Miguel García-Torres

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 34

Top Topics

Biomedical Data

Feature Selection

Automatic Diagnosis

Top Venues

Comput. Math. Methods Medicine

Publications

P. Britto Corthis, G. P. Ramesh, Miguel García-Torres, Roberto Ruiz
Effective Identification and Authentication of Healthcare IoT Using Fog Computing with Hybrid Cryptographic Algorithm. Symmetry 16 (6) (2024)
Miguel García-Torres, Diego P. Pinto-Roa, Carlos Nunez Castillo, Brenda Quiñonez, Gabriela Vázquez, Mauricio Allegretti, María E. García-Díaz
Feature selection applied to QoS/QoE modeling on video and web-based mobile data services: An ordinal approach. Comput. Commun. 217 (2024)
Gustavo Sosa-Cabrera, Santiago Gómez-Guerrero, Miguel García-Torres, Christian E. Schaerer
Feature selection: a perspective on inter-attribute cooperation. Int. J. Data Sci. Anal. 17 (2) (2024)
José Luis Vázquez Noguera, Julio César Mello Román, Diego P. Pinto-Roa, Santiago Gómez, Jordan Ayala, Diego Aquino-Brítez, Pedro E. Gardel-Sotomayor, Miguel García-Torres, Jacques Facon, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Pastor Pérez-Estigarribia
Multiclass Diabetic Retinopathy Classification of Eye Fundus Images Small Datasets Performance Improvement - A Neuroevolution Approach. CLEI (2023)
Miguel García-Torres, Roberto Ruiz, Federico Divina
Evolutionary feature selection on high dimensional data using a search space reduction approach. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Gustavo Sosa-Cabrera, Santiago Gómez-Guerrero, Miguel García-Torres, Christian E. Schaerer
Feature Selection: A perspective on inter-attribute cooperation. CoRR (2023)
Santiago Gómez-Guerrero, Inocencio Ortiz, Gustavo Sosa-Cabrera, Miguel García-Torres, Christian E. Schaerer
Measuring Interactions in Categorical Datasets Using Multivariate Symmetrical Uncertainty. Entropy 24 (1) (2022)
Miguel García-Torres, Francisco Gómez-Vela, Federico Divina, Diego P. Pinto-Roa, José Luis Vázquez Noguera, Julio César Mello Román
Scatter search for high-dimensional feature selection using feature grouping. GECCO Companion (2021)
Aurelio López-Fernández, Domingo S. Rodríguez-Baena, Francisco Gómez-Vela, Federico Divina, Miguel García-Torres
A multi-GPU biclustering algorithm for binary datasets. J. Parallel Distributed Comput. 147 (2021)
José A. Gallardo, Miguel García-Torres, Francisco Gómez-Vela, Félix Morales, Federico Divina, David Becerra-Alonso, Gustavo Velázquez, Federico Daumas-Ladouce, José Luis Vázquez Noguera, Carlos Sauer Ayala, Diego P. Pinto-Roa, Pedro E. Gardel-Sotomayor, Julio César Mello Román
Forecasting Electricity Consumption Data from Paraguay Using a Machine Learning Approach. SOCO (2021)
Pedro Manuel Martínez García, Miguel García-Torres, Federico Divina, José Terrón-Bautista, Irene Delgado-Sainz, Francisco Gómez-Vela, Felipe Cortés-Ledesma
Genome-wide prediction of topoisomerase IIβ binding by architectural factors and chromatin accessibility. PLoS Comput. Biol. 17 (1) (2021)
Rodrigo Parra, Verena Ojeda, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Cynthia Villalba, Jacques Facon, Federico Divina, Olivia Cardozo, Verónica Elisa Castillo, Ingrid Castro Matto
Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks. MIE (2021)
Diego Aquino-Brítez, Jordan Ayala Gómez, José Luis Vázquez Noguera, Miguel García-Torres, Julio César Mello Román, Pedro E. Gardel-Sotomayor, Verónica Elisa Castillo Benitez, Ingrid Castro Matto, Diego P. Pinto-Roa, Jaques Facon, Sebastián Alberto Grillo
Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms. MedInfo (2021)
Jordan Ayala, Miguel García-Torres, José Luis Vázquez Noguera, Francisco Gómez-Vela, Federico Divina
Technical analysis strategy optimization using a machine learning approach in stock market indices. Knowl. Based Syst. 225 (2021)
Sebastián A. Grillo, Julio César Mello Román, Jorge Daniel Mello-Román, Jose Luis Vazquez Noguera, Miguel García-Torres, Federico Divina, Pedro E. Gardel-Sotomayor
Adjacent Inputs With Different Labels and Hardness in Supervised Learning. IEEE Access 9 (2021)
Viviana Elizabeth Jiménez Chaves, Miguel García-Torres, David Becerra-Alonso, Francisco Gómez-Vela, Federico Divina, Jose Luis Vazquez Noguera
Analysis of Student Achievement Scores via Cluster Analysis. ICEUTE (2020)
Domingo S. Rodríguez-Baena, Francisco Gómez-Vela, Miguel García-Torres, Federico Divina, Carlos D. Barranco, Norberto Díaz-Díaz, Manuel Jimenez, Gema Montalvo
Identifying livestock behavior patterns based on accelerometer dataset. J. Comput. Sci. 41 (2020)
Federico Daumas-Ladouce, Miguel García-Torres, José Luis Vázquez Noguera, Diego P. Pinto-Roa, Horacio Legal Ayala
Multi-Objective Pareto Histogram Equalization. CLEI Selected Papers (2020)
Viviana Elizabeth Jiménez Chaves, Graciela Molinas Santana, Andrea Paola Riego Esteche, José Luis Vázquez Noguera, Miguel García-Torres, Sergio Duarte Masi
Self-Assessment of the Computer Engineering Career at the Universidad Americana. ICACIT (2019)
Viviana Elizabeth Jiménez Chaves, Miguel García-Torres, José Luis Vázquez Noguera, César D. Cabrera Oviedo, Andrea Paola Riego Esteche, Federico Divina, Manuel Marrufo-Vázquez
Analysis of Teacher Training in Mathematics in Paraguay's Elementary Education System Using Machine Learning Techniques. CISIS-ICEUTE (2019)
Jorge Daniel Mello-Román, Julio César Mello Román, Santiago Gómez-Guerrero, Miguel García-Torres
Predictive Models for the Medical Diagnosis of Dengue: A Case Study in Paraguay. Comput. Math. Methods Medicine 2019 (2019)
Nelson Luis Durañona Sosa, José Luis Vázquez Noguera, Juan José Cáceres Silva, Miguel García-Torres, Horacio Legal Ayala
RGB Inter-Channel Measures for Morphological Color Texture Characterization. Symmetry 11 (10) (2019)
Gustavo Sosa-Cabrera, Miguel García-Torres, Santiago Gómez-Guerrero, Christian E. Schaerer, Federico Divina
A multivariate approach to the symmetrical uncertainty measure: Application to feature selection problem. Inf. Sci. 494 (2019)
Julio César Mello Román, José Luis Vázquez Noguera, Horacio Legal Ayala, Diego P. Pinto-Roa, Santiago Gómez-Guerrero, Miguel García-Torres
Entropy and Contrast Enhancement of Infrared Thermal Images Using the Multiscale Top-Hat Transform. Entropy 21 (3) (2019)
Francisco Gómez-Vela, Fernando M. Delgado-Chaves, Domingo S. Rodríguez-Baena, Miguel García-Torres, Federico Divina
Ensemble and Greedy Approach for the Reconstruction of Large Gene Co-Expression Networks. Entropy 21 (12) (2019)
Miguel García-Torres, David Becerra-Alonso, Francisco Antonio Gómez Vela, Federico Divina, Isabel López-Cobo, Francisco Martínez-Álvarez
Analysis of Student Achievement Scores: A Machine Learning Approach. CISIS-ICEUTE (2019)
Brenda Quiñonez, Diego P. Pinto-Roa, Miguel García-Torres, María E. García-Díaz, Carlos Núñez-Castillo, Federico Divina
Map-Elites Algorithm for Features Selection Problem. AMW (2019)
Federico Divina, Miguel García-Torres, Ting Hu, Christian E. Schaerer
Soft Computing for Analysis of Biomedical Data. Comput. Math. Methods Medicine 2018 (2018)
Pedro Manuel Martínez García, Miguel García-Torres, Federico Divina, Francisco Antonio Gómez Vela, Felipe Cortés-Ledesma
Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach. EvoApplications (2018)
Raul Mendez, Rodolfo Cardozo, José Luis Vázquez Noguera, Horacio Legal Ayala, Julio César Mello Román, Sebastián A. Grillo, Miguel García-Torres
Color Image Enhancement Using a Multiscale Morphological Approach. CACIC (2018)
Francisco Gómez-Vela, Aurelio López, José Antonio Lagares, Domingo S. Baena, Carlos D. Barranco, Miguel García-Torres, Federico Divina
Bioinformatics from a Big Data Perspective: Meeting the Challenge. IWBBIO (2) (2017)
Gustavo Sosa-Cabrera, Miguel García-Torres, Santiago Gómez, Christian Schaerer, Federico Divina
Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection. CoRR (2017)
Miguel García-Torres, Francisco Gómez-Vela, Belén Melián-Batista, J. Marcos Moreno-Vega
High-dimensional feature selection via feature grouping: A Variable Neighborhood Search approach. Inf. Sci. 326 (2016)
Rafael Arias-Michel, Miguel García-Torres, Christian Schaerer, Federico Divina
Feature Selection Using Approximate Multivariate Markov Blankets. HAIS (2016)
Miguel García-Torres, Rubén Armañanzas, Concha Bielza, Pedro Larrañaga
Comparison of metaheuristic strategies for peakbin selection in proteomic mass spectrometry data. Inf. Sci. 222 (2013)
Roberto Ruiz, José C. Riquelme, Jesús S. Aguilar-Ruiz, Miguel García-Torres
Fast feature selection aimed at high-dimensional data via hybrid-sequential-ranked searches. Expert Syst. Appl. 39 (12) (2012)
Rubén Armañanzas, Yvan Saeys, Iñaki Inza, Miguel García-Torres, Concha Bielza, Yves Van de Peer, Pedro Larrañaga
Peakbin Selection in Mass Spectrometry Data Using a Consensus Approach with Estimation of Distribution Algorithms. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (3) (2011)
Miguel García-Torres, Roberto Ruiz, Belén Melián-Batista, José A. Moreno-Pérez, J. Marcos Moreno-Vega
A Two-Phase Heuristic Construction of Feature Sets for Classification. ICTAI (2011)
Miguel Á. Montero, Roberto Ruiz, Miguel García-Torres, Luis M. Sarro
Feature Selection Applied to Data from the Sloan Digital Sky Survey. IEA/AIE (1) (2010)
Alejandro Hernández-Arauzo, Miguel García-Torres, Antonio Bahamonde
Ranking Attributes Using Learning of Preferences by Means of SVM. CAEPIA (2007)
Félix García-López, Miguel García-Torres, Belén Melián-Batista, José A. Moreno-Pérez, J. Marcos Moreno-Vega
Solving feature subset selection problem by a Parallel Scatter Search. Eur. J. Oper. Res. 169 (2) (2006)
Ignacio José García del Amo, Miguel García-Torres, Belén Melián-Batista, José A. Moreno-Pérez, J. Marcos Moreno-Vega, Raquel Rivero Martín
Data Mining with Scatter Search. EUROCAST (2005)
Miguel García-Torres, Félix C. García López, Belén Melián-Batista, José A. Moreno-Pérez, J. Marcos Moreno-Vega
Solving Feature Subset Selection Problem by a Hybrid Metaheuristic. Hybrid Metaheuristics (2004)
Félix C. García López, Miguel García-Torres, José A. Moreno-Pérez, J. Marcos Moreno-Vega
Scatter Search for the Feature Selection Problem. CAEPIA (2003)