| 2024 | IJCNN | Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. | Daniel Neira O., Pablo A. Estvez, Francisco Frster |
| 2022 | IJCNN | Outlier Detection based on Transformations for Astronomical Time Series. | Mauricio Romero, Pablo A. Estvez |
| 2020 | ECCV | MPCC: Matching Priors and Conditionals for Clustering. | Nicols Astorga, Pablo Huijse, Pavlos Protopapas, Pablo A. Estvez |
| 2020 | IJCNN | Transformation Based Deep Anomaly Detection in Astronomical Images. | Esteban Reyes, Pablo A. Estvez |
| 2020 | IJCNN | On the Information Plane of Autoencoders. | Nicols I. Tapia, Pablo A. Estvez |
| 2020 | IJCNN | RED: Deep Recurrent Neural Networks for Sleep EEG Event Detection. | Nicols I. Tapia, Pablo A. Estvez |
| 2018 | CEC | Ant Colony Optimization Algorithm for the Multiyear Transmission Network Expansion Planning. | Ricardo lvarez, Claudia Rahmann, Rodrigo Palma-Behnke, Pablo A. Estvez, Felipe Valencia |
| 2018 | ESANN | Latent representations of transient candidates from an astronomical image difference pipeline using Variational Autoencoders. | Pablo Huijse, Nicolas Astorga, Pablo A. Estvez, Giuliano Pignata |
| 2018 | IJCNN | Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. | Nicolas Astorga, Pablo Huijse, Pablo A. Estvez, Francisco Frster |
| 2018 | IJCNN | Trademark Image Retrieval Using a Combination of Deep Convolutional Neural Networks. | Claudio A. Perez, Pablo A. Estvez, Francisco J. Galdames, Daniel A. Schulz, Juan P. Perez, Diego Bastias, Daniel R. Vilar |
| 2018 | IJCNN | Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. | Esteban Reyes, Pablo A. Estvez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Frster |
| 2016 | IJCNN | Supernovae detection by using convolutional neural networks. | Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Frster, Pablo A. Estvez, Juan-Carlos Maureira |
| 2016 | IJCNN | Modeling quasi-periodic lightcurves using neuropercolation. | Catalina Elzo, Pablo A. Estvez, Robert Kozma |
| 2016 | IJCNN | Correntropy based filtering for supernova detection. | Pablo Huentelemu, Pablo A. Estvez, Francisco Frster |
| 2010 | ICANN | Linear Projection Method Based on Information Theoretic Learning. | Pablo A. Vera, Pablo A. Estvez, Jos Carlos Prncipe |
| 2010 | IJCNN | Period detection in light curves from astronomical objects using correntropy. | Pablo A. Estvez, Pablo Huijse, Pablo Zegers, Jos C. Prncipe, Pavlos Protopapas |
| 2009 | IJCNN | A robust nonlinear projection method using the neural gas network. | Pablo A. Estvez, Andrs M. Chong |
| 2007 | CEC | Genetic programming-based clustering using an information theoretic fitness measure. | Neven Boric, Pablo A. Estvez |
| 2007 | IJCNN | Selecting the Most Influential Nodes in Social Networks. | Pablo A. Estvez, Pablo A. Vera, Kazumi Saito |
| 2007 | IJCNN | Window Merge Neural Gas for Processing Pattern Sequences. | Pablo A. Estvez, Ricardo Zilleruelo-Ramos, Jacek M. Zurada |
| 2006 | ICANN | Nonlinear Projection Using Geodesic Distances and the Neural Gas Network. | Pablo A. Estvez, Andrs M. Chong, Claudio M. Held, Claudio A. Perez |
| 2006 | IJCNN | Geodesic Nonlinear Mapping Using the Neural Gas Network. | Pablo A. Estvez, Andrs M. Chong |
| 2005 | IJCNN | Color image segmentation using fuzzy min-max neural networks. | Pablo A. Estvez, Rodrigo J. Flores, Claudio A. Perez |
| 2005 | IJCNN | Cross-entropy approach to data visualization based on the neural gas network. | Pablo A. Estvez, Cristin J. Figueroa, Kazumi Saito |
| 2005 | IJCNN | Nonlinear mappings based on particle swarm optimization. | Christian J. Figueroa, Pablo A. Estvez, Rodrigo Hernndez |
| 2004 | IJCNN | A new visualization scheme for self-organizing neural networks. | Cristin J. Figueroa, Pablo A. Estvez |
| 2004 | IJCNN | AMIFS: adaptive feature selection by using mutual information. | Michel Tesmer, Pablo A. Estvez |
| 2004 | KES | Intelligent Web Site: Understanding the Visitor Behavior. | Juan D. Velsquez, Pablo A. Estvez, Hiroshi Yasuda, Terumasa Aoki, Eduardo S. Vera |
| 2004 | SMC | Real-time iris detection on faces with coronal axis rotation. | Claudio A. Perez, Vanel A. Lazcano, Pablo A. Estvez, Claudio M. Held |
| 2001 | SMC | Designing biologically inspired receptive fields for neural pattern recognition technology. | Claudio A. Perez, C. A. Salinas, Pablo A. Estvez |
| 2000 | SMC | Classification of sleep-waking states using modular neural networks. | Pablo A. Estvez, Marcelo E. Fernndez, Claudio M. Held, Carlos A. Holzmann, Claudio A. Prez, Juan Pablo Prez |