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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
1262014
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
1092015
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
892022
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
762017
Bridging the gap between human knowledge and machine learning
JC Alvarado-Pérez, DH Peluffo-Ordóñez, R Therón-Sánchez
Ediciones Universidad de Salamanca (España), 2015
70*2015
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
652018
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
492012
Kernel-based framework for spectral dimensionality reduction and clustering formulation: A theoretical study
X Blanco-Valencia, MA Becerra, AE Castro-Ospina, M Ortega-Adarme, ...
402017
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
352018
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
302014
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
292018
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
292014
Human Sit Down Position Detection Using Data Classification and Dimensionality Reduction
P Rosero-Montalvo, D Jaramillo, S Flores, D Peluffo, V Alvear, M Lopez
272017
Identification of Lower-Limb Motor Tasks via Brain–Computer Interfaces: A Topical Overview
V Asanza, E Peláez, F Loayza, LL Lorente-Leyva, DH Peluffo-Ordóñez
Sensors 22 (5), 2028, 2022
252022
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
242018
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
242014
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
222016
Interactive interface for efficient data visualization via a geometric approach
JA Salazar-Castro, YC Rosas-Narváez, AD Pantoja, JC Alvarado-Pérez, ...
222015
Comparison of current deep convolutional neural networks for the segmentation of breast masses in mammograms
A Anaya-Isaza, L Mera-Jimenez, JM Cabrera-Chavarro, L Guachi-Guachi, ...
IEEE Access 9, 152206-152225, 2021
212021
Information Quality Assessment for Data Fusion Systems
MA Becerra, C Tobón, AE Castro-Ospina, DH Peluffo-Ordóñez
Data 6 (6), 60, 2021
212021
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Articles 1–20