MG
M. García-Torres
astro-ph.GAastro-ph.SRastro-ph.IMastro-ph.EPastro-ph.COAlgorithmsbioinformaticscs.ITcs.LGdata mining
On Valency
published · living versionsW_5ccjqvfx·v1 · currentpublished
Gaia Data Release 3: Astrophysical parameters inference system (Apsis) I – methods and content overview
with O. L. Creevey, R. Sordo, F. Pailler, Y. Frémat +84
1 version
Preprints & journals
50 papers in the corpus · 2011–2026FAIR occurrence data for disease vectors in Paraguay: provenance, quality, and reuse potential (1998-2023).42828296 · Mongelós, Oscar, Ibarrola-Vannucci, Ana K, Gómez, Diego D et al.2026 · 0 citationsData in brief. 2026;69:113251
Mammography reporting dataset with BI-RADS system for natural language processing applications: Addressing public data gaps in Spanish.40612472 · Noguera, José Luis Vázquez, Torres-Hurtado, Alejandro, Gómez-Adorno, Helena et al.2025 · 3 citationsData in brief. 2025;61:111761
Discovery of a dormant 33 solar-mass black hole in pre-release Gaia astrometry2404.10486v2 · P. Panuzzo, T. Mazeh, F. Arenou et al.2024 · 139 citationsarXiv
Gaia Focused Product Release: A catalogue of sources around quasars to search for strongly lensed quasars2310.06295v1 · A. Krone-Martins, C. Ducourant, L. Galluccio et al.2023 · 7 citationsA&A 685, A130 (2024)
Gaia Focused Product Release: Sources from Service Interface Function image analysis -- Half a million new sources in omega Centauri2310.06551v2 · K. Weingrill, A. Mints, J. Castaneda et al.2023 · 17 citationsA&A 680, A35 (2023)
Feature Selection: A perspective on inter-attribute cooperation2306.16559v2 · Gustavo Sosa-Cabrera, Santiago G'omez-Guerrero, Miguel Garc'ia-Torres et al.2023 · 19 citationsarXiv
Dataset of fundus images for the diagnosis of ocular toxoplasmosis.37066086 · Cardozo, Olivia, Ojeda, Verena, Parra, Rodrigo et al.2023 · 21 citationsData in brief. 2023;48:109056
Ultracool dwarfs in Gaia DR32211.03641v3 · L.M. Sarro, A. Berihuete, R.L. Smart et al.2022 · 19 citationsA&A 669, A139 (2023)
Gaia Data Release 3: Summary of the content and survey properties2208.00211v1 · A. Vallenari, A.G.A. Brown, T. Prusti et al.2022 · 4,320 citationsarXivon Valency
A systematic review of the application of machine-learning algorithms in multiple sclerosis.35843587 · Vázquez-Marrufo, M, Sarrias-Arrabal, E, García-Torres, M et al.2023 · 33 citationsNeurologia. 2023;38(8):577-590
Gaia Data Release 3: Reflectance spectra of Solar System small bodies2206.12174v1 · L. Galluccio, M. Delbo, F. De Angeli et al.2022 · 5 citationsarXiv
Gaia DR3: Apsis III -- Non-stellar content and source classification2206.06710v2 · L. Delchambre, C.A.L. Bailer-Jones, I. Bellas-Velidis et al.2022 · 83 citationsA&A 674, A31 (2023)
Gaia Data Release 3: Astrophysical parameters inference system (Apsis) I -- methods and content overview2206.05864v1 · O.L. Creevey, R. Sordo, F. Pailler et al.2022 · 231 citationsA&A 674, A26 (2023)on Valency
Gaia Data Release 3: A Golden Sample of Astrophysical Parameters2206.05870v1 · O.L. Creevey, L.M. Sarro, A. Lobel et al.2022 · 43 citationsA&A 674, A39 (2023)on Valency
Gaia Data Release 3: Pulsations in main sequence OBAF-type stars2206.06075v2 · J. De Ridder, V. Ripepi, C. Aerts et al.2022 · 60 citationsA&A 674, A36 (2023)
Gaia Data Release 3: Analysis of the Gaia BP/RP spectra using the General Stellar Parameterizer from Photometry2206.06138v1 · R. Andrae, M. Fouesneau, R. Sordo et al.2022 · 218 citationsarXiv
Gaia Data Release 3: Mapping the asymmetric disc of the Milky Way2206.06207v3 · R. Drimmel, M. Romero-Gomez, L. Chemin et al.2022 · 150 citationsA&A 674, A37 (2023)on Valency
Gaia Data Release 3: The extragalactic content2206.05681v1 · C.A.L. Bailer-Jones, D. Teyssier, L. Delchambre et al.2022 · 98 citationsarXiv
Gaia Data Release 3. Stellar chromospheric activity and mass accretion from Ca II IRT observed by the Radial Velocity Spectrometer2206.05766v1 · A.C. Lanzafame, E. Brugaletta, Y. Fr'emat et al.2022 · 31 citationsA&A 674, A30 (2023)
Gaia Data Release 3: Chemical cartography of the Milky Way2206.05534v1 · A. Recio-Blanco, G. Kordopatis, P. de Laverny et al.2022 · 68 citationsA&A 674, A38 (2023)
Gaia Data Release 3: Analysis of RVS spectra using the General Stellar Parametriser from spectroscopy2206.05541v1 · A. Recio-Blanco, P. de Laverny, P. A. Palicio et al.2022 · 256 citationsA&A 674, A29 (2023)
Gaia Data Release 3: Stellar multiplicity, a teaser for the hidden treasure2206.05595v1 · F. Arenou, C. Babusiaux, M.A. Barstow et al.2022 · 292 citationsA&A 674, A34 (2023)
Automatic Diagnosis of Diabetic Retinopathy from Fundus Images Using Neuro-Evolutionary Algorithms.35673105 · Aquino-Brítez, Diego, Gómez, Jordan Ayala, Noguera, José Luis Vázquez et al.2022 · 2 citationsStudies in health technology and informatics. 2022;290:689-693
Gaia Early Data Release 3: The celestial reference frame (Gaia-CRF3)2204.12574v2 · S.A. Klioner, L. Lindegren, F. Mignard et al.2022 · 114 citationsA&A 667, A148 (2022)on Valency
Measuring Interactions in Categorical Datasets Using Multivariate Symmetrical Uncertainty.35052090 · Gómez-Guerrero, Santiago, Ortiz, Inocencio, Sosa-Cabrera, Gustavo et al.2024 · 4 citationsEntropy (Basel, Switzerland). 2021;24(1)
A Trust-Based Methodology to Evaluate Deep Learning Models for Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images.34829299 · Parra, Rodrigo, Ojeda, Verena, Vázquez Noguera, Jose Luis et al.2021 · 17 citationsDiagnostics (Basel, Switzerland). 2021;11(11)
Automatic Diagnosis of Ocular Toxoplasmosis from Fundus Images with Residual Neural Networks.34042728 · Parra, Rodrigo, Ojeda, Verena, Vázquez Noguera, José Luis et al.2021 · 17 citationsStudies in health technology and informatics. 2021;281:173-177
Dataset from fundus images for the study of diabetic retinopathy.34307801 · Castillo Benítez, Veronica Elisa, Castro Matto, Ingrid, Mello Román, Julio César et al.2021 · 53 citationsData in brief. 2021;36:107068
Genome-wide prediction of topoisomerase IIβ binding by architectural factors and chromatin accessibility.33465072 · Martínez-García, Pedro Manuel, García-Torres, Miguel, Divina, Federico et al.2021 · 15 citationsPLoS computational biology. 2021;17(1):e1007814
Gaia Early Data Release 3: The Galactic anticentre2101.05811v2 · T. Antoja, P. McMillan, G. Kordopatis et al.2021 · 96 citationsA&A 649, A8 (2021)
Gaia Early Data Release 3: Structure and properties of the Magellanic Clouds2012.01771v4 · X. Luri, L. Chemin, G. Clementini et al.2020 · 146 citationsA&A 649, A7 (2021)
Gaia Early Data Release 3: Acceleration of the solar system from Gaia astrometry2012.02036v1 · S.A. Klioner, F. Mignard, L. Lindegren et al.2020 · 109 citationsA&A 649, A9 (2021)
Gaia Early Data Release 3: The Gaia Catalogue of Nearby Stars2012.02061v1 · R.L. Smart, L.M. Sarro, J. Rybizki et al.2020 · 342 citationsA&A 649, A6 (2021)
Gaia Early Data Release 3: Summary of the contents and survey properties2012.01533v2 · A.G.A Brown, A. Vallenari, T. Prusti et al.2020 · 215 citationsA&A 650, C3 (2021)
Computational Methods for the Analysis of Genomic Data and Biological Processes.33092188 · Gómez-Vela, Francisco, Divina, Federico, García-Torres, Miguel2021 · 4 citationsGenes. 2020;11(10)
A Comparative Study of Supervised Machine Learning Algorithms for the Prediction of Long-Range Chromatin Interactions.32847102 · Vanhaeren, Thomas, Divina, Federico, García-Torres, Miguel et al.2021 · 15 citationsGenes. 2020;11(9)
Computational Analysis of the Global Effects of Ly6E in the Immune Response to Coronavirus Infection Using Gene Networks.32708319 · Delgado-Chaves, Fernando M, Gómez-Vela, Francisco, Divina, Federico et al.2020 · 13 citationsGenes. 2020;11(7)
A multi-objective approach for designing optimized operation sequence on binary image processing.32274432 · Lezcano, Claudio, Vázquez Noguera, José Luis, Pinto-Roa, Diego P et al.2020 · 5 citationsHeliyon. 2020;6(4):e03670
Computational Inference of Gene Co-Expression Networks for the identification of Lung Carcinoma Biomarkers: An Ensemble Approach.31766738 · Delgado-Chaves, Fernando M, Gómez-Vela, Francisco, García-Torres, Miguel et al.2020 · 6 citationsGenes. 2019;10(12)
Predictive Models for the Medical Diagnosis of Dengue: A Case Study in Paraguay.31485259 · Mello-Román, Jorge D, Mello-Román, Julio C, Gómez-Guerrero, Santiago et al.2020 · 62 citationsComputational and mathematical methods in medicine. 2019;2019:7307803
Entropy and Contrast Enhancement of Infrared Thermal Images Using the Multiscale Top-Hat Transform.33266959 · Mello Román, Julio César, Vázquez Noguera, José Luis, Legal-Ayala, Horacio et al.2024 · 98 citationsEntropy (Basel, Switzerland). 2019;21(3)
Soft Computing for Analysis of Biomedical Data.30581492 · Divina, Federico, García-Torres, Miguel, Hu, Ting et al.2019 · 1 citationComputational and mathematical methods in medicine. 2018;2018:3902484
The blessing of Dimensionality: Feature Selection outperforms functional connectivity-based feature transformation to classify ADHD subjects from EEG patterns of phase synchronisation.30114248 · Pereda, Ernesto, García-Torres, Miguel, Melián-Batista, Belén et al.2019 · 37 citationsPloS one. 2018;13(8):e0201660
Gaia Data Release 2: Observational Hertzsprung-Russell diagrams1804.09378v2 · C. Babusiaux, F. van Leeuwen, M.A. Barstow et al.2018 · 874 citationsA&A 616, A10 (2018)
Understanding a Version of Multivariate Symmetric Uncertainty to assist in Feature Selection1709.08730v1 · Gustavo Sosa-Cabrera, Miguel Garc'ia-Torres, Santiago G'omez et al.2017 · 4 citationsarXiv
Gaia Data Release 1. Testing the parallaxes with local Cepheids and RR Lyrae stars1705.00688v1 · G. Clementini, L. Eyer, V. Ripepi et al.2017 · 94 citationsA&A 605, A79 (2017)
Gaia Data Release 1. Open cluster astrometry: performance, limitations, and future prospects1703.01131v1 · F. van Leeuwen, A. Vallenari, C. Jordi et al.2017 · 97 citationsA&A 601, A19 (2017)
The Gaia astrophysical parameters inference system (Apsis). Pre-launch description1309.2157v1 · C.A.L. Bailer-Jones, R. Andrae, B. Arcay et al.2013 · 151 citationsarXiv
Peakbin selection in mass spectrometry data using a consensus approach with estimation of distribution algorithms.21393653 · Armañanzas, Rubén, Saeys, Yvan, Inza, Iñaki et al.2011 · 31 citationsIEEE/ACM transactions on computational biology and bioinformatics. 2011;8(3):760-74
A search for new hot subdwarf stars by means of Virtual Observatory tools1103.1596v1 · R. Oreiro, C. Rodr'iguez-L'opez, E. Solano et al.2011 · 10 citationsarXiv
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