Ricardo Aler

85 papers A* 3A 3B 12C 4Misc 5Journal 41Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Artificial intelligence for identification of candidates for device-aided therapy in Parkinson's disease: DELIST-PD study.
Comput. Biol. Medicine
Eric Freire-Álvarez, Inés Legarda Ramírez, Rocio García-Ramos, Fátima Carrillo, Diego Santos-García, Juan Carlos Gómez-Esteban, Juan Carlos Martínez-Castrillo, Irene Martínez-Torres, Carlos J. Madrid-Navarro, María José Pérez-Navarro, Fuensanta Valero-García, Bárbara Vives-Pastor, Laura Muñoz-Delgado, Beatriz Tijero, Carlos Morata Martínez, José M. Valls, Ricardo Aler, Inés María Galván, Francisco Escamilla-Sevilla
2023 J jnl
A combination of supervised dimensionality reduction and learning methods to forecast solar radiation.
Appl. Intell.
Esteban García-Cuesta, Ricardo Aler, David Pozo-Vázquez, Inés María Galván
2023 J jnl
Deep neural networks for the quantile estimation of regional renewable energy production.
Appl. Intell.
Antonio Alcántara, Inés María Galván, Ricardo Aler
2023 J jnl
Improving Solar Radiation Nowcasts by Blending Data-Driven, Satellite-Images-Based and All-Sky-Imagers-Based Models Using Machine Learning Techniques.
Remote. Sens.
Miguel López-Cuesta, Ricardo Aler, Inés María Galván, Francisco J. Rodríguez-Benítez, David Pozo-Vázquez
2023 J jnl
Pareto Optimal Prediction Intervals with Hypernetworks.
Appl. Soft Comput.
Antonio Alcántara, Inés María Galván, Ricardo Aler
2022 J jnl
Direct estimation of prediction intervals for solar and wind regional energy forecasting with deep neural networks.
Eng. Appl. Artif. Intell.
Antonio Alcántara, Inés María Galván, Ricardo Aler
2022 J jnl
Using a Multi-view Convolutional Neural Network to monitor solar irradiance.
Neural Comput. Appl.
Javier Huertas-Tato, Inés María Galván, Ricardo Aler, Francisco J. Rodríguez-Benítez, David Pozo-Vázquez
2021 J jnl
Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types.
Appl. Soft Comput.
Inés María Galván, Javier Huertas-Tato, Francisco J. Rodríguez-Benítez, Clara Arbizu-Barrena, David Pozo-Vázquez, Ricardo Aler
2021 J jnl
Supervised data transformation and dimensionality reduction with a 3-layer multi-layer perceptron for classification problems.
J. Ambient Intell. Humaniz. Comput.
José María Valls, Ricardo Aler, Inés María Galván, David Camacho
2020 J jnl
Study of Hellinger Distance as a splitting metric for Random Forests in balanced and imbalanced classification datasets.
Expert Syst. Appl.
Ricardo Aler, José María Valls, Henrik Boström
2018 J jnl
A filter attribute selection method based on local reliable information.
Appl. Intell.
Ricardo Martín, Ricardo Aler, Inés María Galván
2018 J jnl
Evolution of shared grammars for describing simulated spatial scenes with grammatical evolution.
Genet. Program. Evolvable Mach.
Jack Mario Mingo, Ricardo Aler
2018 Misc conf
Predicting Global Irradiance Combining Forecasting Models Through Machine Learning.
HAIS
Javier Huertas-Tato, Ricardo Aler, Francisco J. Rodríguez-Benítez, Clara Arbizu-Barrena, David Pozo-Vázquez, Inés María Galván
2018 — conf
Studying the Effect of Measured Solar Power on Evolutionary Multi-objective Prediction Intervals.
IDEAL (2)
Rubén Martín-Vázquez, Javier Huertas-Tato, Ricardo Aler, Inés María Galván
2018 Misc conf
Wind Energy Forecasting at Different Time Horizons with Individual and Global Models.
AIAI
Rubén Martín-Vázquez, Ricardo Aler, Inés María Galván
2017 — conf
A Study on Feature Selection Methods for Wind Energy Prediction.
IWANN (1)
Rubén Martín-Vázquez, Ricardo Aler, Inés María Galván
2017 J jnl
Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks.
Inf. Sci.
Inés María Galván, José María Valls, Alejandro Cervantes, Ricardo Aler
2016 J jnl
A competence-performance based model to develop a syntactic language for artificial agents.
Inf. Sci.
Jack Mario Mingo, Ricardo Aler
2016 J jnl
Machine learning techniques for daily solar energy prediction and interpolation using numerical weather models.
Concurr. Comput. Pract. Exp.
R. Martin, Ricardo Aler, José María Valls, Inés María Galván
2015 J jnl
Optimizing the number of electrodes and spatial filters for Brain-Computer Interfaces by means of an evolutionary multi-objective approach.
Expert Syst. Appl.
Ricardo Aler, Inés María Galván
2014 Misc conf
A Study of Machine Learning Techniques for Daily Solar Energy Forecasting Using Numerical Weather Models.
IDC
Ricardo Aler, Ricardo Martín, José María Valls, Inés María Galván
2013 A conf
Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier.
GECCO
Ricardo Aler, Julia Handl, Joshua D. Knowles
2013 J jnl
Investigations into Lamarckism, Baldwinism and Local Search in Grammatical Evolution Guided by Reinforcement.
Comput. Informatics
Jack Mario Mingo, Ricardo Aler, Darío Maravall, Javier de Lope Asiaín
2012 J jnl
Applying evolution strategies to preprocessing EEG signals for brain-computer interfaces.
Inf. Sci.
Ricardo Aler, Inés María Galván, José María Valls
2012 J jnl
Evolving linear transformations with a rotation-angles/scaling representation.
Expert Syst. Appl.
Alejandro Echeverría, José María Valls, Ricardo Aler
2011 — conf
An Incremental Model of Lexicon Consensus in a Population of Agents by Means of Grammatical Evolution, Reinforcement Learning and Semantic Rules.
IWINAC (1)
Jack Mario Mingo, Ricardo Aler
2011 J jnl
Knowledge Transfer between Automated Planners.
AI Mag.
Susana Fernández, Ricardo Aler, Daniel Borrajo
2011 J jnl
Optimization algorithms for large-scale real-world instances of the frequency assignment problem.
Soft Comput.
Francisco Luna, César Estébanez, Coromoto León, José Manuel Chaves-González, Antonio J. Nebro, Ricardo Aler, Carlos Segura, Miguel A. Vega-Rodríguez, Enrique Alba, José María Valls, Gara Miranda, Juan Antonio Gómez Pulido
2010 B conf
Evolving spatial and frequency selection filters for Brain-Computer Interfaces.
IEEE Congress on Evolutionary Computation
Ricardo Aler, Inés María Galván, José María Valls
2010 J jnl
GA-stacking: Evolutionary stacked generalization.
Intell. Data Anal.
Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo
2010 — conf
Using Evolutionary Multiobjective Techniques for Imbalanced Classification Data.
ICANN (1)
Sandra García-Rodríguez, Ricardo Aler, Inés María Galván
2009 B conf
An Experimental Study on Fitness Distributions of Tree Shapes in GP with One-Point Crossover.
EuroGP
César Estébanez, Ricardo Aler, José María Valls, Pablo Alonso
2009 J jnl
Corrigendum "Programming Robosoccer agents by modeling human behavior" [Experts Systems with Applications 36 (2P1) (2009) 1850-1859].
Expert Syst. Appl.
Ricardo Aler, José María Valls, David Camacho, Alberto López
2009 — conf
Improving Classification for Brain Computer Interfaces using Transitions and a Moving Window.
BIOSIGNALS
Ricardo Aler, Inés María Galván, José María Valls
2009 J jnl
Learning teaching strategies in an Adaptive and Intelligent Educational System through Reinforcement Learning.
Appl. Intell.
Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández
2009 J jnl
OMBO: An opponent modeling approach.
AI Commun.
Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo
2009 C conf
Optimizing Data Transformations for Classification Tasks.
IDEAL
José María Valls, Ricardo Aler
2009 C conf
Optimizing Linear and Quadratic Data Transformations for Classification Tasks.
ISDA
José María Valls, Ricardo Aler
2009 J jnl
Programming Robosoccer agents by modeling human behavior.
Expert Syst. Appl.
Ricardo Aler, José María Valls, David Camacho, Alberto López
2009 J jnl
Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems.
Knowl. Based Syst.
Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández
2009 — conf
Transition Detection for Brain Computer Interface Classification.
BIOSTEC (Selected Papers)
Ricardo Aler, Inés María Galván, José María Valls
2008 J jnl
GPPE: a method to generate ad-hoc feature extractors for prediction in financial domains.
Appl. Intell.
César Estébanez, José María Valls, Ricardo Aler
2008 — conf
Genetic Programming for Predicting Protein Networks.
IBERAMIA
Beatriz García Jiménez, Ricardo Aler, Agapito Ledezma, Araceli Sanchis
2008 A conf
Metaheuristics for solving a real-world frequency assignment problem in GSM networks.
GECCO
Francisco Luna, César Estébanez, Coromoto León, José Manuel Chaves-González, Enrique Alba, Ricardo Aler, Carlos Segura, Miguel A. Vega-Rodríguez, Antonio J. Nebro, José María Valls, Gara Miranda, Juan Antonio Gómez Pulido
2008 A conf
Protein-protein functional association prediction using genetic programming.
GECCO
Beatriz García Jiménez, Ricardo Aler, Agapito Ledezma, Araceli Sanchis
2007 J jnl
A Method Based on Genetic Programming for Improving the Quality of Datasets in Classification Problems.
Int. J. Comput. Sci. Appl.
César Estébanez, Ricardo Aler, José María Valls
2007 J jnl
Evolving Generalized Euclidean Distances for Training RBNN.
Comput. Artif. Intell.
José María Valls, Ricardo Aler, Oscar Fernández
2007 B conf
Grammatical evolution guided by reinforcement.
IEEE Congress on Evolutionary Computation
Jack Mario Mingo, Ricardo Aler
2007 A* conf
Transferring Learned Control-Knowledge between Planners.
IJCAI
Susana Fernández, Ricardo Aler, Daniel Borrajo
2006 J jnl
Multi-agent plan based information gathering.
Appl. Intell.
David Camacho, Ricardo Aler, Daniel Borrajo, José M. Molina
2006 B conf
Projecting Financial Data Using Genetic Programming in Classification and Regression Tasks.
EuroGP
César Estébanez, José María Valls, Ricardo Aler
2005 — conf
A First Attempt at Constructing Genetic Programming Expressions for EEG Classification.
ICANN (1)
César Estébanez, José María Valls, Ricardo Aler, Inés María Galván
2005 J jnl
A Multi-Agent architecture for intelligent gathering systems.
AI Commun.
David Camacho, Ricardo Aler, Daniel Borrajo, José M. Molina
2005 B conf
Correcting and improving imitation models of humans for Robosoccer agents.
Congress on Evolutionary Computation
Ricardo Aler, Oscar Garcia, José María Valls
2005 — conf
Genetic Programming Based Data Projections for Classification Tasks.
IEC (Prague)
César Estébanez, Ricardo Aler, José María Valls
2005 J jnl
Machine Learning in Hybrid Hierarchical and Partial-Order Planners for Manufacturing Domains.
Appl. Artif. Intell.
Susana Fernández, Ricardo Aler, Daniel Borrajo
2005 J jnl
Software and Performance Measures for Evaluating Multi-Agent Frameworks.
Appl. Artif. Intell.
David Camacho, Ricardo Aler
2005 Misc conf
Using a Mahalanobis-Like Distance to Train Radial Basis Neural Networks.
IWANN
José María Valls, Ricardo Aler, Oscar Fernández
2004 B conf
Empirical Evaluation of Optimized Stacking Configurations.
ICTAI
Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo
2004 B conf
Learning Content Sequencing in an Educational Environment According to Student Needs.
ALT
Ana Iglesias, Paloma Martínez, Ricardo Aler, Fernando Fernández
2004 C conf
Predicting Opponent Actions by Observation.
RoboCup
Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo
2004 J jnl
The Effects of Transfer of Global Improvements in Genetic Programming.
Comput. Artif. Intell.
Ricardo Aler, David Camacho, Alfredo Moscardini
2004 Misc conf
Using Previous Experience for Learning Planning Control Knowledge.
FLAIRS
Susana Fernández, Ricardo Aler, Daniel Borrajo
2003 — conf
From Continuous Behaviour to Discrete Knowledge.
IWANN (2)
Agapito Ledezma, Fernando Fernández, Ricardo Aler
2003 — conf
Semi-Automatic Parsing for Web Knowledge Extraction.
Applied Informatics
David Camacho, Miguel A. López, Ricardo Aler
2002 J jnl
A knowledge-based approach for business process reengineering, SHAMASH.
Knowl. Based Syst.
Ricardo Aler, Daniel Borrajo, David Camacho, Almudena Sierra-Alonso
2002 J jnl
Exploring the Stacking State-Space.
Int. J. Artif. Intell. Tools
Agapito Ledezma, Ricardo Aler, Daniel Borrajo
2002 — conf
On Control Knowledge Acquisition by Exploiting Human-Computer Interaction.
AIPS
Ricardo Aler, Daniel Borrajo
2002 — conf
Predicting opponent actions in the RoboSoccer.
SMC (2)
Agapito Ledezma, Ricardo Aler, Araceli Sanchis, Daniel Borrajo
2002 C conf
Solving Travel Problems by Integrating WEB Information with Planning.
ISMIS
David Camacho, José M. Molina, Daniel Borrajo, Ricardo Aler
2002 J jnl
Using genetic programming to learn and improve control knowledge.
Artif. Intell.
Ricardo Aler, Daniel Borrajo, Pedro Isasi
2001 J jnl
A Selective Learning Method to Improve the Generalization of Multilayer Feedforward Neural Networks.
Int. J. Neural Syst.
Inés María Galván, Pedro Isasi, Ricardo Aler, José María Valls
2001 B conf
Abstract planning in dynamic environments.
SMC
David Camacho, Daniel Borrajo, José M. Molina, Ricardo Aler
2001 — conf
Automatic Symbolic Modelling of Co-evolutionarily Learned Robot Skills.
IWANN (1)
Agapito Ledezma, Antonio Berlanga, Ricardo Aler
2001 B conf
Empirical Study of a Stacking State-Space.
ICTAI
Agapito Ledezma, Ricardo Aler, Daniel Borrajo
2001 J jnl
Experimentacion en Programacion Genetica Multinivel.
Inteligencia Artif.
Ricardo Aler, Francisco Blázquez, David Camacho
2001 B conf
Grammars for learning control knowledge with GP.
CEC
Ricardo Aler, Daniel Borrajo, Pedro Isasi
2001 J jnl
Learning to Solve Planning Problems Efficiently by Means of Genetic Programming.
Evol. Comput.
Ricardo Aler, Daniel Borrajo, Pedro Isasi
2001 B conf
SHAMASH: An AI Tool for Modeling and Optimizing Business Processes.
ICTAI
David Camacho, Ricardo Aler, Daniel Borrajo, Almudena Sierra-Alonso
2000 A* conf
Knowledge Representation Issues in Control Knowledge Learning.
ICML
Ricardo Aler, Daniel Borrajo, Pedro Isasi
1999 — —
Programación genética de heurísticas para planificación.
Ricardo Aler
1998 — conf
Evolving Heuristics for Planning.
Evolutionary Programming
Ricardo Aler, Daniel Borrajo, Pedro Isasi
1998 A* conf
Genetic Programming and Deductive-Inductive Learning: A Multi-Strategy Approach.
ICML
Ricardo Aler, Daniel Borrajo, Pedro Isasi
1998 — conf
Genetic Programming of Control Knowledge for Planning.
AIPS
Ricardo Aler, Daniel Borrajo, Pedro Isasi
1998 B conf
Immediate Transfer of Global Improvements to All Individuals in a Population Compared to Automatically Defined Functions for the EVEN-5, 6-PARITY Problems.
EuroGP
Ricardo Aler