Miguel García Torres

Miguel García Torres

Associate Professor

Citations and socials

Scopus   Google Scholar       ORCID

Miguel García Torres is an associate professor in the Escuela Politécnica Superior of the Universidad Pablo de Olavide. He received the BS degree in physics and the PhD degree in computer science from the Universidad de La Laguna, Tenerife, Spain, in 2001 and 2007, respectively. After obtaining the doctorate he held a postoc position in the Laboratory for Space Astrophysics and Theoretical Physics at the National institute of Aerospace Technology (INTA). There, he joined in the Gaia mission from the European Space Agency (ESA) and started to participate in the Gaia Data Processing and Analysis Consortium (DPAC) as a member of “Astrophysical Parameters”, Coordination Unit (CU8). He has been involved in the “Object Clustering Analysis” (OCA) Development Unit since then. His research areas of interests include machine learning, metaheuristics, big data, time series forecasting, bioinformatics and astrostatistics.

Publications

34 entries « 1 of 3 »

2020

F. Divina and J. F. Torres and M. García-Torres and F. Martínez-Álvarez and A. Troncoso

Hybridizing deep learning and neuroevolution: Application to the Spanish short-term electric energy consumption forecasting Journal Article

Applied Sciences, 10 (16), pp. 5487, 2020.

Abstract | Links | BibTeX

C. L. and J. L. Vázquez-Noguera and D. P. Pinto-Roa and M. García-Torres and C. Gaona and P. E. Gardel-Sotomayor

A multi-objective approach for designing optimized operation sequence on binary image processing Journal Article

Heliyon, 6 (4), pp. e03670, 2020.

Abstract | BibTeX

F. M. Delgado-Chaves and F. Gómez-Vela and F. Divina and M. García-Torres and D. S. Rodríguez-Baena

Computational Analysis of the Global Effects of Ly6E in the Immune Response to Coronavirus Infection Using Gene Networks Journal Article

Genes, 11 (7), pp. 831-864, 2020.

Abstract | BibTeX

F. Daumas-Ladouce and M. García-Torres and J. Luis Vázquez-Noguera and D. P. Pinto-Roa and H. Legal-Alaya

Multi-Objective Pareto Histogram Equalization Journal Article

Electronic Notes in Theoretical Computer Science, 349 , pp. 3-23, 2020.

Abstract | BibTeX

D. S. Rodríguez-Baena and F. Gómez-Vela and M. García-Torres and F. Divina and C. D. Barranco and N- Díaz-Díaz and M. Jimenez and G. Montalvo

Identifying livestock behavior patterns based on accelerometer dataset Journal Article

Journal of Computational Science, 41 , pp. 101076, 2020.

Abstract | Links | BibTeX

T. Vanhaeren and F. Divina and M. García-Torres and F. Gómez-Vela and W. Vanhoof and P. M. Martínez-García

A Comparative Study of Supervised Machine Learning Algorithms for the Prediction of Long-Range Chromatin Interactions Journal Article

Genes, 11 (9), pp. 985, 2020.

Abstract | BibTeX

A. López-Fernández and D. Rodriguez-Baena and F. Gómez-Vela and F. Divina and M. García-Torres

A multi-GPU biclustering algorithm for binary datasets Journal Article

Journal of Parallel and Distributed Computing, 147 , pp. 209-219, 2020.

Abstract | BibTeX

2019

M. García-Torres and D. Becerra-Alonso and F. A Gómez-Vela and F. Divina and I. López Cobo and F. Martínez-Álvarez

Analysis of Student Achievement Scores: A Machine Learning Approach Conference

ICEUTE 10th International Conference on EUropean Transnational Education, Advances in Intelligent Systems and Computing 2019.

Links | BibTeX

V.E. Jiménez Chaves and M. García-Torres and J. Luis Vázquez Noguera and C.D. Cabrera Oviedo and A.P. Riego Esteche and F. Divina and M. Marrufo-Vázquez

Analysis of Teacher Training in Mathematics in Paraguay’s Elementary Education System Using Machine Learning Techniques Conference

International Joint Conference: 12th International Conference on Computational Intelligence in Security for Information Systems (CISIS 2019) and 10th International Conference on EUropean Transnational Education (ICEUTE 2019), 2019.

Links | BibTeX

F. M Delgado-Chaves and F. Gómez-Vela and M. García-Torres and F. Divina and J. Luis Vázquez Noguera

Computational Inference of Gene Co-Expression Networks for the identification of Lung Carcinoma Biomarkers: An Ensemble Approach Journal Article

Genes, 10 (12), pp. 962, 2019.

Abstract | Links | BibTeX

F. Gómez-Vela and F. M Delgado-Chaves and D.S. Rodríguez-Baena and M. García-Torres and F. Divina

Ensemble and Greedy Approach for the Reconstruction of Large Gene Co-Expression Networks Journal Article

Entropy, 21 (12), pp. 1139, 2019.

Abstract | Links | BibTeX

F. Divina and M. García-Torres and F. Goméz-Vela and J.L. Vázquez Noguera

A Comparative Study of Time Series Forecasting Methods for Short Term Electric Energy Consumption Prediction in Smart Buildings Journal Article

Applied Sciences, 12 (10), pp. 1934, 2019.

Abstract | Links | BibTeX

G. Sosa-Cabrera and M. García-Torres and S. Gómez-Guerrero and C.E. Schaerer and F. Divina

A multivariate approach to the symmetrical uncertainty measure: Application to feature selection problem Journal Article

Information Sciences, 494 , pp. 1–20, 2019.

Abstract | Links | BibTeX

2018

P. Manuel Martínez-García and M. García-Torres and F. Divina and F. Gómez-Vela and F. Cortés-Ledesma

Analysis of Relevance and Redundance on Topoisomerase 2b (TOP2B) Binding Sites: A Feature Selection Approach Conference

International Conference on the Applications of Evolutionary Computation, 2018.

Links | BibTeX

G. Sosa-Cabrera and M. García-Torres and S. Gómez Guerrero and C.E. Schaerer and F. Divina

Understanding a multivariate semi-metric in the search strategies for attributes subset selection Conference

Proceeding Series of the Brazilian Society of Computational and Applied Mathematics, 2018.

Links | BibTeX

34 entries « 1 of 3 »