Diego Hernán Peluffo-Ordóñez
Diego Hernán Peluffo-Ordóñez
Head of the SDAS Research Group (www.sdas-group.com)
Verified email at sdas-group.com - Homepage
Cited by
Cited by
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
Bridging the gap between human knowledge and machine learning
JC Alvarado-Pérez, DH Peluffo-Ordónez, R Therón-Sánchez
Ediciones Universidad de Salamanca (España), 2015
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
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
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
Kernel-based framework for spectral dimensionality reduction and clustering formulation: A theoretical study
X Blanco-Valencia, MA Becerra, AE Castro-Ospina, M Ortega-Adarme, ...
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
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
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
Interactive interface for efficient data visualization via a geometric approach
JA Salazar-Castro, YC Rosas-Narváez, AD Pantoja, JC Alvarado-Pérez, ...
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
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
Geometrical homotopy for data visualization
DH Peluffo-Ordónez, JC Alvarado-Pérez, JA Lee, M Verleysen
European Symposium on Artificial Neural Networks, Computational Intelligence …, 2015
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
Interactive data visualization using dimensionality reduction and similarity-based representations
P Rosero-Montalvo, P Diaz, JA Salazar-Castro, DF Peña-Unigarro, ...
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
Data Visualization Using Interactive Dimensionality Reduction and Improved Color-Based Interaction Model
PD Rosero-Montalvo, DF Peña-Unigarro, DH Peluffo, JA Castro-Silva, ...
International Work-Conference on the Interplay Between Natural and …, 2017
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
Prototype reduction algorithms comparison in nearest neighbor classification for sensor data: Empirical study
P Rosero-Montalvo, DH Peluffo-Ordóñez, A Umaquinga, A Anaya, ...
2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), 1-5, 2017
Elderly fall detection using data classification on a portable embedded system
PD Rosero-Montalvo, DH Peluffo-Ordóñez, P Godoy, K Ponce, EA Rosero, ...
2017 IEEE Second Ecuador Technical Chapters Meeting (ETCM), 1-4, 2017
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