Alberto Torres-Barrán

16 papers B 1Journal 11Unranked 4
YearRankTypeTitle / Venue / Authors
2023 J jnl
Augmented probability simulation methods for sequential games.
Eur. J. Oper. Res.
Tahir Ekin, Roi Naveiro, David Ríos Insua, Alberto Torres-Barrán
2022 J jnl
How do tuna schools associate to dFADs? A study using echo-sounder buoys to identify global patterns.
CoRR
Manuel Navarro-García, Daniel Precioso, Kathryn Gavira-O'Neill, Alberto Torres-Barrán, David Gordo, Víctor Gallego, David Gómez-Ullate
2021 J jnl
Faster SVM training via conjugate SMO.
Pattern Recognit.
Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro
2021 J jnl
Tuna-AI: tuna biomass estimation with Machine Learning models trained on oceanography and echosounder FAD data.
CoRR
Daniel Precioso, Manuel Navarro-García, Kathryn Gavira-O'Neill, Alberto Torres-Barrán, David Gordo, Victor Gallego-Alcalá, David Gómez-Ullate
2020 J jnl
Faster SVM Training via Conjugate SMO.
CoRR
Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro
2020 J jnl
Machine Learning Nowcasting of PV Energy Using Satellite Data.
Neural Process. Lett.
Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro
2019 J jnl
Assessing Supply Chain Cyber Risks.
CoRR
Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua, Jordi Domingo
2019 J jnl
Augmented Probability Simulation Methods for Non-cooperative Games.
CoRR
Tahir Ekin, Roi Naveiro, Alberto Torres-Barrán, David Ríos Insua
2019 J jnl
Regression tree ensembles for wind energy and solar radiation prediction.
Neurocomputing
Alberto Torres-Barrán, Álvaro Alonso, José R. Dorronsoro
2018 J jnl
ν-SVM solutions of constrained Lasso and Elastic net.
Neurocomputing
Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro
2017 — conf
Deep Fisher Discriminant Analysis.
IWANN (2)
David Díaz-Vico, Adil Omari, Alberto Torres-Barrán, José Ramón Dorronsoro
2017 J jnl
Deep Neural Networks for Wind and Solar Energy Prediction.
Neural Process. Lett.
David Díaz-Vico, Alberto Torres-Barrán, Adil Omari, José R. Dorronsoro
2017 — conf
Satellite Based Nowcasting of PV Energy over Peninsular Spain.
IWANN (1)
Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro
2016 B conf
Conjugate descent for the SMO algorithm.
IJCNN
Alberto Torres-Barrán, José R. Dorronsoro
2016 — conf
Machine Learning Prediction of Photovoltaic Energy from Satellite Sources.
DARE@PKDD/ECML
Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro
2016 — conf
Nesterov Acceleration for the SMO Algorithm.
ICANN (2)
Alberto Torres-Barrán, José R. Dorronsoro