochastic- and Neuro-Fuzzy-Analysis-based characterization and classification of 4-Channel Phonocardiograms for Cardiac Murmur Detection [link]Paper   bibtex   2 downloads
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   bibtex   1 download
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   bibtex   1 download
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   bibtex   2 downloads
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   bibtex   2 downloads
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   bibtex   3 downloads
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   bibtex   1 download
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   bibtex
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   bibtex   7 downloads
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   bibtex   3 downloads
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
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] [link]Paper   bibtex
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   bibtex
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   bibtex
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
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] [link]Paper   bibtex
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   bibtex
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
Comparison of controllers and mathematical modeling of a magnetic levitator [Comparación de controladores y modelado matemático de un levitador magnético] [link]Paper   bibtex
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
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] [link]Paper   bibtex   1 download
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   bibtex
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   bibtex   1 download
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   bibtex   1 download
  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   bibtex
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   bibtex
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
Classification system for corporate reputation based on financial variables [Sistema de clasificación de la reputación corporativa a partir de variables financieras] [link]Paper   bibtex
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
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)] [link]Paper   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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
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] [link]Paper   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
  2018 (26)
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   bibtex   2 downloads
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   bibtex
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
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"] [link]Paper   doi   bibtex   2 downloads
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
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] [link]Paper   doi   bibtex
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   bibtex
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   bibtex
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
Voice pathology detection using artificial neural networks and support vector machines powered by a multicriteria optimization algorithm [link]Paper   doi   bibtex
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   bibtex
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   bibtex   1 download
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   bibtex
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   bibtex
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   bibtex
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   bibtex   1 download
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
  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
Comparison between unipolar and bipolar electrograms for detecting rotor tip from 2D fibrillation model using image fusion. A simulation study [link]Paper   doi   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
  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   bibtex
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   bibtex
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   bibtex
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   bibtex
  2015 (13)
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
  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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
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   bibtex
  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   bibtex
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   bibtex
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   bibtex
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   bibtex
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
Novel heuristic search for ventricular arrhythmia detection using normalized cut clustering [link]Paper   doi   bibtex
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   bibtex
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   bibtex
  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   bibtex
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   bibtex
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
Weighted time series analysis for electroencephalographic source localization [Análisis de series de tiempo ponderadas para la localización de fuentes electroencefalográficas] [link]Paper   bibtex
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   bibtex
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   bibtex
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   bibtex
  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   bibtex
  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   bibtex
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   bibtex   1 download