Miguel García Torres

Miguel García Torres

Associate Professor

Citations and socials

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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

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2019

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

F. M Delgado-Chaves and F. Gómez-Vela and M. García-Torres and F. Divina and J.L. 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

V.E. Jiménez Chaves and M. García-Torres and J.L. 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

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

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.

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E. Pereda and M. García-Torres and B. Melián and S. Ma~nas and L. Méndez and J. González

The Blessing of Dimensionality: Feature Selection Outperforms Functional Connectivity-based Feature Transformation to Classify ADHD Subjects from EEG Patterns of Phase Synchronisation Journal Article

PLoS ONE, 13 (8), 2018.

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M. García-Torres and Gaia collaboration

Gaia Data Release 2. Observational Hertzsprung-Russell diagrams Journal Article

Astronomy & Astrophysics, 616 (A10), 2018.

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M. García-Torres and Gaia collaboration

Gaia Data Release 2. Summary of the contents and survey properties Journal Article

Astronomy & Astrophysics, 616 (A1), 2018.

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M. García-Torres and Gaia collaboration

Gaia Data Release 2. Observations of Solar System Objects Journal Article

Astronomy & Astrophysics, 616 (A13), 2018.

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M. García-Torres and Gaia collaboration

Gaia Data Release 2. Mapping the milky way disc kinematics Journal Article

Astronomy & Astrophysics, 616 (A11), 2018.

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M. García-Torres and Gaia collaboration

Gaia Data Release 2. The celestial reference frame (Gaia-CRF2) Journal Article

Astronomy & Astrophysics, 616 (A14), 2018.

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F. Divina and A. Gilson and F. Goméz-Vela and M. García-Torres and J. F. Torres

Stacking ensemble learning for short-term electricity consumption forecasting Journal Article

Energies, 11 (4), pp. 949, 2018.

Abstract | Links | BibTeX

2017

M. García-Torres and Gaia collaboration

Gaia Data Release 1. Open cluster astrometry: performance, limitations, and future prospects Journal Article

Astronomy & Astrophysics, 601 (A19), 2017.

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M. García-Torres and Gaia collaboration

Gaia Data Release 1. Testing the parallaxes with local Cepheids and RR Lyrae stars Journal Article

Astronomy & Astrophysics, 605 (A79), 2017.

Links | BibTeX

55 entries « 3 of 4 »