PE
Pablo A. Estevez
astro-ph.IMcs.LGastro-ph.HEcs.ITmath.ITstat.MLAlgorithmsArtificial Intelligenceastro-ph.GAastro-ph.SR
On Valency
published · living versionsW_2zzu5g8t·v1 · currentpublished
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era
with Pablo Huijse, Francisco Forster, Scott F. Daniel, Andrew J. Connolly +3
1 version
Preprints & journals
60 papers in the corpus · 1988–2026Machine learning to improve the prediction of Large for Gestational Age (LGA) neonates: a cohort study.42316044 · Cubillos, Gabriel, Monckeberg, Max, Plaza, Alejandra et al.2026 · 1 citationBMC pregnancy and childbirth. 2026;26(1)
Querying an astronomical database using large language models: the ALeRCE text-to-SQL system2606.18108v1 · P.A. Estevez, J.Espejo-Moreira, S. Sanfeliu-Alvarez et al.2026 · 0 citationsarXiv
Dissecting self-supervised learning strategies for transfer learning in MRI prostate cancer diagnosis.42115652 · Facuse, Jorge, Campanini, Diego, Parra, Denis et al.2026 · 0 citationsScientific reports. 2026;16(1)
Machine and deep learning structural vessel analysis of ruptured and unruptured brain arteriovenous malformations.41325021 · Intriago, Jhon, Rivera, Rodrigo, Cruz, Juan Pablo et al.2026 · 0 citationsInterventional neuroradiology : journal of peritherapeutic neuroradiology, surgical procedures and related neurosciences. 2025:15910199251400137
Enhancing Slice-Wise Brain MRI Tasks using Self-Supervised and Auxiliary Learning.41308094 · Castiglioni, Giovanni, Estevez, Pablo A, Intriago, Jhon A et al.2025 · 0 citationsIEEE journal of biomedical and health informatics. 2025;PP
Physics-Informed Neural Network for Modeling the Pulmonary Artery Blood Pressure from Magnetic Resonance Images: A Reduced-Order Navier-Stokes Model.41007622 · Jara, Sebastián, Sotelo, Julio, Ortiz-Puerta, David et al.2025 · 5 citationsBiomedicines. 2025;13(9)
Opposing Modulation of EEG Aperiodic Component by Ketamine and Thiopental: Implications for the Noninvasive Assessment of Cortical E/I Balance in Humans.40894015 · Cortes-Briones, Jose, Urrutia-Gandolfo, Juan, Estevez, Pablo et al.2025 · 3 citationsResearch square. 2025
Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer2507.11711v1 · Daniel Moreno-Cartagena, Guillermo Cabrera-Vives, Alejandra M. Munoz Arancibia et al.2025 · 0 citationsarXiv
Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts2405.15073v1 · Daniel Neira O., Pablo A. Est'evez, Francisco Forster2024 · 0 citationsarXiv
ATAT: Astronomical Transformer for time series And Tabular data2405.03078v2 · G. Cabrera-Vives, D. Moreno-Cartagena, N. Astorga et al.2024 · 20 citationsA&A 689, A289 (2024)
Diagnostic support in pediatric craniopharyngioma using deep learning.38647660 · Castiglioni, Giovanni, Vallejos, Joaquín, Intriago, Jhon et al.2024 · 4 citationsChild's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery. 2024;40(8):2295-2300
A robust deep learning detector for sleep spindles and K-complexes: towards population norms.38167626 · Tapia-Rivas, Nicolás I, Estévez, Pablo A, Cortes-Briones, José A2024 · 16 citationsScientific reports. 2024;14(1):263
Development of machine learning models to predict gestational diabetes risk in the first half of pregnancy.37353749 · Cubillos, Gabriel, Monckeberg, Max, Plaza, Alejandra et al.2023 · 52 citationsBMC pregnancy and childbirth. 2023;23(1):469
Persistent and occasional: searching for the variable population of the ZTF/4MOST sky using ZTF data release 112304.08519v1 · P. S'anchez-S'aez, J. Arredondo, A. Bayo et al.2023 · 23 citationsA&A 675, A195 (2023)
DELIGHT: Deep Learning Identification of Galaxy Hosts of Transients using Multi-resolution Images2208.04310v1 · Francisco Forster, Alejandra M. Munoz Arancibia, Ignacio Reyes et al.2022 · 13 citationsarXiv
Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks2205.06758v1 · Germ'an Garc'ia-Jara, Pavlos Protopapas, Pablo A. Est'evez2022 · 28 citationsarXiv
Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves2201.08482v3 · 'Oscar Pimentel, Pablo A. Est'evez, Francisco Forster2022 · 25 citationsarXiv
Searching for changing-state AGNs in massive datasets -- I: applying deep learning and anomaly detection techniques to find AGNs with anomalous variability behaviours2106.07660v2 · P. S'anchez-S'aez, H. Lira, L. Mart'i et al.2021 · 47 citationsAJ 162 206 (2021)
The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves2106.03736v1 · C. Donoso-Oliva, G. Cabrera-Vives, P. Protopapas et al.2021 · 14 citationsarXiv
Going deep into schizophrenia with artificial intelligence.34103242 · Cortes-Briones, Jose A, Tapia-Rivas, Nicolas I, D'Souza, Deepak Cyril et al.2022 · 89 citationsSchizophrenia research. 2022;245:122-140
MPCC: Matching Priors and Conditionals for Clustering2008.09641v1 · Nicol'as Astorga, Pablo Huijse, Pavlos Protopapas et al.2020 · 1 citationarXiv
The Automatic Learning for the Rapid Classification of Events (ALeRCE) Alert Broker2008.03303v1 · F. Forster, G. Cabrera-Vives, E. Castillo-Navarrete et al.2020 · 198 citationsarXiv
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier2008.03309v2 · Rodrigo Carrasco-Davis, Esteban Reyes, Camilo Valenzuela et al.2020 · 61 citationsarXiv
Alert Classification for the ALeRCE Broker System: The Light Curve Classifier2008.03311v2 · P. S'anchez-S'aez, I. Reyes, C. Valenzuela et al.2020 · 136 citationsarXiv
Transformation Based Deep Anomaly Detection in Astronomical Images2005.07779v1 · Esteban Reyes, Pablo A. Est'evez2020 · 13 citationsarXiv
On the Information Plane of Autoencoders2005.07783v2 · Nicol'as I. Tapia, Pablo A. Est'evez2020 · 29 citationsarXiv
RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection2005.07795v2 · Nicol'as I. Tapia, Pablo A. Est'evez2020 · 23 citationsarXiv
Asteroids' Size Distribution and Colors from HiTS2003.05499v2 · J. Pena, C. Fuentes, F. Forster et al.2020 · 15 citationsThe Astronomical Journal, Volume 159, Number 4, Page 148, Year 2020
The delay of shock breakout due to circumstellar material seen in most Type II Supernovae1809.06379v1 · F. Forster, T.J. Moriya, J.C. Maureira et al.2018 · 164 citationsNature Astronomy, 2018
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection1808.03626v1 · Esteban Reyes, Pablo A. Est'evez, Ignacio Reyes et al.2018 · 12 citationsarXiv
Deep Learning for Image Sequence Classification of Astronomical Events1807.03869v3 · Rodrigo Carrasco-Davis, Guillermo Cabrera-Vives, Francisco Forster et al.2018 · 56 citationsarXiv
Asteroids in the High cadence Transient Survey1806.03352v1 · J. Pena, C. Fuentes, F. Forster et al.2018 · 6 citationsThe Astronomical Journal, Volume 155, Year 2018, Page 135
Proper motions in the VVV Survey: Results for more than 15 million stars across NGC 65441709.07919v1 · R. Contreras Ramos, M. Zoccali, F. Rojas et al.2017 · 39 citationsarXiv
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era1709.03541v1 · Pablo Huijse, Pablo A. Estevez, Francisco Forster et al.2017 · 38 citationsarXivon Valency
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection1701.00458v1 · Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Forster et al.2017 · 125 citationsThe Astrophysical Journal, 2017
The High Cadence Transient Survey (HiTS) - I. Survey design and supernova shock breakout constraints1609.03567v1 · Francisco Forster, Juan C. Maureira, Jaime San Mart'in et al.2016 · 58 citationsarXiv
Sleep-spindle identification on EEG signals from polysomnographie recordings using correntropy.28269102 · Ulloa, Sebastian, Estevez, Pablo A, Huijse, Pablo et al.2017 · 2 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2016;2016:3736-3739
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases1509.07823v1 · Pablo Huijse, Pablo A. Estevez, Pavlos Protopapas et al.2015 · 86 citationsIEEE Computational Intelligence Magazine, vol. 9, n. 3, pp. 27-39, 2014
A Review of Feature Selection Methods Based on Mutual Information1509.07577v1 · Jorge R. Vergara, Pablo A. Est'evez2015 · 1,275 citationsNeural Computing & Applications, vol. 24 (1), pp. 175-186, 2014
A review of learning vector quantization classifiers1509.07093v1 · David Nova, Pablo A. Estevez2015 · 130 citationsNeural Computing & Applications, vol. 25, pp. 511-524, 2014
A Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data Set1412.1840v1 · Pavlos Protopapas, Pablo Huijse, Pablo A. Estevez et al.2014 · 12 citationsThe Astrophysical Journal Supplement Series, Volume 216, Number 2, 2015
Single trial P300 detection in children using expert knowledge and SOM.25570819 · Morales, C, Held, C M, Estevez, P A et al.2015 · 4 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2014;2014:3801-4
A balanced sleep/wakefulness classification method based on actigraphic data in adolescents.25570915 · Orellana, G, Held, C M, Estevez, P A et al.2015 · 10 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2014;2014:4188-91
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves1212.2398v1 · Pablo Huijse, Pablo A. Estevez, Pavlos Protopapas et al.2012 · 40 citationsIEEE Transactions on Signal Processing, vol. 60, issue 10, pp. 5135-5145, October 2012
Automated detection of rapid eye movements in children.23366375 · Held, Claudio M, Causa, Javier, Causa, Leonardo et al.2013 · 2 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2012;2012:2267-70
Period Estimation in Astronomical Time Series Using Slotted Correntropy1112.2962v1 · Pablo Huijse, Pablo A. Est'evez, Pablo Zegers et al.2011 · 24 citationsIEEE Signal Processing Letters, vol. 18, no. 6, pp. 371-374, year 2011
Registration of renal SPECT and 2.5D US images.21371860 · Galdames, Francisco J, Perez, Claudio A, Estévez, Pablo A et al.2011 · 13 citationsComputerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society. 2011;35(4):302-14
Automated sleep-spindle detection in healthy children polysomnograms.20550978 · Causa, Leonardo, Held, Claudio M, Causa, Javier et al.2010 · 52 citationsIEEE transactions on bio-medical engineering. 2010;57(9):2135-46
Normalized mutual information feature selection.19150792 · Estévez, Pablo A, Tesmer, Michel, Perez, Claudio A et al.2009 · 1,292 citationsIEEE transactions on neural networks. 2009;20(2):189-201
Extracting fuzzy rules from polysomnographic recordings for infant sleep classification.17019859 · Held, Claudio M, Heiss, Jaime E, Estévez, Pablo A et al.2006 · 56 citationsIEEE transactions on bio-medical engineering. 2006;53(10):1954-62
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