| Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm JP Donate, X Li, GG Sánchez, AS de Miguel Neural Computing & Applications, 1-10, 0 | 167 | |
| Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble JP Donate, P Cortez, GG Sánchez, AS De Miguel Neurocomputing 109, 27-32, 2013 | 94 | 2013 |
| A human-like TORCS controller for the Simulated Car Racing Championship J Munoz, G Gutierrez, A Sanchis Computational Intelligence and Games (CIG), 2010 IEEE Symposium on, 473-480, 2010 | 79 | 2010 |
| Controller for torcs created by imitation J Munoz, G Gutierrez, A Sanchis 2009 IEEE Symposium on Computational Intelligence and Games, 271-278, 2009 | 70 | 2009 |
| Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution J Peralta, X Li, G Gutierrez, A Sanchis IEEE, 2010 | 49* | 2010 |
| Towards gaze-controlled platform games J Munoz, GN Yannakakis, F Mulvey, DW Hansen, G Gutierrez, A Sanchis 2011 IEEE Conference on Computational Intelligence and Games (CIG'11), 47-54, 2011 | 33 | 2011 |
| An ensemble approach of dual base learners for multi-class classification problems MP Sesmero, JM Alonso-Weber, G Gutierrez, A Ledezma, A Sanchis Information Fusion 24, 122-136, 2015 | 32 | 2015 |
| TIME SERIES FORECASTING. A COMPARATIVE STUDY BETWEEN AN EVOLVING ARTIFICIAL NEURAL NETWORKS SYSTEM AND STATISTICAL METHODS JP Donate, GG Sanchez, AS de Miguel | 31* | |
| A new artificial neural network ensemble based on feature selection and class recoding MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis Neural Computing and Applications 21, 771-783, 2012 | 25 | 2012 |
| A machine consciousness approach to the design of human-like bots R Arrabales, J Muñoz, A Ledezma, G Gutierrez, A Sanchis Believable Bots: Can Computers Play Like People?, 171-191, 2012 | 25 | 2012 |
| Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods M Stepnicka, J Peralta Donate, P Cortez, L Vavricková, ... Atlantis Press, 2011 | 21 | 2011 |
| ADANN: automatic design of artificial neural networks J Peralta, G Gutierrez, A Sanchis Association for Computing Machinery (ACM), 2008 | 19 | 2008 |
| Evolutionary cellular configurations for designing feed-forward neural networks architectures G Gutiérrez, P Isasi, J Molina, A Sanchis, I Galván Connectionist Models of Neurons, Learning Processes, and Artificial …, 2001 | 17 | 2001 |
| Towards imitation of human driving style in car racing games J Muñoz, G Gutierrez, A Sanchis Believable Bots: Can Computers Play Like People?, 289-313, 2012 | 16 | 2012 |
| Multi-objective evolution for car setup optimization J Munoz, G Gutierrez, A Sanchis 2010 UK Workshop on Computational Intelligence (UKCI), 1-5, 2010 | 16 | 2010 |
| Parallelization of an evolving artificial neural networks system to forecast time series using openmp and mpi BP Gonzalez, GG Sánchez, JP Donate, P Cortez, AS de Miguel 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 186-191, 2012 | 14 | 2012 |
| Non-direct encoding method based on cellular automata to design neural network architectures G Gutiérrez Sánchez, MA Sanchis de Miguel, P Isasi, JM Molina López, ... Computing and Informatics 24 (3), 1001-1023, 2005 | 12 | 2005 |
| Handwritten digit recognition with pattern transformations and neural network averaging JM Alonso-Weber, MP Sesmero, G Gutierrez, A Ledezma, A Sanchis Artificial Neural Networks and Machine Learning–ICANN 2013: 23rd …, 2013 | 9 | 2013 |
| Evolutionary techniques in a constraint satisfaction problem: Puzzle Eternity II J Munoz, G Gutierrez, A Sanchis 2009 IEEE Congress on Evolutionary Computation, 2985-2991, 2009 | 9 | 2009 |
| Specialized ensemble of classifiers for traffic sign recognition MP Sesmero, JM Alonso-Weber, G Gutiérrez, A Ledezma, A Sanchis Proceedings of the 9th international work conference on Artificial neural …, 2007 | 9 | 2007 |
Paulo CortezFull Professor, ALGORITMI, Department Information Systems, University of MinhoVerified email at dsi.uminho.pt
