Pablo Huijse

24 papers B 4Journal 15Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A self-regulated convolutional neural network for classifying variable stars.
CoRR
Francisco Pérez-Galarce, Jorge Martínez-Palomera, Karim Pichara, Pablo Huijse, Márcio Catelán
2023 J jnl
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift.
Astron. Comput.
Francisco Pérez-Galarce, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery
2023 J jnl
Informative regularization for a multi-layer perceptron RR Lyrae classifier under data shift.
CoRR
Francisco Pérez-Galarce, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery
2021 — conf
A Comparison of Convolutional Neural Networks for RR Lyrae Light Curve Classification.
LA-CCI
Alfredo Morales, Javier Rojas, Pablo Huijse, Rodrigo Contreras Ramos
2021 J jnl
Bayesian Reconstruction of Fourier Pairs.
IEEE Trans. Signal Process.
Felipe A. Tobar, Lerko Araya-Hernández, Pablo Huijse, Petar M. Djuric
2021 J jnl
Informative Bayesian model selection for RR Lyrae star classifiers.
CoRR
Francisco Pérez-Galarce, Karim Pichara, Pablo Huijse, Márcio Catelán, Domingo Mery
2020 — conf
MPCC: Matching Priors and Conditionals for Clustering.
ECCV (23)
Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo A. Estévez
2020 J jnl
MPCC: Matching Priors and Conditionals for Clustering.
CoRR
Nicolás Astorga, Pablo Huijse, Pavlos Protopapas, Pablo A. Estévez
2019 J jnl
An Information Theory Approach on Deciding Spectroscopic Follow Ups.
CoRR
Javiera Astudillo, Pavlos Protopapas, Karim Pichara, Pablo Huijse
2018 B conf
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding.
IJCNN
Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster
2018 B conf
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection.
IJCNN
Esteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster
2018 B conf
Latent representations of transient candidates from an astronomical image difference pipeline using Variational Autoencoders.
ESANN
Pablo Huijse, Nicolas Astorga, Pablo A. Estévez, Giuliano Pignata
2017 J jnl
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era.
CoRR
Pablo Huijse, Pablo A. Estévez, Francisco Förster, Scott F. Daniel, Andrew J. Connolly, Pavlos Protopapas, Rodrigo Carrasco, José C. Príncipe
2016 — conf
Sleep-spindle identification on EEG signals from polysomnographie recordings using correntropy.
EMBC
Sebastian Ulloa, Pablo A. Estévez, Pablo Huijse, Claudio M. Held, Claudio A. Perez, Rodrigo Chamorro, Marcelo Garrido, Cecilia Algarin, Patricio Peirano
2015 J jnl
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases.
CoRR
Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, José C. Príncipe, Pablo Zegers
2015 — conf
Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMF.
INNS Conference on Big Data
Pablo Huijse, Pablo A. Estévez, Francisco Förster, Emanuel Berrocal
2014 J jnl
A Novel, Fully Automated Pipeline for Period Estimation in the EROS 2 Data Set.
CoRR
Pavlos Protopapas, Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José C. Príncipe
2014 J jnl
Computational Intelligence Challenges and Applications on Large-Scale Astronomical Time Series Databases.
IEEE Comput. Intell. Mag.
Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, José C. Príncipe, Pablo Zegers
2014 — conf
K-Nearest Neighbor Nonnegative Matrix Factorization for Learning a Mixture of Local SOM Models.
WSOM
David Nova, Pablo A. Estévez, Pablo Huijse
2012 J jnl
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves
CoRR
Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, Pablo Zegers, José C. Príncipe
2012 J jnl
An Information Theoretic Algorithm for Finding Periodicities in Stellar Light Curves.
IEEE Trans. Signal Process.
Pablo Huijse, Pablo A. Estévez, Pavlos Protopapas, Pablo Zegers, José Carlos Príncipe
2011 J jnl
Period Estimation in Astronomical Time Series Using Slotted Correntropy
CoRR
Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas
2011 J jnl
Period Estimation in Astronomical Time Series Using Slotted Correntropy.
IEEE Signal Process. Lett.
Pablo Huijse, Pablo A. Estévez, Pablo Zegers, José Carlos Príncipe, Pavlos Protopapas
2010 B conf
Period detection in light curves from astronomical objects using correntropy.
IJCNN
Pablo A. Estévez, Pablo Huijse, Pablo Zegers, José C. Príncipe, Pavlos Protopapas