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Diego Hernán Peluffo-Ordóñez
Diego Hernán Peluffo-Ordóñez
Head of the SDAS Research Group (https://sdas-group.com/)
Verified email at sdas-group.com - Homepage
Title
Cited by
Cited by
Year
Automatic Sleep Stages Classification Using EEG Entropy Features and Unsupervised Pattern Analysis Techniques
JL Rodríguez-Sotelo, A Osorio-Forero, A Jiménez-Rodríguez, ...
Entropy 16 (12), 6573-6589, 2014
1032014
Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure
JA Lee, DH Peluffo-Ordóñez, M Verleysen
Neurocomputing 169, 246-261, 2015
792015
Bridging the gap between human knowledge and machine learning
JC Alvarado-Pérez, DH Peluffo-Ordónez, R Therón-Sánchez
Ediciones Universidad de Salamanca (España), 2015
63*2015
Unsupervised feature relevance analysis applied to improve ECG heartbeat clustering
JL Rodríguez-Sotelo, D Peluffo-Ordonez, D Cuesta-Frau, ...
Computer methods and programs in biomedicine 108 (1), 250-261, 2012
442012
Internet de las Cosas y Visión Artificial, Funcionamiento y Aplicaciones: Revisión de Literatura
V Alvear-Puertas, P Rosero-Montalvo, D Peluffo-Ordóñez, J Pijal-Rojas
Enfoque UTE 8 (1), pp. 244-256, 2017
40*2017
Kernel-based framework for spectral dimensionality reduction and clustering formulation: A theoretical study
X Blanco-Valencia, MA Becerra, AE Castro-Ospina, M Ortega-Adarme, ...
332017
Sign language recognition based on intelligent glove using machine learning techniques
PD Rosero-Montalvo, P Godoy-Trujillo, E Flores-Bosmediano, ...
2018 IEEE Third Ecuador Technical Chapters Meeting (ETCM), 1-5, 2018
292018
Recent methods for dimensionality reduction: A brief comparative analysis
DH Peluffo Ordoñez, JA Lee, M Verleysen
2014 European Symposium on Artificial Neural Networks, Computational …, 2014
272014
Generalized kernel framework for unsupervised spectral methods of dimensionality reduction
DH Peluffo-Ordóñez, JA Lee, M Verleysen
2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM …, 2014
252014
Short review of dimensionality reduction methods based on stochastic neighbour embedding
DH Peluffo-Ordónez, JA Lee, M Verleysen
Advances in Self-Organizing Maps and Learning Vector Quantization, 65-74, 2014
232014
Intelligent System for Identification of Wheelchair User’s Posture using Machine Learning Techniques
P Rosero-Montalvo, DH Peluffo-Ordóñez, VFL Batista, J Serrano, ...
IEEE Sensors Journal, 2018
222018
Interactive interface for efficient data visualization via a geometric approach
JA Salazar-Castro, YC Rosas-Narváez, AD Pantoja, JC Alvarado-Pérez, ...
212015
Image segmentation based on multi-kernel learning and feature relevance analysis
S Molina-Giraldo, AM Álvarez-Meza, DH Peluffo-Ordóñez, ...
Ibero-American Conference on Artificial Intelligence, 501-510, 2012
192012
Computer vision-based method for automatic detection of crop rows in potato fields
I García-Santillán, D Peluffo-Ordoñez, V Caranqui, M Pusdá, F Garrido, ...
International Conference on Information Technology & Systems, 355-366, 2018
182018
Human-sitting-pose detection using data classification and dimensionality reduction
S Nuñez-Godoy, V Alvear-Puertas, S Realpe-Godoy, E Pujota-Cuascota, ...
Ecuador Technical Chapters Meeting (ETCM), IEEE 1, 1-5, 2016
182016
Human Sit Down Position Detection Using Data Classification and Dimensionality Reduction
P Rosero-Montalvo, D Jaramillo, S Flores, D Peluffo, V Alvear, M Lopez
172017
Geometrical homotopy for data visualization
DH Peluffo-Ordónez, JC Alvarado-Pérez, JA Lee, M Verleysen
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2015
172015
Unsupervised relevance analysis for feature extraction and selection: A distance-based approach for feature relevance
DH Peluffo, JA Lee, M Verleysen, JL Rodríguez-Sotelo, ...
International conference on pattern recognition, applications and methods-ICPRAM, 2014
17*2014
Weighted-PCA for unsupervised classification of cardiac arrhythmias
JL Rodríguez-Sotelo, E Delgado-Trejos, D Peluffo-Ordóñez, ...
2010 Annual International Conference of the IEEE Engineering in Medicine and …, 2010
172010
Sistema de Riego Basado En La Internet De Las Cosas (IoT)
AJ Anaya-Isaza, DH Peluffo-Ordoñez, J Ivan-Rios, JA Castro-Silva, ...
16*2016
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