| 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 | 114 | 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 | 98 | 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 | 67* | 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 | 63* | 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 | 54 | 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 | 48 | 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 | 45 | 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, ... | 37 | 2017 |
| 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 | 29 | 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 | 28 | 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 | 27 | 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 | 23 | 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 | 22 | 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 | 22 | 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 | 22 | 2017 |
| Interactive interface for efficient data visualization via a geometric approach JA Salazar-Castro, YC Rosas-Narváez, AD Pantoja, JC Alvarado-Pérez, ... | 22 | 2015 |
| 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 | 22* | 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 | 20 | 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 | 19 | 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 | 18 | 2018 |
Paul D. Rosero-MontalvoPost. Doc at IT University of CopenhagenVerified email at itu.dk
