Pablo A. Estévez

113 papers B 28Journal 61Unranked 23

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Image-Based Multi-Survey Classification of Light Curves with a Pre-Trained Vision Transformer. CoRR Daniel Moreno-Cartagena, Guillermo Cabrera-Vives, Alejandra Muñoz Arancibia, Pavlos Protopapas, Francisco Förster, Márcio Catelán, Amelia Bayo, Pablo A. Estévez, Paula Sánchez-Sáez, Franz E. Bauer, M. Pavez-Herrera, Lorena Hernández-García, Gonzalo Rojas
2025	J	`jnl`	USSD: Unsupervised Sleep Spindle Detector. IEEE Access Edgardo Ramirez, Pablo A. Estévez, Martin David Adams, Claudio A. Perez, Marcelo Garrido, Patricio Peirano
2024	B	`conf`	Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. IJCNN Daniel Neira O., Pablo A. Estévez, Francisco Förster
2024	J	`jnl`	Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. CoRR Daniel Neira O., Pablo A. Estévez, Francisco Förster
2023	—	`conf`	Detecting Early Risk of Alzheimer's Disease Using Self-Supervised Multimodal Representation Learning. CAI Jhon A. Intriago, Pablo A. Estévez, Jose A. Cortes-Briones, Cecilia A. Okuma, Fernando A. Henriquez, Patricia Lillo, Andrea Slachevsky
2023	J	`jnl`	Special issue on Latin-American computational intelligence. Neural Comput. Appl. Pablo A. Estévez, Daniel Sbarbaro, Millaray Curilem
2022	J	`jnl`	Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves. CoRR Óscar Pimentel, Pablo A. Estévez, Francisco Förster
2022	J	`jnl`	Improving Astronomical Time-series Classification via Data Augmentation with Generative Adversarial Networks. CoRR Germán García-Jara, Pavlos Protopapas, Pablo A. Estévez
2022	B	`conf`	Outlier Detection based on Transformations for Astronomical Time Series. IJCNN Mauricio Romero, Pablo A. Estévez
2021	—	`conf`	Subset Feature Selection with Structural Variables. LA-CCI Juan A. Urrutia, Pablo A. Estévez, Jorge R. Vergara
2021	J	`jnl`	The effect of phased recurrent units in the classification of multiple catalogs of astronomical lightcurves. CoRR Cristobal Donoso-Oliva, Guillermo Cabrera-Vives, Pavlos Protopapas, Rodrigo Carrasco-Davis, Pablo A. Estévez
2020	J	`jnl`	Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier. CoRR Rodrigo Carrasco-Davis, Esteban Reyes, Camilo Valenzuela, Francisco Förster, Pablo A. Estévez, Giuliano Pignata, Franz E. Bauer, Ignacio Reyes, Paula Sánchez-Sáez, Guillermo Cabrera-Vives, Susana Eyheramendy, Márcio Catelán, Javier Arredondo, Ernesto Castillo-Navarrete, Diego Rodríguez-Mancini, Daniela Ruz-Mieres, Alberto Moya, Luis Sabatini-Gacitúa, Cristóbal Sepúlveda-Cobo, Ashish Mahabal, Javier Silva-Farfán, Ernesto Camacho-Iñiquez, Lluís Galbany
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
2020	B	`conf`	On the Information Plane of Autoencoders. IJCNN Nicolás I. Tapia, Pablo A. Estévez
2020	J	`jnl`	On the Information Plane of Autoencoders. CoRR Nicolás I. Tapia, Pablo A. Estévez
2020	B	`conf`	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection. IJCNN Nicolás I. Tapia, Pablo A. Estévez
2020	J	`jnl`	RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection. CoRR Nicolás I. Tapia, Pablo A. Estévez
2020	B	`conf`	Transformation Based Deep Anomaly Detection in Astronomical Images. IJCNN Esteban Reyes, Pablo A. Estévez
2020	J	`jnl`	Transformation Based Deep Anomaly Detection in Astronomical Images. CoRR Esteban Reyes, Pablo A. Estévez
2019	J	`jnl`	IEEE CIS VP for Finances Vision Statement [Society Briefs]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2018	B	`conf`	Ant Colony Optimization Algorithm for the Multiyear Transmission Network Expansion Planning. CEC Ricardo Álvarez, Claudia Rahmann, Rodrigo Palma-Behnke, Pablo A. Estévez, Felipe Valencia
2018	B	`conf`	Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. IJCNN Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster
2018	J	`jnl`	Conference Report on 2018 IEEE World Congress on Computational Intelligence (IEEE WCCI 2018) [Conference Reports]. IEEE Comput. Intell. Mag. Pablo A. Estévez, Marley M. B. R. Vellasco
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
2018	B	`conf`	Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks. IJCNN Claudio A. Perez, Pablo A. Estévez, Francisco J. Galdames, Daniel A. Schulz, Juan P. Perez, Diego Bastias, Daniel R. Vilar
2017	—	`conf`	A strategy for time series prediction using Segment Growing Neural Gas. WSOM Jorge R. Vergara, Pablo A. Estévez
2017	J	`jnl`	CIS Publications in the Spotlight [President's Message]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2017	J	`jnl`	Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. CoRR Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
2017	J	`jnl`	Ethics and the Social Impact of Computational Intelligence [President's Message]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2017	J	`jnl`	Magic Realism and Smart Worlds [President's Message]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2017	J	`jnl`	Newly Elected CIS Administrative Committee Members (2017-2019) [Society Briefs]. IEEE Comput. Intell. Mag. Pablo A. Estévez
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
2017	—	`conf`	Spectral regularization in generalized matrix learning vector quantization. WSOM David Nova, Pablo A. Estévez
2017	J	`jnl`	Trusting Machines and Gender Diversity [President's Message]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2016	—	`conf`	A Study on GMLVQ Convex and Non-convex Regularization. WSOM David Nova, Pablo A. Estévez
2016	—	`conf`	Big Data Era Challenges and Opportunities in Astronomy - How SOM/LVQ and Related Learning Methods Can Contribute? WSOM Pablo A. Estévez
2016	J	`jnl`	Brain Dynamics, Cognition, and Developmental Systems President's Message. IEEE Comput. Intell. Mag. Pablo A. Estévez
2016	J	`jnl`	CIS in the Next Decade [President's Message]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2016	J	`jnl`	Celebration of Light [President's Message]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2016	B	`conf`	Correntropy based filtering for supernova detection. IJCNN Pablo Huentelemu, Pablo A. Estévez, Francisco Förster
2016	J	`jnl`	Frontiers of Knowledge in Computational Intelligence [President's Message]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2016	B	`conf`	Modeling quasi-periodic lightcurves using neuropercolation. IJCNN Catalina Elzo, Pablo A. Estévez, Robert Kozma
2016	J	`jnl`	Newly Elected CIS Administrative Committee Members (2016-2018) Society Briefs. IEEE Comput. Intell. Mag. Pablo A. Estévez
2016	—	`conf`	Segment Growing Neural Gas for Nonlinear Time Series Analysis. WSOM Jorge R. Vergara, Pablo A. Estévez, Álvaro Serrano
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
2016	B	`conf`	Supernovae detection by using convolutional neural networks. IJCNN Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
2015	J	`jnl`	A Review of Feature Selection Methods Based on Mutual Information. CoRR Jorge R. Vergara, Pablo A. Estévez
2015	J	`jnl`	A review of learning vector quantization classifiers. CoRR David Nova, Pablo A. Estévez
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
2015	J	`jnl`	Information-Theoretic Measures and Sequential Monte Carlo Methods for Detection of Regeneration Phenomena in the Degradation of Lithium-Ion Battery Cells. IEEE Trans. Reliab. Marcos E. Orchard, Matias S. Lacalle, Benjamín E. Olivares, Jorge F. Silva, Rodrigo Palma-Behnke, Pablo A. Estévez, Bernardo Severino, Williams Calderon-Munoz, Marcelo Cortes-Carmona
2015	J	`jnl`	Special Issue on Advances in Self-organizing Maps. Neurocomputing Pablo A. Estévez, José C. Príncipe
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	—	`conf`	A balanced sleep/wakefulness classification method based on actigraphic data in adolescents. EMBC Gabriel Orellana, Claudio M. Held, Pablo A. Estévez, Claudio A. Perez, Sussanne Reyes, Cecilia Algarin, Patricio Peirano
2014	J	`jnl`	A review of feature selection methods based on mutual information. Neural Comput. Appl. Jorge R. Vergara, Pablo A. Estévez
2014	J	`jnl`	A review of learning vector quantization classifiers. Neural Comput. Appl. David Nova, Pablo A. Estévez
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
2014	—	`conf`	Single trial P300 detection in children using expert knowledge and SOM. EMBC Cristian Morales, Claudio M. Held, Pablo A. Estévez, Claudio A. Perez, Sussanne Reyes, Patricio Peirano, Cecilia Algarin
2013	—	`ed.`	Advances in Self-Organizing Maps - 9th International Workshop, WSOM 2012, Santiago, Chile, December 12-14, 2012, Proceedings WSOM Pablo A. Estévez, José Carlos Príncipe, Pablo Zegers
2013	J	`jnl`	IEEE CIS GOLD Report: Inaugural Elevator Pitch Competition and Other GOLD Activities [Society Briefs]. IEEE Comput. Intell. Mag. Heike Sichtig, Stephen G. Matthews, Demetrios G. Eliades, Muhammad Yasser, Pablo A. Estévez
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
2012	—	`conf`	Automated detection of Rapid Eye Movements in children. EMBC Claudio M. Held, Javier Causa, Leonardo Causa, Pablo A. Estévez, Claudio A. Perez, Marcelo Garrido, Rodrigo Chamorro, Cecilia Algarin, Patricio Peirano
2012	J	`jnl`	IEEE CIS Social Media: Have You Joined Our Online Community? [Society Briefs]. IEEE Comput. Intell. Mag. Albert Y. S. Lam, Michael J. Watts, Dongrui Wu, Pablo A. Estévez
2012	—	`conf`	Nonlinear Time Series Analysis by Using Gamma Growing Neural Gas. WSOM Pablo A. Estévez, Jorge R. Vergara
2012	—	`conf`	Online Visualization of Prototypes and Receptive Fields Produced by LVQ Algorithms. WSOM David Nova, Pablo A. Estévez
2012	J	`jnl`	Student Member Activities: Learning, Networking, Volunteering [Society Briefs]. IEEE Comput. Intell. Mag. Demetrios G. Eliades, Pablo A. Estévez
2011	—	`conf`	Estimation of periodicity in non-uniformly sampled astronomical data using a 2D kernel in correntropy. MLSP Bibhu Prasad Mishra, José C. Príncipe, Pablo A. Estévez, Pavlos Protopapas
2011	—	`conf`	Gamma-Filter Self-Organizing Neural Networks for Time Series Analysis. WSOM Pablo A. Estévez, Rodrigo Hernández
2011	J	`jnl`	IEEE CIS VP-Members Activities Vision Statement [Society Briefs]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2011	J	`jnl`	IEEE CIS Webinars Activities and Future Plan [Society Briefs]. IEEE Comput. Intell. Mag. Moufid Harb, Bruno N. Di Stefano, Pablo A. Estévez
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
2011	J	`jnl`	Registration of renal SPECT and 2.5D US images. Comput. Medical Imaging Graph. Francisco J. Galdames, Claudio A. Perez, Pablo A. Estévez, Claudio M. Held, Fabrice Jaillet, Gabriel Lobo, Gilda Donoso, Claudia Coll
2010	J	`jnl`	Automated Sleep-Spindle Detection in Healthy Children Polysomnograms. IEEE Trans. Biomed. Eng. Leonardo Causa, Claudio M. Held, Javier Causa, Pablo A. Estévez, Claudio A. Perez, Rodrigo Chamorro, Marcelo Garrido, Cecilia Algarin, Patricio Peirano
2010	J	`jnl`	Face and iris localization using templates designed by particle swarm optimization. Pattern Recognit. Lett. Claudio A. Perez, Carlos M. Aravena, Juan I. Vallejos, Pablo A. Estévez, Claudio M. Held
2010	—	`conf`	Linear Projection Method Based on Information Theoretic Learning. ICANN (3) Pablo A. Vera, Pablo A. Estévez, José Carlos Príncipe
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
2009	B	`conf`	A robust nonlinear projection method using the neural gas network. IJCNN Pablo A. Estévez, Andrés M. Chong
2009	J	`jnl`	Automated visual inspection system for wood defect classification using computational intelligence techniques. Int. J. Syst. Sci. Gonzalo A. Ruz, Pablo A. Estévez, Pablo A. Ramírez
2009	—	`conf`	Gamma SOM for Temporal Sequence Processing. WSOM Pablo A. Estévez, Rodrigo Hernández
2009	J	`jnl`	IEEE Latin-American Summer School on Computational Intelligence [Society Briefs]. IEEE Comput. Intell. Mag. Pablo A. Estévez
2009	J	`jnl`	Normalized Mutual Information Feature Selection. IEEE Trans. Neural Networks Pablo A. Estévez, Michel Tesmer, Claudio A. Perez, Jacek M. Zurada
2008	J	`jnl`	Russel C. Eberhart, Yuhui Shi: Computational Intelligence: Concepts to Implementation. Genet. Program. Evolvable Mach. Pablo A. Estévez
2007	J	`jnl`	Family Corner - Chile Chapter. IEEE Comput. Intell. Mag. Pablo A. Estévez
2007	B	`conf`	Genetic programming-based clustering using an information theoretic fitness measure. IEEE Congress on Evolutionary Computation Neven Boric, Pablo A. Estévez
2007	J	`jnl`	Real-Time Iris Detection on Coronal-Axis-Rotated Faces. IEEE Trans. Syst. Man Cybern. Part C Claudio A. Perez, Vanel A. Lazcano, Pablo A. Estévez
2007	B	`conf`	Selecting the Most Influential Nodes in Social Networks. IJCNN Pablo A. Estévez, Pablo A. Vera, Kazumi Saito
2007	B	`conf`	Window Merge Neural Gas for Processing Pattern Sequences. IJCNN Pablo A. Estévez, Ricardo Zilleruelo-Ramos, Jacek M. Zurada
2006	J	`jnl`	Extracting Fuzzy Rules From Polysomnographic Recordings for Infant Sleep Classification. IEEE Trans. Biomed. Eng. Claudio M. Held, Jaime E. Heiss, Pablo A. Estévez, Claudio A. Perez, Marcelo Garrido, Cecilia Algarin, Patricio Peirano
2006	B	`conf`	Geodesic Nonlinear Mapping Using the Neural Gas Network. IJCNN Pablo A. Estévez, Andrés M. Chong
2006	—	`conf`	Nonlinear Projection Using Geodesic Distances and the Neural Gas Network. ICANN (1) Pablo A. Estévez, Andrés M. Chong, Claudio M. Held, Claudio A. Perez
2006	J	`jnl`	Online data visualization using the neural gas network. Neural Networks Pablo A. Estévez, Cristián J. Figueroa
2006	B	`conf`	Particle Swarm Optimization-based Fuzzy Predictive Control Strategy. FUZZ-IEEE Juan Solis, Doris Sáez, Pablo A. Estévez
2006	J	`jnl`	Subscription fraud prevention in telecommunications using fuzzy rules and neural networks. Expert Syst. Appl. Pablo A. Estévez, Claudio M. Held, Claudio A. Perez
2005	B	`conf`	Color image segmentation using fuzzy min-max neural networks. IJCNN Pablo A. Estévez, Rodrigo J. Flores, Claudio A. Perez
2005	B	`conf`	Cross-entropy approach to data visualization based on the neural gas network. IJCNN Pablo A. Estévez, Cristián J. Figueroa, Kazumi Saito
2005	J	`jnl`	Cross-entropy embedding of high-dimensional data using the neural gas model. Neural Networks Pablo A. Estévez, Cristián J. Figueroa, Kazumi Saito
2005	B	`conf`	Nonlinear mappings based on particle swarm optimization. IJCNN Christian J. Figueroa, Pablo A. Estévez, Rodrigo Hernández
2004	B	`conf`	A new visualization scheme for self-organizing neural networks. IJCNN Cristián J. Figueroa, Pablo A. Estévez
2004	B	`conf`	AMIFS: adaptive feature selection by using mutual information. IJCNN Michel Tesmer, Pablo A. Estévez
2004	B	`conf`	Intelligent Web Site: Understanding the Visitor Behavior. KES Juan D. Velásquez, Pablo A. Estévez, Hiroshi Yasuda, Terumasa Aoki, Eduardo S. Vera
2004	J	`jnl`	On the Computational Power of Max-Min Propagation Neural Networks. Neural Process. Lett. Pablo A. Estévez, Yoichi Okabe
2004	—	`conf`	Real-time iris detection on faces with coronal axis rotation. SMC (7) Claudio A. Perez, Vanel A. Lazcano, Pablo A. Estévez, Claudio M. Held
2003	J	`jnl`	Genetic design of biologically inspired receptive fields for neural pattern recognition. IEEE Trans. Syst. Man Cybern. Part B Claudio A. Perez, C. A. Salinas, Pablo A. Estévez, P. M. Valenzuela
2002	J	`jnl`	A scalable parallel algorithm for training a hierarchical mixture of neural experts. Parallel Comput. Pablo A. Estévez, Hélène Paugam-Moisy, Didier Puzenat, Manuel Ugarte
2001	B	`conf`	Designing biologically inspired receptive fields for neural pattern recognition technology. SMC Claudio A. Perez, C. A. Salinas, Pablo A. Estévez
2000	B	`conf`	Classification of sleep-waking states using modular neural networks. SMC Pablo A. Estévez, Marcelo E. Fernández, Claudio M. Held, Carlos A. Holzmann, Claudio A. Pérez, Juan Pablo Pérez
2000	J	`jnl`	Dynamical Properties of Min-Max Networks. Int. J. Neural Syst. Eric Goles Ch., Martín Matamala, Pablo A. Estévez
1995	—	`conf`	Hierarchical mixture of experts and Max-Min propagation neural networks. ICNN Pablo A. Estévez, Ryohei Nakano