Ricardo Aler
Orcid: 0000-0002-7472-4840
According to our database1,
Ricardo Aler
authored at least 84 papers
between 1998 and 2023.
Collaborative distances:
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Bibliography
2023
A combination of supervised dimensionality reduction and learning methods to forecast solar radiation.
Appl. Intell., June, 2023
Improving Solar Radiation Nowcasts by Blending Data-Driven, Satellite-Images-Based and All-Sky-Imagers-Based Models Using Machine Learning Techniques.
Remote. Sens., May, 2023
Deep neural networks for the quantile estimation of regional renewable energy production.
Appl. Intell., April, 2023
Appl. Soft Comput., January, 2023
2022
Neural Comput. Appl., 2022
Direct estimation of prediction intervals for solar and wind regional energy forecasting with deep neural networks.
Eng. Appl. Artif. Intell., 2022
2021
Supervised data transformation and dimensionality reduction with a 3-layer multi-layer perceptron for classification problems.
J. Ambient Intell. Humaniz. Comput., 2021
Evolutionary-based prediction interval estimation by blending solar radiation forecasting models using meteorological weather types.
Appl. Soft Comput., 2021
2020
Study of Hellinger Distance as a splitting metric for Random Forests in balanced and imbalanced classification datasets.
Expert Syst. Appl., 2020
2018
Evolution of shared grammars for describing simulated spatial scenes with grammatical evolution.
Genet. Program. Evolvable Mach., 2018
Appl. Intell., 2018
Wind Energy Forecasting at Different Time Horizons with Individual and Global Models.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018
Studying the Effect of Measured Solar Power on Evolutionary Multi-objective Prediction Intervals.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018
Proceedings of the Hybrid Artificial Intelligent Systems - 13th International Conference, 2018
2017
Multi-objective evolutionary optimization of prediction intervals for solar energy forecasting with neural networks.
Inf. Sci., 2017
Proceedings of the Advances in Computational Intelligence, 2017
2016
A competence-performance based model to develop a syntactic language for artificial agents.
Inf. Sci., 2016
Machine learning techniques for daily solar energy prediction and interpolation using numerical weather models.
Concurr. Comput. Pract. Exp., 2016
2015
Optimizing the number of electrodes and spatial filters for Brain-Computer Interfaces by means of an evolutionary multi-objective approach.
Expert Syst. Appl., 2015
2014
A Study of Machine Learning Techniques for Daily Solar Energy Forecasting Using Numerical Weather Models.
Proceedings of the Intelligent Distributed Computing VIII, 2014
2013
Investigations into Lamarckism, Baldwinism and Local Search in Grammatical Evolution Guided by Reinforcement.
Comput. Informatics, 2013
Comparing multi-objective and threshold-moving ROC curve generation for a prototype-based classifier.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013
2012
Applying evolution strategies to preprocessing EEG signals for brain-computer interfaces.
Inf. Sci., 2012
Expert Syst. Appl., 2012
2011
Optimization algorithms for large-scale real-world instances of the frequency assignment problem.
Soft Comput., 2011
An Incremental Model of Lexicon Consensus in a Population of Agents by Means of Grammatical Evolution, Reinforcement Learning and Semantic Rules.
Proceedings of the Foundations on Natural and Artificial Computation, 2011
2010
Proceedings of the Artificial Neural Networks - ICANN 2010, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Reinforcement learning of pedagogical policies in adaptive and intelligent educational systems.
Knowl. Based Syst., 2009
Corrigendum "Programming Robosoccer agents by modeling human behavior" [Experts Systems with Applications 36 (2P1) (2009) 1850-1859].
Expert Syst. Appl., 2009
Learning teaching strategies in an Adaptive and Intelligent Educational System through Reinforcement Learning.
Appl. Intell., 2009
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Proceedings of the Intelligent Data Engineering and Automated Learning, 2009
An Experimental Study on Fitness Distributions of Tree Shapes in GP with One-Point Crossover.
Proceedings of the Genetic Programming, 12th European Conference, 2009
Proceedings of the Biomedical Engineering Systems and Technologies, 2009
Improving Classification for Brain Computer Interfaces using Transitions and a Moving Window.
Proceedings of the BIOSIGNALS 2009, 2009
2008
GPPE: a method to generate ad-hoc feature extractors for prediction in financial domains.
Appl. Intell., 2008
Proceedings of the Advances in Artificial Intelligence, 2008
Metaheuristics for solving a real-world frequency assignment problem in GSM networks.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
2007
A Method Based on Genetic Programming for Improving the Quality of Datasets in Classification Problems.
Int. J. Comput. Sci. Appl., 2007
Comput. Artif. Intell., 2007
Proceedings of the IJCAI 2007, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
2006
Projecting Financial Data Using Genetic Programming in Classification and Regression Tasks.
Proceedings of the Genetic Programming, 9th European Conference, 2006
2005
Machine Learning in Hybrid Hierarchical and Partial-Order Planners for Manufacturing Domains.
Appl. Artif. Intell., 2005
Appl. Artif. Intell., 2005
Genetic Programming Based Data Projections for Classification Tasks.
Proceedings of the International Enformatika Conference, 2005
Proceedings of the Computational Intelligence and Bioinspired Systems, 2005
A First Attempt at Constructing Genetic Programming Expressions for EEG Classification.
Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
2004
Comput. Artif. Intell., 2004
Proceedings of the RoboCup 2004: Robot Soccer World Cup VIII, 2004
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004
Learning Content Sequencing in an Educational Environment According to Student Needs.
Proceedings of the Algorithmic Learning Theory, 15th International Conference, 2004
2003
Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003
Semi-Automatic Parsing for Web Knowledge Extraction.
Proceedings of the 21st IASTED International Multi-Conference on Applied Informatics (AI 2003), 2003
2002
Knowl. Based Syst., 2002
Artif. Intell., 2002
Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002
Proceedings of the Foundations of Intelligent Systems, 13th International Symposium, 2002
Proceedings of the Sixth International Conference on Artificial Intelligence Planning Systems, 2002
2001
A Selective Learning Method to Improve the Generalization of Multilayer Feedforward Neural Networks.
Int. J. Neural Syst., 2001
Evol. Comput., 2001
Proceedings of the IEEE International Conference on Systems, 2001
Proceedings of the Connectionist Models of Neurons, 2001
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001
Proceedings of the 13th IEEE International Conference on Tools with Artificial Intelligence, 2001
Proceedings of the 2001 Congress on Evolutionary Computation, 2001
2000
Knowledge Representation Issues in Control Knowledge Learning.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000
1999
1998
Genetic Programming and Deductive-Inductive Learning: A Multi-Strategy Approach.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998
Immediate Transfer of Global Improvements to All Individuals in a Population Compared to Automatically Defined Functions for the EVEN-5, 6-PARITY Problems.
Proceedings of the Genetic Programming, First European Workshop, 1998
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
Proceedings of the Fourth International Conference on Artificial Intelligence Planning Systems, 1998