PH
Pablo Huijse
astro-ph.IMastro-ph.SRastro-ph.GAastro-ph.HEcs.LGastro-ph.EPcs.ITmath.ITcs.AIstat.ML
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 A. Estevez, Francisco Forster, Scott F. Daniel, Andrew J. Connolly +3
1 version
Preprints & journals
31 papers in the corpus · 2011–2026Plato's view on supermassive black hole binaries: Exploring the faint limit of ESA's Plato space mission2605.09037v1 · Nicholas Jannsen, Pablo Huijse, Kevin Park et al.2026 · 0 citationsarXiv
Variability classification of TESS targets in LOPS2, the first long-term pointing field of PLATO. Version 1 of the public variability catalogue2604.12758v1 · Mykyta Kliapets, Pablo Huijse, Jeroen Audenaert et al.2026 · 0 citationsarXiv
The PLATO Science Calibration and Validation Plan: Targets for the First Long-pointing Field2604.04042v1 · Konstanze Zwintz, Conny Aerts, Andrew Tkachenko et al.2026 · 0 citationsarXiv
Automated all-sky detection of {\gamma} Doradus / {\delta} Scuti hybrids in TESS data from positive unlabelled (PU) learning2511.20908v1 · Mykyta Kliapets, Pablo Huijse, Andrew Tkachenko et al.2025 · 1 citationKliapets et al., Automated all-sky detection of {\gamma} Doradus/{\delta} Scuti hybrids in TESS data from positive unlabelled (PU) learning. A&A 703 A240 (2025)
The Variable Universe with the Gaia mission and AI methods2511.00147v1 · L. Eyer, P. Huijse, N. Chornay et al.2025 · 0 citationsarXiv
Learning novel representations of variable sources from multi-modal data via autoencoders2505.16320v2 · P. Huijse, J. De Ridder, L. Eyer et al.2025 · 5 citationsA&A 701, A150 (2025)
A search for periodic AGN variability in Data Release 32505.16884v2 · Pablo Huijse, Jordy Davelaar, Joris De Ridder et al.2025 · 2 citationsarXiv
A self-regulated convolutional neural network for classifying variable stars2505.14877v1 · Francisco P'erez-Galarce, Jorge Mart'inez-Palomera, Karim Pichara et al.2025 · 3 citationsarXiv
ALeRCE light curve classifier: Tidal disruption event expansion pack2503.19698v1 · M. Pavez-Herrera, P. S'anchez-S'aez, L. Hern'andez-Garc'ia et al.2025 · 7 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)
Dataset for polyphonic sound event detection tasks in urban soundscapes: The synthetic polyphonic ambient sound source (SPASS) dataset.37743885 · Viveros-Muñoz, Rhoddy, Huijse, Pablo, Vargas, Victor et al.2023 · 3 citationsData in brief. 2023;50:109552
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)
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift2303.06544v1 · Francisco P'erez-Galarce, Karim Pichara, Pablo Huijse et al.2023 · 1 citationP\'erez-Galarce, F., Pichara, K., Huijse, P., Catelan, M., & Mery, D. (2023). Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift. Astronomy and Computing, 100694
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
Informative Bayesian model selection for RR Lyrae star classifiers2105.11531v1 · F. P'erez-Galarce, K. Pichara, P. Huijse et al.2021 · 4 citationsarXiv
Bayesian Reconstruction of Fourier Pairs2011.04585v1 · Felipe Tobar, Lerko Araya-Hern'andez, Pablo Huijse et al.2020 · 5 citationsarXiv
MPCC: Matching Priors and Conditionals for Clustering2008.09641v1 · Nicol'as Astorga, Pablo Huijse, Pavlos Protopapas et al.2020 · 1 citationarXiv
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
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
The VVV Survey RR Lyrae Population in the Galactic Centre Region1807.04303v1 · Rodrigo Contreras Ramos, Dante Minniti, Felipe Gran et al.2018 · 37 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
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 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
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
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
Career total: at least 525 works. 31 are in this corpus.
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