Francisco Förster

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Multi Class Classifier

Spatio Temporally

Data Processing

Convolutional Neural Networks

Top Venues

INNS Conference on Big Data

Publications

Daniel Neira O., Pablo A. Estévez, Francisco Förster
Temporal Stamp Classifier: Classifying Short Sequences of Astronomical Alerts. CoRR (2024)
Manuel Pérez-Carrasco, Guillermo Cabrera-Vives, Lorena Hernández-García, Francisco Förster, Paula Sánchez-Sáez, Alejandra Muñoz Arancibia, Nicolás Astorga, Franz E. Bauer, Amelia Bayo, Martina Cádiz-Leyton, Márcio Catelán
Multi-Class Deep SVDD: Anomaly Detection Approach in Astronomy with Distinct Inlier Categories. CoRR (2023)
Guillermo Cabrera-Vives, César Bolivar, Francisco Förster, Alejandra Muñoz Arancibia, Manuel Pérez-Carrasco, Esteban Reyes
Domain Adaptation via Minimax Entropy for Real/Bogus Classification of Astronomical Alerts. CoRR (2023)
Óscar Pimentel, Pablo A. Estévez, Francisco Förster
Deep Attention-Based Supernovae Classification of Multi-Band Light-Curves. CoRR (2022)
Diego Rodríguez-Mancini, Zheng Li, Camilo Valenzuela, Guillermo Cabrera-Vives, Francisco Förster
Toward Fractal Development of Data Processing-Intensive Artificial Intelligence Systems. IEEE Softw. 39 (6) (2022)
Guillermo Cabrera-Vives, Zheng Li, Austen Rainer, Dionysis Athanasopoulos, Diego Rodríguez-Mancini, Francisco Förster
Managing the Root Causes of "Internal API Hell": An Experience Report. PROFES (2022)
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
Alert Classification for the ALeRCE Broker System: The Real-time Stamp Classifier. CoRR (2020)
E. A. Huerta, Gabrielle Allen, Igor Andreoni, Javier Mauricio Antelis, Etienne Bachelet, G. Bruce Berriman, Federica B. Bianco, Rahul Biswas, Matias Carrasco Kind, Kyle Chard, Minsik Cho, Philip S. Cowperthwaite, Zachariah B. Etienne, Maya Fishbach, Francisco Förster, Daniel George, Tom Gibbs, Matthew J. Graham, William Gropp, Robert A. Gruendl, Anushri Gupta, Roland Haas, Sarah Habib, Elise Jennings, Margaret W. G. Johnson, Erik Katsavounidis, Daniel S. Katz, Asad Khan, Volodymyr V. Kindratenko, William T. C. Kramer, Xin Liu, Ashish Mahabal, Zsuzsa Márka, Kenton McHenry, Jonah Miller, Claudia Moreno, Mark Neubauer, Steve Oberlin, Alexander R. Olivas, Donald Petravick, Adam Rebei, Shawn Rosofsky, Milton Ruiz, Aaron Saxton, Bernard F. Schutz, Alexander G. Schwing, Ed Seidel, Stuart L. Shapiro, Hongyu Shen, Yue Shen, Leo Singer, Brigitta M. Sipocz, Lunan Sun, John Towns, Antonios Tsokaros, Wei Wei, Jack Wells, Timothy J. Williams, Jinjun Xiong, Zhizhen Zhao
Enabling real-time multi-messenger astrophysics discoveries with deep learning. CoRR (2019)
Esteban Reyes, Pablo A. Estévez, Ignacio Reyes, Guillermo Cabrera-Vives, Pablo Huijse, Rodrigo Carrasco, Francisco Förster
Enhanced Rotational Invariant Convolutional Neural Network for Supernovae Detection. IJCNN (2018)
Nicolas Astorga, Pablo Huijse, Pablo A. Estévez, Francisco Förster
Clustering of Astronomical Transient Candidates Using Deep Variational Embedding. IJCNN (2018)
Pablo Huijse, Pablo A. Estévez, Francisco Förster, Scott F. Daniel, Andrew J. Connolly, Pavlos Protopapas, Rodrigo Carrasco, José C. Príncipe
Robust period estimation using mutual information for multi-band light curves in the synoptic survey era. CoRR (2017)
Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
Deep-HiTS: Rotation Invariant Convolutional Neural Network for Transient Detection. CoRR (2017)
Guillermo Cabrera-Vives, Ignacio Reyes, Francisco Förster, Pablo A. Estévez, Juan-Carlos Maureira
Supernovae detection by using convolutional neural networks. IJCNN (2016)
Pablo Huentelemu, Pablo A. Estévez, Francisco Förster
Correntropy based filtering for supernova detection. IJCNN (2016)
Pablo Huijse, Pablo A. Estévez, Francisco Förster, Emanuel Berrocal
Discriminating Variable Star Candidates in Large Image Databases from the HiTS Survey Using NMF. INNS Conference on Big Data (2015)