Pablo Huijse Heise
Pablo Huijse Heise
Universidad Austral de Chile, Millennium Institute of Astrophysics
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Computational intelligence challenges and applications on large-scale astronomical time series databases
P Huijse, PA Estevez, P Protopapas, JC Principe, P Zegers
IEEE Computational Intelligence Magazine 9 (3), 27-39, 2014
The High Cadence Transient Survey (HITS). I. Survey design and supernova shock breakout constraints
F Förster, JC Maureira, J San Martín, M Hamuy, J Martínez, P Huijse, ...
The Astrophysical Journal 832 (2), 155, 2016
An information theoretic algorithm for finding periodicities in stellar light curves
P Huijse, PA Estevez, P Protopapas, P Zegers, JC Principe
IEEE Transactions on Signal Processing 60 (10), 5135-5145, 2012
The delay of shock breakout due to circumstellar material evident in most type II supernovae
F Förster, TJ Moriya, JC Maureira, JP Anderson, S Blinnikov, F Bufano, ...
Nature Astronomy 2 (10), 808-818, 2018
Period estimation in astronomical time series using slotted correntropy
P Huijse, PA Estévez, P Zegers, JC Príncipe, P Protopapas
IEEE Signal Processing Letters 18 (6), 371-374, 2011
Proper motions in the VVV Survey: Results for more than 15 million stars across NGC 6544
RC Ramos, M Zoccali, F Rojas, A Rojas-Arriagada, M Gárate, P Huijse, ...
Astronomy & Astrophysics 608, A140, 2017
The VVV Survey RR Lyrae Population in the Galactic Center Region
RC Ramos, D Minniti, F Gran, M Zoccali, J Alonso-García, P Huijse, ...
The Astrophysical Journal 863 (1), 79, 2018
A novel, fully automated pipeline for period estimation in the eros 2 data set
P Protopapas, P Huijse, PA Estevez, P Zegers, JC Principe, JB Marquette
The Astrophysical Journal Supplement Series 216 (2), 25, 2015
Deep learning for image sequence classification of astronomical events
R Carrasco-Davis, G Cabrera-Vives, F Förster, PA Estévez, P Huijse, ...
Publications of the Astronomical Society of the Pacific 131 (1004), 108006, 2019
Robust Period Estimation Using Mutual Information for Multiband Light Curves in the Synoptic Survey Era
P Huijse, PA Estévez, F Förster, SF Daniel, AJ Connolly, P Protopapas, ...
The Astrophysical Journal Supplement Series 236 (1), 12, 2018
The High Cadence Transit Survey (HiTS): Compilation and Characterization of Light-curve Catalogs
J Martínez-Palomera, F Förster, P Protopapas, JC Maureira, P Lira, ...
The Astronomical Journal 156 (5), 186, 2018
Enhanced rotational invariant convolutional neural network for supernovae detection
E Reyes, PA Estévez, I Reyes, G Cabrera-Vives, P Huijse, R Carrasco, ...
2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018
Asteroids in the High Cadence Transient Survey
J Peña, C Fuentes, F Förster, JC Maureira, J San Martín, J Littín, P Huijse, ...
The Astronomical Journal 155 (3), 135, 2018
HiTS real-time supernova detections
F Forster, JC Maureira, S Gonzalez-Gaitan, G Medina, L Galbany, ...
ATel 7149, 1, 2015
Optical spectrosopy of SNHiTS15D (Daniela) and SNHiTS15P (Rosemary)
J Anderson, F Bufano, F Forster, JC Maureira, S Gonzalez-Gaitan, ...
ATel 7162, 1, 2015
Period detection in light curves from astronomical objects using correntropy
PA Estévez, P Huijse, P Zegers, JC Principe, P Protopapas
The 2010 International Joint Conference on Neural Networks (IJCNN), 1-7, 2010
Sleep-spindle identification on EEG signals from polysomnographie recordings using correntropy
S Ulloa, PA Estevez, P Huijse, CM Held, CA Perez, R Chamorro, ...
2016 38th Annual International Conference of the IEEE Engineering in …, 2016
Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMF.
P Huijse, PA Estévez, F Förster, E Berrocal
INNS Conference on Big Data, 29-38, 2015
Latent representations of transient candidates from an astronomical image difference pipeline using Variational Autoencoders.
P Huijse, N Astorga, PA Estévez, G Pignata
ESANN, 2018
Alert Classification for the ALeRCE Broker System: The Light Curve Classifier
P Sánchez-Sáez, I Reyes, C Valenzuela, F Förster, S Eyheramendy, ...
arXiv preprint arXiv:2008.03311, 2020
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