Diego Hernán Peluffo-Ordóñez
Diego Hernán Peluffo-Ordóñez
Head of the SDAS Research Group (
Verified email at - 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
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
Bridging the gap between human knowledge and machine learning
JC Alvarado-Pérez, DH Peluffo-Ordónez, R Therón-Sánchez
Ediciones Universidad de Salamanca (España), 2015
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
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
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
Smart Factory Using Virtual Reality and Online Multi-User: Towards a Metaverse for Experimental Frameworks
LO Alpala, DJ Quiroga-Parra, JC Torres, DH Peluffo-Ordóñez
Applied Sciences 12 (12), 6258, 2022
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
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
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
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 …, 2014
Methodology for the design and simulation of industrial facilities and production systems based on a modular approach in an" industry 4.0" context
LO Alpala, MME Alemany, DH Peluffo-Ordoñez, F Bolaños, AM Rosero, ...
DYNA 85 (207), 243-252, 2018
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, ...
Proceedings of the International Conference on Information Technology …, 2018
Human Sit Down Position Detection Using Data Classification and Dimensionality Reduction
P Rosero-Montalvo, D Jaramillo, S Flores, D Peluffo, V Alvear, M Lopez
Interactive interface for efficient data visualization via a geometric approach
JA Salazar-Castro, YC Rosas-Narváez, AD Pantoja, JC Alvarado-Pérez, ...
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
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
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
Odor pleasantness classification from electroencephalographic signals and emotional states
MA Becerra, E Londoño-Delgado, SM Pelaez-Becerra, L Serna-Guarín, ...
Colombian Conference on Computing, 128-138, 2018
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