Alberto Torres

According to our database, Alberto Torres authored at least 26 papers between 1992 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2023

Augmented probability simulation methods for sequential games.

Tahir Ekin, Roi Naveiro, David Ríos Insua, Alberto Torres-Barrán

Eur. J. Oper. Res., 2023

2022

How do tuna schools associate to dFADs? A study using echo-sounder buoys to identify global patterns.

Manuel Navarro-García, Daniel Precioso, Kathryn Gavira-O'Neill, Alberto Torres-Barrán, David Gordo, Víctor Gallego, David Gómez-Ullate

CoRR, 2022

2021

Faster SVM training via conjugate SMO.

Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro

Pattern Recognit., 2021

Tuna-AI: tuna biomass estimation with Machine Learning models trained on oceanography and echosounder FAD data.

Daniel Precioso, Manuel Navarro-García, Kathryn Gavira-O'Neill, Alberto Torres-Barrán, David Gordo, Victor Gallego-Alcalá, David Gómez-Ullate

CoRR, 2021

2020

Machine Learning Nowcasting of PV Energy Using Satellite Data.

Alejandro Catalina, Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro

Neural Process. Lett., 2020

2019

Regression tree ensembles for wind energy and solar radiation prediction.

Alberto Torres-Barrán, Álvaro Alonso, José R. Dorronsoro

Neurocomputing, 2019

Assessing Supply Chain Cyber Risks.

Alberto Redondo, Alberto Torres-Barrán, David Ríos Insua, Jordi Domingo

CoRR, 2019

Augmented Probability Simulation Methods for Non-cooperative Games.

Tahir Ekin, Roi Naveiro, Alberto Torres-Barrán, David Ríos Insua

CoRR, 2019

2018

ν-SVM solutions of constrained Lasso and Elastic net.

Alberto Torres-Barrán, Carlos M. Alaíz, José R. Dorronsoro

Neurocomputing, 2018

2017

Deep Neural Networks for Wind and Solar Energy Prediction.

David Díaz-Vico, Alberto Torres-Barrán, Adil Omari, José R. Dorronsoro

Neural Process. Lett., 2017

Deep Fisher Discriminant Analysis.

David Díaz-Vico, Adil Omari, Alberto Torres-Barrán, José Ramón Dorronsoro

Proceedings of the Advances in Computational Intelligence, 2017

Satellite Based Nowcasting of PV Energy over Peninsular Spain.

Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro

Proceedings of the Advances in Computational Intelligence, 2017

DM-UAV: Dexterous Manipulation Unmanned Aerial Vehicle.

Alberto Torres, Francisco A. Candelas Herías, Damian Mira, Fernando Torres Medina

Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2016

Machine Learning Prediction of Photovoltaic Energy from Satellite Sources.

Alejandro Catalina, Alberto Torres-Barrán, José R. Dorronsoro

Proceedings of the Data Analytics for Renewable Energy Integration, 2016

Conjugate descent for the SMO algorithm.

Alberto Torres-Barrán, José R. Dorronsoro

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Nesterov Acceleration for the SMO Algorithm.

Alberto Torres-Barrán, José R. Dorronsoro

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

2015

Deep Neural Networks for Wind Energy Prediction.

David Díaz, Alberto Torres, José R. Dorronsoro

Proceedings of the Advances in Computational Intelligence, 2015

Random Forests and Gradient Boosting for Wind Energy Prediction.

Álvaro Alonso, Alberto Torres, José R. Dorronsoro

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Solving constrained Lasso and Elastic Net using nu-SVMs.

Carlos M. Alaíz, Alberto Torres, José R. Dorronsoro

Proceedings of the 23rd European Symposium on Artificial Neural Networks, 2015

2014

Sparse one hidden layer MLPs.

Alberto Torres, David Díaz, José R. Dorronsoro

Proceedings of the 22th European Symposium on Artificial Neural Networks, 2014

2012

Sparse Linear Wind Farm Energy Forecast.

Carlos M. Alaíz, Alberto Torres, José R. Dorronsoro

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

1996

Graph Theoretical Structures in Logic Programs and Default Theories.

Yannis Dimopoulos, Alberto Torres

Theor. Comput. Sci., 1996

1995

A nondeterministic well-founded semantics.

Alberto Torres

Ann. Math. Artif. Intell., 1995

1994

Hypothetical semantics of logic programs.

Alberto Torres

PhD thesis, 1994

1993

Negation as Failure to Support.

Alberto Torres

Proceedings of the Logic Programming and Non-monotonic Reasoning, 1993

1992

Is There a "Right" Semantics for Negation as Failure?

Alberto Torres

Proceedings of the Third International Workshop on the Deductive Approach to Information Systems and Databases, 1992