MSTAR::UC3M publications by year

Year 2010 - Year 2009





  • Agapito Ledezma, Ricardo Aler, Araceli Sanchís, Daniel Borrajo, "GA-stacking: Evolutionary stacked generalization". Intelligent Data Analysis 14(1): 89-119 (2010)
  • Loiacono, D.;   Lanzi, P. L.;   Togelius, J.;   Onieva, E.;   Pelta, D. A.;   Butz, M. V.;   Lonneker, T. D.;   Cardamone, L.;   Perez, D.;   Saez, Y.;   Preuss, M.;   Quadflieg, J., "The 2009 Simulated Car Racing Championship" IEEE Transactions on Computational Intelligence and AI in Games Volume 2 Issue 2: 131 - 147, June 2010. ISSN: 1943-068X  Digital Object Identifier: 10.1109/TCIAIG.2010.2050590
  • J.L. Gomez-Barroso, A. Mochon, Y. Saez, C. Feijoo, "The importance of the size of the digital dividend when digital dividend is auctioned". The International Journal of Mobile Communications (IJMC, ISSN 1470-949X)  (Accepted for publication in 2010).  


  • A. Mochon, Y. Saez, J.L. Gomez-Barroso and P. Isasi, "Co-evolutionary Agents in Combinatorial Sealed-bid Auctions for Spectrum Licences markets". Lecture Notes in Economics and Mathematical Systems, Springer. Accepted for conference due September 2010.


  • Aler, Ricardo, Galván, Inés M., Valls, José M. "Evolving spatial and frequency selection filters for brain-computer interfaces". Proceedings of 2010 IEEE World Congress in Computational Intelligence (WCCI 2010), Barcelona, Spain, July 18-23, 2010
  • Sandra García, Ricardo Aler, and Inés M. Galván. "Using Evolutionary Multiobjective Techniques for Imbalanced Classication Data". International Conference on Artificial Neural Networks (ICANN 2010)
  • Alejandro Echeverría, José M. Valls, and Ricardo Aler. "Optimizing Matrix Transformations by means of CMA-ES". Special Session “Real Parameter Optimization: from Benchmarking to Real World Applications” International Conference on Metaheuristics and Nature Inspired Computing (Meta10). Tunisia 27th-31st October 2010
  • A. Mochon, Y. Saez, J.L. Gomez-Barroso, and P. Isasi., "Exploring pricing rules in combinatorial sealed-bid auctions". International Conference on Computing in Finance and Economics (CEF 2010) Society for Computational Economics. July 2010.
  • Y. Saez, A. Mochon, J.L. Gomez-Barroso and P. Isasi, "A Multiobjective Approach for Bidding Recommendations in Combinatorial Auctions". IEEE World Congress on Computational Intelligence (CEC 2010). July 2010.
  • E. Martin, M. Martinez, G. Recio, Y. Saez, "Pac-mAnt: Optimization Based on Ant Colonies Applied to Developing an Agent for Ms. Pac-Man". IEEE Symposium on Computational Intelligence and Games (CIG 2010). August 2010. 



  • E. Martin, M. Martinez, G. Recio y Y. Saez, "Pac-mAnt: Optimización Basada en Colonias de Hormigas aplicada al desarrollo de un agente para Ms. Pac-Man". Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados CEDI 2010 - MAEB'2010
  • M. Martinez, S. Schlottfeldt, S. Priem, Y. Saez, "Algoritmo Multi-objetivo evolutivo basado en interacciones sociales entre poblaciones". IEEE SIMPOSIO DE INTELIGENCIA COMPUTACIONAL CEDI 2010 - SICO'2010. September 2010.






  • Aler, Ricardo, Valls, José María, Camacho, David and López, Alberto  "Programming Robosoccer agents by modeling human behavior". Expert Syst. Appl. 36(2): 1850-1859 (2009)
  •  Cervantes, Alejandro, Galván Inés M., and Isasi Pedro "AMPSO: A New Particle Swarm Method for Nearest Neighborhood Classification". Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, 39(5): 082-1091  (2009)
  • Cervantes, Alejandro, Galván Inés M., and Isasi Pedro, "Michigan Particle Swarm Optimization for Prototype Reduction in Classification Problems". New Generation Computing 27(3): 239-257  (2009)
  • Iglesias, Ana, Martínez, Paloma, Aler, Ricardo, Fernández, Fernando, "Learning teaching strategies in an Adaptive and Intelligent Educational System through Reinforcement Learning". Applied Intelligence. 31(1): 89-106 (2009)
  • Ledezma, Agapito, Aler, Ricardo, Sanchís, Araceli, and Borrajo, Daniel (2009) OMBO: An opponent modeling approach. AI Communications 22(1): 21-35
  • Mendes, Sílvio P., Molina, Guillermo, Vega-Rodríguez, Miguel A., Gómez-Pulido, Juan A., Sáez, Yago, Miranda, Gara, Segura, Carlos, Alba, Enrique, Isasi, Pedro, León, Coromoto and Sánchez-Pérez, Juan M. , "Benchmarking a Wide Spectrum of Meta-Heuristic Techniques for the Radio Network Design Problem". IEEE Transactions on Evolutionary Computation 13(5): 1133-1150 (2009)   



  • Aler, Ricardo, Galván, Inés María and Valls, José María: "Improving Classification for Brain Computer Interfaces using Transitions and a Moving Window". BIOSIGNALS 2009: 65-71  
  • Cuadrado, Daniel, and Saez, Yago. "Chuck Norris Rocks!" IEEE Symposium On Computational Intelligence and Games, 2009. CIG '09. Pp. 69-74, Milano, Italy  
  • Estébanez, César, Aler, Ricardo, Valls, José María and Alonso, Pablo: "An Experimental Study on Fitness Distributions of Tree Shapes in GP with One-Point Crossover". EuroGP 2009: 244-255  
  • Galvan, Ines M. , Valls, Jose M., Lecomte, Nicolas and Isasi, Pedro. "A Lazy Approach for Machine Learning Algorithms". 5th IFIP Conference on Artificial Intelligence Applications & Innovations. AIAI’09. Proceedings Artificial Intelligence Applications and Innovations. Springer. Pp 517- 522.Thessaloniki, Greece. April, 2009  
  • García, S., Luque C., Cervantes A., and Galván I. M. "Multiobjective Algorithms Hybridization to Optimize Broadcasting Parameters in Mobile Ad-hoc Networks", International Conference on Artificial Neural Networks, 06/2009  
  • García-Cuesta, Esteban, Galván, Ines M. and, de Castro, Antonio J. "Discriminant Regression Analysis to Find Homogeneous Structures". 10th International Conference Intelligent Data Engineering and Automated Learning (IDEAL). Proceedings. Lecture Notes in Computer Science Vol 5788, pp 191-199 Springer 2009, Burgos, Spain. September, 2009  
  • García-Cuesta, Esteban, Galván, Inés M., and de Castro, Antonio J. "Supervised clustering via principal component analysis in a retrieval application". International Workshop on Knowledge Discovery from Sensor Data.  ACM, Pages 97-104. Paris, France 2009  
  • León, Coromoto, Miranda, Gara, Segredo, Eduardo, Segura, Carlos, Cervantes, Alejandro, García, Sandra, Luque, Cristóbal, Galván, Inés M., Nebro, Antonio J., Luna, Francisco, Alba, Enrique, Jaraíz-Simón, María Dolores, Gómez-Pulido, Juan Antonio, Vega-Rodríguez, Miguel Ángel. "Optimizing the DFCN Broadcast Protocol with a Parallel Cooperative Strategy of Multi-Objective Evolutionary Algorithms". 5th International Conference devoted to Evolutionary Multi-Criterion Optimization. EMO’09 Proceedings pp 305-319. Nantes, France, April, 2009  
  • Luque del Arco-Calderón, Cristóbal, Quintana, David, Valls, Jose M., and Pedro Isasi. "Two-Layered Evolutionary Forecasting for IPO Underpricing". IEEE Congress on Evolutionary Computation (CEC) , 2009. pp Trondheim, Norway
  • Mochón, A., Sáez, Y., Isasi, P. and Gómez-Barroso, J.L.. "Testing Bidding Strategies in the Clock-Proxy Auction for selling Radio Spectrum: a Genetic Algorithm Approach". IEEE Congress on Evolutionary Computation (CEC) , 2009. Trondheim, Norway  
  • Pérez, Diego, Recio, Gustavo, Sáez, Yago, and Isasi, Pedro. "Evolving a Fuzzy Controller for a Car Racing Competition". IEEE Symposium On Computational Intelligence and Games, 2009. CIG '09. Pp. 263-270, Milano, Italy  
  • Recio, Gustavo, Sáez, Yago and Isasi, Pedro. "Improved accuracy rates of a prototype based classifier using evolutionary computation". 9th International Conference on Intelligent Systems Design and Applications (ISDA2009) Pisa 2009  
  • Valls, José M., and Aler, Ricardo. "Optimizing Data Transformations for Classification Tasks". International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2009). Lecture Notes in Computer Science 5788, Springer 2009 
  • Valls, José M., and Aler, Ricardo. "Optimizing Linear and Quadratic Data Transformations for Classification Tasks". 9th International Conference on Intelligent Systems Design and Applications (ISDA2009) Pisa (2009)


  • García, S., and Galván I. M. "Hibridación de dos Algoritmos Evolutivos para la Optimización de Funciones Multiobjetivo: MOPSO y ESN. MAEB'09, 02/2009   
  • Luque, Cristóbal, Valls, José M., Isasi, Pedro. "Una nueva aproximación evolutiva a la predicción de Series Temporales". First workshop on mining of non-conventional data (MINCODA'09 / CAEPIA-TTIA 2009) Noviembre 2009. Sevilla


  • Mendes, Sílvio P., Gómez-Pulido, Juan A., Vega-Rodríguez, Miguel A., Sánchez-Pérez, Juan M., Sáez, Yago, Isasi, Pedro. "The Radio Network Design Optimization Problem. Benchmarking and State-of-the-Art Solvers". In Biologically-Inspired Optimisation Methods, SCI 210. Springer-Verlag, pp. 219-260 (2009)  
  • Mochón A., Sáez, Y., Quintana, D., and Isasi, P . "Multi-unit auction analysis by means of Agent-Based Computational Economics". In Artificial Economics. Lecture Notes in Economics and Mathematical Systems. Springer. pp. 93-101. (2009)