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

50 entries « 1 of 4 »

2022

F. Morales and M. García-Torres and G. Velázquez and F. Daumas-Ladouce and P. Gardel-Sotomayor and F. Gómez-Vela and F. Divina and J.L. Vázquez Noguera and C. Sauer Ayala and D. Pinto-Roa

Analysis of Electric Energy Consumption Profiles Using a Machine Learning Approach: A Paraguayan Case Study Journal Article

Electronics, 11 (2), pp. 267, 2022.

Abstract | Links | BibTeX

G. Velázquez and F. Morales and M. García-Torres and F. Gómez-Vela and F. Divina and J.L. Vázquez Noguera and F. Daumas-Ladouce and C. Ayala and D. Pinto-Roaand P. Gardel-Sotomayor

Distribution level Electric current consumption and meteorological data set of the East region of Paraguay Journal Article

Data in Brief, 40 , pp. 107699, 2022.

Abstract | Links | BibTeX

S. Gómez-Guerrero and I. Ortiz and G. and Sosa-Cabrera and M. García-Torres and C.E. Schaerer

Measuring Interactions in Categorical Datasets Using Multivariate Symmetrical Uncertainty Journal Article

Entropy, 24 (1), pp. 64, 2022.

Abstract | Links | BibTeX

2021

A. Lopez-Fernandez and D. Rodriguez-Baena and F. Gomez-Vela and F. Divina and M. Garcia-Torres

A multi-GPU biclustering algorithm for binary datasets Journal Article

Journal of Parallel and Distributed Computing, 147 , pp. 209–219, 2021.

Links | BibTeX

R. Parra and V. Ojeda and J.L. Vázquez Noguera and M. García-Torres and J.C. Mello-Román and C. Villalba and J. Facon and F. Divina and O. Cardozo and V. Castillo

A Trust-Based Methodology to Evaluate Deep Learning Models for Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images Journal Article

Diagnostics, 11 (11), pp. 1951, 2021.

Links | BibTeX

P.M. Martínez-García and M. García-Torres and F. Divina and J. Terrón-Bautista and I. Delgado-Sainz and F. Gómez-Vela and F. Cortés-Ledesma

Genome-wide prediction of topoisomerase II $beta$ binding by architectural factors and chromatin accessibility Journal Article

PLoS computational biology, 17 (1), pp. e1007814, 2021.

Links | BibTeX

S.A. Grillo and J.C. Román and J.D. Mello-Román and J.L. Vázquez Noguera and M. García-Torres and F. Divina and P.E. Sotomayor

Adjacent Inputs With Different Labels and Hardness in Supervised Learning Journal Article

IEEE Access, pp. 162487–162498, 2021.

Links | BibTeX

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

Technical analysis strategy optimization using a machine learning approach in stock market indices Journal Article

Knowledge-Based Systems, pp. 107119, 2021.

Links | BibTeX

V.E. Castillo Benítez and I. Castro Matto and J.C. Mello Román and J.L. Vázquez Noguera and M. García-Torres and J. Ayala and D.P. Pinto-Roa and P.E. Gardel-Sotomayor and J. Facon and S.A. Grillo

Dataset from fundus images for the study of diabetic retinopathy Journal Article

Data in Brief, 36 , pp. 107068, 2021.

Abstract | Links | BibTeX

H. Ho Shin and C. Sauer Ayala and P. Pérez-Estigarribia and S.A. Grillo and L. Segovia-Cabrera and M. García-Torres and C. Gaona and S. Irala and M.E. Pedrozo and G. Sequera and J.L. Vázquez Noguera and E. De Los Santos

A Mathematical Model for COVID-19 with Variable Transmissibility and Hospitalizations: A Case Study in Paraguay Journal Article

Applied Sciences, 11 (20), pp. 9726, 2021.

Abstract | Links | BibTeX

F. Divina and F. Gómez-Vela and M. García-Torres

Advanced Optimization Methods and Big Data Applications in Energy Demand Forecast

2021.

Links | BibTeX

Gaia Collaboration and M. García-Torres

Gaia Early Data Release 3-Acceleration of the Solar System from Gaia astrometry Journal Article

Astronomy & Astrophysics, 649 , pp. A9, 2021.

Links | BibTeX

Gaia Collaboration and M. García-Torres

Gaia Early Data Release 3-The Galactic anticentre Journal Article

Astronomy & Astrophysics, 649 , pp. A8, 2021.

Links | BibTeX

A. GA. Brown and A. Vallenari and T. Prusti and JHJ. De Bruijne and C. Babusiaux and M. Biermann and OL. Creevey and DW. Evans and L. Eyer and A. Hutton and M. García-Torres and others

Gaia Early Data Release 3-Summary of the contents and survey properties Journal Article

Astronomy & Astrophysics, 649 , pp. A1, 2021.

Links | BibTeX

Gaia Collaboration and M. García-Torres

Gaia Early Data Release 3-Structure and properties of the Magellanic Clouds Journal Article

Astronomy & Astrophysics, 649 , pp. A7, 2021.

Links | BibTeX

50 entries « 1 of 4 »