Search results for "Learning Classifier Systems"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
4	Jaume Bacardit, Michael Stout, Jonathan D. Hirst, Natalio Krasnogor	Data Mining in Proteomics with Learning Classifier Systems.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
4	Larry Bull, Ester Bernadó-Mansilla, John H. Holmes	Learning Classifier Systems in Data Mining: An Introduction.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
4	Hai Huong Dam, Pornthep Rojanavasu, Hussein A. Abbass, Chris Lokan	Distributed Learning Classifier Systems.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
4	Tim Kovacs, Pier Luca Lanzi	A Learning Classifier Systems Bibliography.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
4	Andrea Bonarini, Claudio Bonacina, Matteo Matteucci	Fuzzy and Crisp Representations of Real-Valued Input for Learning Classifier Systems.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
3	Martin V. Butz	Learning classifier systems.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	genetic algorithms, machine learning, reinforcement learning, regression, adaptive systems, learning classifier systems, function approximation, cognitive systems, datamining
3	Mohammad Behdad, Luigi Barone, Tim French, Mohammed Bennamoun	An investigation of real-valued accuracy-based learning classifier systems for electronic fraud detection.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	XCSR, netw ork intrusion detection, learning classifier systems, fraud detection, genetics-based machine learning
3	Mohammad Behdad, Tim French, Luigi Barone, Mohammed Bennamoun	On the problems of using learning classifier systems for fraud detection.	GECCO	2010	DBLP DOI BibTeX RDF	xcsr, learning classifier systems, fraud detection, genetics-based machine learning
3	Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu 0001	Intrusion detection with evolutionary learning classifier systems.	Natural Computing	2009	DBLP DOI BibTeX RDF	Learning classifier systems, XCS, LCS, Intrusion, UCS
3	Karthik Kuber, Chilukuri K. Mohan	Biasing evolving generations in learning classifier systems using information theoretic measures.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	biased evolution, genetic algorithms, information theory, learning classifier systems, xcs, sufficiency
3	Jan Drugowitsch, Alwyn Barry	A formal framework and extensions for function approximation in learning classifier systems.	Machine Learning	2008	DBLP DOI BibTeX RDF	Kalman filter, Learning classifier systems, Function approximation
3	Kreangsak Tamee, Larry Bull, Ouen Pinngern	Towards Clustering with Learning Classifier Systems.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
3	Albert Orriols-Puig, Ester Bernadó-Mansilla	Mining Imbalanced Data with Learning Classifier Systems.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
3	Maximiliano Tabacman, Natalio Krasnogor, Jaume Bacardit, Irene Loiseau	Learning classifier systems for optimisation problems: a case study on fractal travelling salesman problem.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	optimization, machine learning, traveling-salesman-problem, learning-classifier-systems
3	Olivier Sigaud, Stewart W. Wilson	Learning classifier systems: a survey.	Soft Comput.	2007	DBLP DOI BibTeX RDF	Reinforcement learning, Generalization, Learning classifier systems
3	Jaume Bacardit, Ester Bernadó-Mansilla, Martin V. Butz	Learning Classifier Systems: Looking Back and Glimpsing Ahead.	IWLCS	2007	DBLP DOI BibTeX RDF
3	Renan C. Moioli, Patrícia Amâncio Vargas, Fernando J. Von Zuben	Analysing Learning Classifier Systems in Reactive and Non-reactive Robotic Tasks.	IWLCS	2007	DBLP DOI BibTeX RDF
3	Jaume Bacardit, Michael Stout, Natalio Krasnogor, Jonathan D. Hirst, Jacek Blazewicz	Coordination number prediction using learning classifier systems: performance and interpretability.	GECCO	2006	DBLP DOI BibTeX RDF	coordination number prediction, evolutionary algorithms, bioinformatics, learning classifier systems, rule induction, protein structure prediction
3	Xavier Llorà, Kumara Sastry	Fast rule matching for learning classifier systems via vector instructions.	GECCO	2006	DBLP DOI BibTeX RDF	fast rule matching, learning classifier systems, Altivec, vector operations, SSE2
3	Javier G. Marín-Blázquez, Sonia Schulenburg	Multi-step environment learning classifier systems applied to hyper-heuristics.	GECCO	2006	DBLP DOI BibTeX RDF	evolutionary computation, heuristics, learning classifier systems, soft computing, hyper-heuristics
3	Toby O'Hara, Larry Bull	Backpropagation in Accuracy-Based Neural Learning Classifier Systems.	IWLCS	2005	DBLP DOI BibTeX RDF
3	Albert Orriols-Puig, Ester Bernadó-Mansilla	The class imbalance problem in learning classifier systems: a preliminary study.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	genetic algorithms, machine learning, evolutionary computation, learning classifier systems, class imbalance
3	Ali Hamzeh, Adel Rahmani	A Fuzzy System to Control Exploration Rate in XCS.	IWLCS	2005	DBLP DOI BibTeX RDF	Adaptive Exploration Rate, Learning Classifier Systems, Exploration, XCS, Exploitation
3	Patrícia Amâncio Vargas, Leandro Nunes de Castro, Fernando J. Von Zuben	Mapping Artificial Immune Systems into Learning Classifier Systems.	IWLCS	2002	DBLP DOI BibTeX RDF
3	Samuel Landau, Sébastien Picault, Olivier Sigaud, Pierre Gérard	Further Comparison between ATNoSFERES and XCSM.	IWLCS	2002	DBLP DOI BibTeX RDF	perceptual aliazing, internal state generalization, ATN1, Evolutionary Algorithms, Learning Classifier Systems
3	Patrícia Amâncio Vargas, Christiano Lyra Filho, Fernando J. Von Zuben	On-Line Approach for Loss Reduction in Electric Power Distribution Networks Using Learning Classifier Systems.	IWLCS	2001	DBLP DOI BibTeX RDF
3	Ester Bernadó i Mansilla, Xavier Llorà, Josep Maria Garrell i Guiu	XCS and GALE: A Comparative Study of Two Learning Classifier Systems on Data Mining.	IWLCS	2001	DBLP DOI BibTeX RDF
3	Luis Miramontes Hercog, Terence C. Fogarty	Social Simulation Using a Multi-agent Model Based on Classifier Systems: The Emergence of Vacillating Behaviour in the "El Farol" Bar Problem.	IWLCS	2001	DBLP DOI BibTeX RDF	El Farol Bar problem, Multi-agent Systems, Learning Classifier Systems, XCS, emergent behaviour
3	Keiki Takadama, Takao Terano, Katsunori Shimohara	Learning Classifier Systems Meet Multiagent Environments.	IWLCS	2000	DBLP DOI BibTeX RDF	learning classifier syst em, non-Markov environment, multiagent system, organizational learning
3	Tim Kovacs	Strength or Accuracy? Fitness Calculation in Learning Classifier Systems.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF	strong overgeneral classifiers, biased reward functions, accuracy-based fitness, complete covering maps, exploration, XCS
3	John H. Holmes	Learning Classifier Systems Applied to Knowledge Discovery in Clinical Research Databases.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
3	Shaun Saxon, Alwyn Barry	XCS and the Monk's Problems.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
3	Andrea Bonarini	An Introduction to Learning Fuzzy Classifier Systems.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
3	Pier Luca Lanzi, Rick L. Riolo	A Roadmap to the Last Decade of Learning Classifier System Research.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
3	Sonia Schulenburg, Peter Ross	An Adaptive Agent Based Economic Model.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
2	Gilles Énée, Mathias Péroumalnaïk	Speedup character-based matching in learning classifier systems with Xor.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	learning classifier system, matching algorithm
2	Karthik Kuber, Chilukuri K. Mohan	Information theoretic fitness measures for learning classifier systems.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	genetic algorithms, information theory, quality, learning classifier systems, XCS, sufficiency
2	Mathias Péroumalnaïk, Gilles Énée	Prediction using Pittsburgh learning classifier systems: APCS use case.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	Pittsburgh learning classifier systems, apcs, classification, segmentation, map
2	Anthony Knittel	An activation reinforcement based classifier system for balancing generalisation and specialisation (ARCS).	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	accessibility, reinforcement learning, memory, learning classifier systems, concepts
2	Albert Orriols-Puig, Xavier Llorà, David E. Goldberg	How XCS deals with rarities in domains with continuous attributes.	GECCO	2010	DBLP DOI BibTeX RDF	small disjuncts, learning classifier systems, genetic-based machine learning, class imbalance problem
2	Marc Métivier, Claude Lattaud	Imitation guided learning in learning classifier systems.	Natural Computing	2009	DBLP DOI BibTeX RDF	ZCS, Learning classifier system, XCS, Imitation, ACS
2	Pier Luca Lanzi	Learning classifier systems.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	machine learning, reinforcement learning, rule-based systems, genetics-based machine learning
2	Lei Liu, Stefan Thanheiser, Hartmut Schmeck	Assessing complexity of service-oriented computing using learning classifier systems.	SAC	2009	DBLP DOI BibTeX RDF	simulation, service-oriented architecture, complexity, experiment, learning classifier systems, service-oriented computing, complexity measurement
2	Albert Orriols-Puig, Jorge Casillas	Evolution of Interesting Association Rules Online with Learning Classifier Systems.	IWLCS	2009	DBLP DOI BibTeX RDF
2	Pier Luca Lanzi, Daniele Loiacono	Speeding Up Matching in Learning Classifier Systems Using CUDA.	IWLCS	2009	DBLP DOI BibTeX RDF
2	Richard Preen, Larry Bull	Discrete dynamical genetic programming in XCS.	GECCO	2009	DBLP DOI BibTeX RDF	random boolean networks, reinforcement learning, learning classifier systems, self-adaptation, xcs
2	Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà	On the scalability of XCS(F).	GECCO	2009	DBLP DOI BibTeX RDF	lwpr, learning classifier systems, xcs, function approximation, recursive least squares
2	Zhanna V. Zatuchna, Anthony J. Bagnall	A learning classifier system for mazes with aliasing clones.	Natural Computing	2009	DBLP DOI BibTeX RDF	Associative perception, Navigation, Learning Classifier Systems, Aliasing, Learning agents, Maze
2	Olivier Sigaud, Martin V. Butz, Olga Kozlova, Christophe Meyer	Anticipatory Learning Classifier Systems and Factored Reinforcement Learning.	ABiALS	2008	DBLP DOI BibTeX RDF
2	Martin V. Butz	Learning classifier systems.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	reinforcement learning, learning classifier systems, markov decision process, xcs, recursive least squares
2	Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, Daniele Loiacono	An analysis of matching in learning classifier systems.	GECCO	2008	DBLP DOI BibTeX RDF	matching, XCS, LCS, RL
2	Yuji Sato, Ryosuke Suzuki, Yosuke Akatsuka	Dependencies on player formation in event-driven hybrid learning classifier systems for soccer video games.	GECCO	2008	DBLP DOI BibTeX RDF	real-time learning, soccer game, learning classifier systems, video-game, event-driven
2	Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla	First approach toward on-line evolution of association rules with learning classifier systems.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	genetic algorithms, association rules, unsupervised learning, learning classifier systems
2	Christopher Stone, Larry Bull	Foreign Exchange Trading Using a Learning Classifier System.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
2	William N. L. Browne	Improving Evolutionary Computation Based Data-Mining for the Process Industry: The Importance of Abstraction.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
2	Albert Orriols-Puig, Jorge Casillas, Ester Bernadó-Mansilla	A Comparative Study of Several Genetic-Based Supervised Learning Systems.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
2	Faten Kharbat, Mohammed Odeh, Larry Bull	Knowledge Discovery from Medical Data: An Empirical Study with XCS.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
2	Avinash Gandhe, Ssu-Hsin Yu, Raman K. Mehra, Robert Elliott Smith	XCS for Fusing Multi-Spectral Data in Automatic Target Recognition.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
2	Olgierd Unold	Inducing Regular Languages Using Grammar-Based Classifier System.	ICGI	2008	DBLP DOI BibTeX RDF	FSA Induction, Learning Classifier Systems, Grammatical Inference
2	José Abdón Ramírez-Ruiz, Manuel Valenzuela-Rendón, Hugo Terashima-Marín	QFCS: A Fuzzy LCS in Continuous Multi-step Environments with Continuous Vector Actions.	PPSN	2008	DBLP DOI BibTeX RDF	Fuzzy Classifier Systems, Induction Theory, Genetic Algorithm, Fuzzy Logic, Learning Classifier Systems
2	Martin V. Butz	Learning classifier systems.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	ALCS, classification, prediction, reinforcement learning, XCS, function approximation
2	Martin V. Butz	Combining Gradient-Based With Evolutionary Online Learning: An Introduction to Learning Classifier Systems.	HIS	2007	DBLP DOI BibTeX RDF
2	Larry Bull, Toby O'Hara, Pier Luca Lanzi	Anticipation mappings for learning classifier systems.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
2	Daniel Voigt, Henry Wirth, Werner Dilger	A Computational Model for the Cognitive Immune System Theory Based on Learning Classifier Systems.	ICARIS	2007	DBLP DOI BibTeX RDF	Cognitive Immune System, Cytokines, Modelling, Learning Classifier Systems, Degeneracy
2	Charalambos Ioannides, Will N. Browne	Investigating Scaling of an Abstracted LCS Utilising Ternary and S-Expression Alphabets.	IWLCS	2007	DBLP DOI BibTeX RDF
2	Larry Bull	On Lookahead and Latent Learning in Simple LCS.	IWLCS	2007	DBLP DOI BibTeX RDF
2	Daniele Loiacono, Jan Drugowitsch, Alwyn Barry, Pier Luca Lanzi	Analysis and Improvements of the Classifier Error Estimate in XCSF.	IWLCS	2007	DBLP DOI BibTeX RDF
2	Robert Elliott Smith, Max Kun Jiang	A Learning Classifier System with Mutual-Information-Based Fitness.	IWLCS	2007	DBLP DOI BibTeX RDF	explanatory power, machine learning, Evolutionary computation, information theory, mutual information, supervised learning, learning classifier systems, protein structure prediction
2	Will N. Browne, Charalambos Ioannides	Investigating scaling of an abstracted LCS utilising ternary and s-expression alphabets.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	abstraction, learning classifier systems
2	Jan Drugowitsch, Alwyn Barry	Mixing independent classifiers.	GECCO	2007	DBLP DOI BibTeX RDF	learning classifier systems, information fusion
2	Tim Kovacs, Larry Bull	Toward a better understanding of rule initialisation and deletion.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	fitness initialisation, learning classifier systems, XCS, deletion, steady state genetic algorithms
2	James A. R. Marshall, Gavin Brown, Tim Kovacs	Bayesian estimation of rule accuracy in UCS.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	discounting, inexperience, learning classifier systems, bayesian estimation, UCS
2	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi, Kumara Sastry	Problem solution sustenance in XCS: Markov chain analysis of niche support distributions and the impact on computational complexity.	Genetic Programming and Evolvable Machines	2007	DBLP DOI BibTeX RDF	Solution sustenance, Learning classifier systems, XCS, Mutation, LCS, Niching, Markov chain analysis
2	Ester Bernadó i Mansilla, Xavier Llorà, Ivan Traus	Multi-objective Learning Classifier Systems.	Multi-Objective Machine Learning	2006	DBLP DOI BibTeX RDF
2	James A. R. Marshall, Tim Kovacs	A representational ecology for learning classifier systems.	GECCO	2006	DBLP DOI BibTeX RDF	GBML, hyperspheres, representation, learning classifier systems, XCS, bias, hyperplanes, No Free Lunch
2	Davide Aliprandi, Alex Mancastroppa, Matteo Matteucci	A Bayesian approach to learning classifier systems in uncertain environments.	GECCO	2006	DBLP DOI BibTeX RDF	Bayesian Q-learning, exploration strategy, value of information, learning classifier systems, XCS
2	Stéphane Sanchez, Hervé Luga, Yves Duthen	Learning Classifier Systems and Behavioural Animation of Virtual Characters.	IVA	2006	DBLP DOI BibTeX RDF
2	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems.	IEEE Trans. Evolutionary Computation	2005	DBLP DOI BibTeX RDF
2	Jaume Bacardit, Martin V. Butz	Data Mining in Learning Classifier Systems: Comparing XCS with GAssist.	IWLCS	2005	DBLP DOI BibTeX RDF
2	Yuji Sato, Ryutaro Kanno	Event-driven learning classifier systems for online soccer games.	GECCO	2005	DBLP DOI BibTeX RDF	real-time learning, soccer game, learning classifier systems, video-game, event-driven
2	An-Pin Chen, Mu-Yen Chen	An Implementation of Learning Classifier Systems for Rule-Based Machine Learning.	KES	2005	DBLP DOI BibTeX RDF
2	Arnaud Quirin, Jerzy J. Korczak, Martin V. Butz, David E. Goldberg	Analysis and Evaluation of Learning Classifier Systems applied to Hyperspectral Image Classification.	ISDA	2005	DBLP DOI BibTeX RDF
2	John H. Holmes, Jennifer A. Sager	The EpiXCS Workbench: A Tool for Experimentation and Visualization.	IWLCS	2005	DBLP DOI BibTeX RDF
2	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Effect of Pure Error-Based Fitness in XCS.	IWLCS	2005	DBLP DOI BibTeX RDF
2	David Wyatt, Larry Bull, Ian C. Parmee	Using XCS to Describe Continuous-Valued Problem Spaces.	IWLCS	2005	DBLP DOI BibTeX RDF
2	Albert Orriols-Puig, Ester Bernadó-Mansilla	The Class Imbalance Problem in UCS Classifier System: A Preliminary Study.	IWLCS	2005	DBLP DOI BibTeX RDF
2	Jaume Bacardit, Josep Maria Garrell i Guiu	Bloat Control and Generalization Pressure Using the Minimum Description Length Principle for a Pittsburgh Approach Learning Classifier System.	IWLCS	2005	DBLP DOI BibTeX RDF
2	Javier G. Marín-Blázquez, Sonia Schulenburg	A Hyper-Heuristic Framework with XCS: Learning to Create Novel Problem-Solving Algorithms Constructed from Simpler Algorithmic Ingredients.	IWLCS	2005	DBLP DOI BibTeX RDF
2	Jaume Bacardit	Analysis of the initialization stage of a Pittsburgh approach learning classifier system.	GECCO	2005	DBLP DOI BibTeX RDF	evolutionary algorithms, learning classifier systems, rule induction
2	William N. L. Browne, Dan Scott	An abstraction agorithm for genetics-based reinforcement learning.	GECCO	2005	DBLP DOI BibTeX RDF	abstraction, learning classifier systems, genetics-based machine learning
2	Martin V. Butz, Martin Pelikan, Xavier Llorà, David E. Goldberg	Extracted global structure makes local building block processing effective in XCS.	GECCO	2005	DBLP DOI BibTeX RDF	building block processing, decomposable classification problems, extended compact GA, learning classifier systems, estimation of distribution algorithms, bayesian optimization algorithm
2	Renato Reder Cazangi, Fernando J. Von Zuben, Maurício F. Figueiredo	Autonomous navigation system applied to collective robotics with ant-inspired communication.	GECCO	2005	DBLP DOI BibTeX RDF	ant stigmergy, learning classifier systems, autonomous navigation, collective robotics
2	Ali Hamzeh, Adel Rahmani	Intelligent exploration method for XCS.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	adaptive exploration rate, learning classifier systems, exploration, XCS, exploitation
2	Ramón Alfonso Palacios-Durazo, Manuel Valenzuela-Rendón	Similarities Between Co-evolution and Learning Classifier Systems and Their Applications.	GECCO	2004	DBLP DOI BibTeX RDF
2	Chung-Yuan Huang, Chuen-Tsai Sun	Parameter Adaptation within Co-adaptive Learning Classifier Systems.	GECCO	2004	DBLP DOI BibTeX RDF
2	Luis Miramontes Hercog	Co-evolutionary Agent Self-Organization for City Traffic Congestion Modeling.	GECCO	2004	DBLP DOI BibTeX RDF	Road traffic self-organization, Learning Classifier Systems, XCS, Emergent behavior, heterogeneous agents
2	Tim Kovacs	Learning classifier systems resources.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Learning classifier systems
2	Pier Luca Lanzi	Learning classifier systems from a reinforcement learning perspective.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Genetic algorithms, Reinforcement learning, XCS, Q-learning
2	Larry Bull, Matthew Studley	Consideration of Multiple Objectives in Neural Learning Classifier Systems.	PPSN	2002	DBLP DOI BibTeX RDF
2	Tim Kovacs	The 2003 Learning Classifier Systems Bibliography.	IWLCS	2002	DBLP DOI BibTeX RDF