Speeding-up Pittsburgh Learning Classifier Systems: Modeling Time and Accuracy
Jaume Bacardit, David E. Goldberg, Martin V. Butz, Xavier Llorà and Josep M. Garrell
8th International Conference on Parallel Problem Solving from Nature - PPSN VIII(to appear)
Online adaptation in Learning Classifier Systems: Stream Data Mining
Abbass, H.A., Bacardit, J., Butz, M.V., Llorà, X.
IEEE Transactions on System, Man and Cybernetics, Part B. (submitted)
Data Mining in Learning Classifier Systems: Comparing XCS with GAssist
Jaume Bacardit and Martin V. Butz
Seventh International Workshop on Learning Classifier Systems (IWLCS-2004) iwlcs2004b.ps.gz
Improving the Performance of a Pittsburgh Learning Classifier System Using a Default Rule
Jaume Bacardit, David E. Goldberg and Martin V. Butz
Seventh International Workshop on Learning Classifier Systems (IWLCS-2004) iwlcs2004.ps.gz
Analysis and improvements of the Adaptive Discretization Intervals knowledge representation
Jaume Bacardit and Josep M. Garrell
Genetic and Evolutionary Computation Conference 2004, GECCO'04 gecco2004.ps.gz
Experimental Evaluation of Discretization Schemes for Rule Induction
Jesus Aguilar--Ruiz, Jaume Bacardit and Federico Divina
Genetic and Evolutionary Computation Conference 2004, GECCO'04 gecco2004b.ps.gz
Combinando multiples discretizadores para aprendizaje de reglas evolutivo con enfoque de Pittsburgh
Jaume Bacardit, Josep M. Garrell and Pere Miralles
Proceedings of the "Tercer Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados", pages 192-202 maeb04.ps.gz
2003
Comparison of training set reduction techniques for Pittsburgh approach Genetic Classifier Systems
Jaume Bacardit and Josep M. Garrell
X Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA2003) caepia2003.ps.gz
Bloat control and generalization pressure using the minimum description length principle for a Pittsburgh approach Learning Classifier System
Jaume Bacardit and Josep M. Garrell
Sixth International Workshop on Learning Classifier Systems (IWLCS-2003)
Chicago, July 2003 iwlcs03.ps.gz
Evolving multiple discretizations with adaptive intervals for a Pittsburgh Rule-Based Learning Classifier System
Jaume Bacardit and Josep M. Garrell
Genetic and Evolutionary Computation Conference 2003, GECCO'03
Lecture Notes in Computer Science 2724, pages 1818--1831, Springer-Verlag gecco03.ps.gz
Incremental Learning for Pittsburgh Approach Classifier Systems
Jaume Bacardit and Josep M. Garrell
Proceedings of the "Segundo Congreso Español de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados", pages 303-311 maeb03.ps.gz
2002
Evolution of Multi-Adaptive Discretization Intervals for a Rule-Based Genetic Learning System
Jaume Bacardit and Josep M. Garrell
Proceedings of the 7th Iberoamerican Conference on Artificial Intelligence (IBERAMIA2002)
LNAI vol. 2527, pages 350-360, Springer iberamia02.ps.gz
The role of interval initialization in a GBML system with rule representation
and adaptive discrete intervals
Jaume Bacardit and Josep M. Garrell
Proceedings of the 5th Catalan Conference on Artificial Intelligence
(CCIA'2002)
LNAI vol. 2504, pages 184-195, Springer ccia2002.ps.gz
Evolution of Adaptive Discretization Intervals for a Rule-Based Genetic Learning System
Jaume Bacardit and Josep M. Garrell
Proceedings of the 4th Genetic and Evolutionary Computation converence (GECCO-2002) page 677 (poster page)
gecco2002_abstract_page.ps.gz
Métodos de generalización para sistemas clasificadores
de Pittsburgh
Jaume Bacardit and Josep M. Garrell
Proceedings of the "Primer Congreso Español de Algoritmos Evolutivos y
Bioinspirados (AEB'02)", pages 486-493
aeb02_bacardit+garrell.ps.gz(spanish)
2001
¿Cómo predecir la evolución del alumno?
David Vernet, Maria Salamó, Carles Vallespí, Joan Camps,
Elisabet Golobardes y Jaume Bacardit.
VII Jornadas sobre Enseñazas Universitarias de Informática (JENUI2001),
pp. 335-340 davejenui2001.doc(spanish)
2000
Genetic Classifier System as a heuristic weighting method for a
Case-Based Classifier System
Elisabet Golobardes, Xavier Llorà, Josep Maria Garrell,
David Vernet and Jaume Bacardit
Butlletí de l'Associació Catalana l'Intel.ligència
Artificial, volume=22, pp. 132-141 golobardes_ccia2000.pdf
Creació d'un assistent digital per la predicció del fracàs
acadèmic basat en Computació Evolutiva
Jaume Bacardit
Computer Science Engineering Degree Thesis memoriaPFCjbacardit.ps.gz
Software
Here you can find the software i did for my
Technical Engineer in Computer Science Degree. It is an educational program
which shows how the Genetic Algorithms work applied to function optimization
problems. Catalan version only
