Search results for "XCS"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	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
1	Clemens Lode, Urban Richter, Hartmut Schmeck	Adaption of XCS to multi-learner predator/prey scenarios.	GECCO	2010	DBLP DOI BibTeX RDF	coordination task, non-markovian environments, xcs, evolutionary learning, multi-agent learning, agent cooperation
1	Ryan J. Urbanowicz, Jason H. Moore	The application of michigan-style learning classifiersystems to address genetic heterogeneity and epistasisin association studies.	GECCO	2010	DBLP DOI BibTeX RDF	gene association study, genetic heterogeneity, snp, genetic algorithm, learning classifier system, xcs, genetics-based machine learning, epistasis, ucs, mcs
1	Hristo Bojinov, Elie Bursztein, Dan Boneh	XCS: cross channel scripting and its impact on web applications.	ACM Conference on Computer and Communications Security	2009	DBLP DOI BibTeX RDF	embedded web servers, xss, xcs, web security, embedded devices
1	Martin V. Butz, Gerulf K. M. Pedersen, Patrick O. Stalph	Learning sensorimotor control structures with XCSF: redundancy exploitation and dynamic control.	GECCO	2009	DBLP DOI BibTeX RDF	lwpr, learning classifier systems, dynamic systems, XCS, function approximation, recursive least squares
1	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
1	Drew Mellor, Steven P. Nicklin	A population-based approach to finding the matchset of a learning classifier system efficiently.	GECCO	2009	DBLP DOI BibTeX RDF	efficient matching, learning classifier systems, xcs, lcs
1	Richard Preen	An XCS approach to forecasting financial time series.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	learning classifier systems, xcs, computational finance
1	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
1	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
1	Wen-Chih Tsai, Chiung-Fen Huang, An-Pin Chen	Using Extended Classifier System for Portfolio Allocation of MSCI Index Component Stocks.	NCM	2009	DBLP DOI BibTeX RDF	MSCI Taiwan Index Component Stock, Reinforcement Learning, XCS, Financial Forecasting
1	Kuang-Yuan Chen, Peter A. Lindsay	Feedback of Delayed Rewards in XCS for Environments with Aliasing States.	ACAL	2009	DBLP DOI BibTeX RDF	aliasing states problem, credit assignment, maze problems, Learning Classifier Systems, XCS
1	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
1	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
1	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
1	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
1	Martin V. Butz, Patrick O. Stalph, Pier Luca Lanzi	Self-adaptive mutation in XCSF.	GECCO	2008	DBLP DOI BibTeX RDF	self-adaptation, XCS, mutation, LCS
1	Gilles Énée, Mathias Péroumalnaïk	Adapted Pittsburgh classifier system: building accurate strategies in non markovian environments.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	APCS, non markovian multistep environment, strategy, XCS, classifier system
1	Maciej Troc, Olgierd Unold	Self-Adaptation of Parameters in a XCS-Based Ensemble Machine.	HIS	2008	DBLP DOI BibTeX RDF	Ensemble Machine, Learning Classifier System, XCS
1	Liangdong Shi, Yang Gao 0001, Lei Wu, Lin Shang	Clustering with XCS on Complex Structure Dataset.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF	genetic algorithm, clustering, reinforcement learning, XCS
1	Thach Huy Nguyen, Sombut Foitong, Phaitoon Srinil, Ouen Pinngern	Towards Adapting XCS for Imbalance Problems.	PRICAI	2008	DBLP DOI BibTeX RDF	Imbalance problem, Genetic Algorithm, Classification, Learning Classifier System, XCS
1	Larry Bull, Ivan S. Uroukov	Initial results from the use of learning classifier systems to control in vitro neuronal networks.	GECCO	2007	DBLP DOI BibTeX RDF	multi-electrode array, XCS, unconventional computation
1	Martin V. Butz	Learning classifier systems.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	ALCS, classification, prediction, reinforcement learning, XCS, function approximation
1	Hong-Wei Chen, Ying-Ping Chen	Introducing fault tolerance to XCS.	GECCO	2007	DBLP DOI BibTeX RDF	XCS/FT, data mining, fault tolerance, XCS, LCS
1	Matthew Gershoff, Sonia Schulenburg	Collective behavior based hierarchical XCS.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	CB-HXCS, classifier, voting, XCS, multiplexer, information exchange, collective behavior
1	Faten Kharbat, Larry Bull, Mohammed Odeh	Mining breast cancer data with XCS.	GECCO	2007	DBLP DOI BibTeX RDF	genetic algorithm, data mining, classification, learning classifier systems, XCS, medical informatics
1	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
1	Pier Luca Lanzi, Martin V. Butz, David E. Goldberg	Empirical analysis of generalization and learning in XCS with gradient descent.	GECCO	2007	DBLP DOI BibTeX RDF	generalization, XCS, gradient descent, LCS, RL
1	Pier Luca Lanzi, Daniele Loiacono	Classifier systems that compute action mappings.	GECCO	2007	DBLP DOI BibTeX RDF	action mappings, XCS, LCS
1	Pier Luca Lanzi, Stefano Rocca, Stefania Solari	An approach to analyze the evolution of symbolic conditions in learning classifier systems.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	symbolic conditions, representation, XCS, LCS
1	Daniele Loiacono, Andrea Marelli, Pier Luca Lanzi	Support vector regression for classifier prediction.	GECCO	2007	DBLP DOI BibTeX RDF	computed prediction, genetic algorithms, support vector machines, learning classifier systems, XCS
1	Albert Orriols-Puig, Kumara Sastry, Pier Luca Lanzi, David E. Goldberg, Ester Bernadó-Mansilla	Modeling selection pressure in XCS for proportionate and tournament selection.	GECCO	2007	DBLP DOI BibTeX RDF	proportionate selection, XCS, LCS, tournament selection
1	Anil Shankar, Sushil J. Louis, Sergiu Dascalu, Ramona Houmanfar, Linda J. Hayes	XCS for adaptive user-interfaces.	GECCO	2007	DBLP DOI BibTeX RDF	genetic algorithms, data mining, learning classifier systems, XCS
1	Robert Elliott Smith, Max Kun Jiang	MILCS: a mutual information learning classifier system.	GECCO	2007	DBLP DOI BibTeX RDF	information theory, mutual information, learning classifier systems, XCS, LCS, structural learning
1	Sor Ying (Byron) Wong, Sonia Schulenburg	Portfolio allocation using XCS experts in technical analysis, market conditions and options market.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	reinforcement learning, economics, learning classifier system, XCS, finance, computational finance, options
1	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
1	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
1	Martin V. Butz, Pier Luca Lanzi, Stewart W. Wilson	Hyper-ellipsoidal conditions in XCS: rotation, linear approximation, and solution structure.	GECCO	2006	DBLP DOI BibTeX RDF	locally weighted learning, genetic algorithms, XCS, function approximation, LCS, recursive least squares
1	Martin V. Butz, Martin Pelikan	Studying XCS/BOA learning in Boolean functions: structure encoding and random Boolean functions.	GECCO	2006	DBLP DOI BibTeX RDF	Bayesian networks, reinforcement learning, learning classifier systems, XCS
1	Hong-Wei Chen, Ying-Ping Chen	FTXI: fault tolerance XCS in integer.	GECCO	2006	DBLP DOI BibTeX RDF	integer representation, data mining, fault tolerance, classification, XCS
1	Pier Luca Lanzi, Daniele Loiacono	Standard and averaging reinforcement learning in XCS.	GECCO	2006	DBLP DOI BibTeX RDF	XCS, gradient descent, LCS, RL
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Prediction update algorithms for XCSF: RLS, Kalman filter, and gain adaptation.	GECCO	2006	DBLP DOI BibTeX RDF	prediction update, Kalman filter, XCS, LCS
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Classifier prediction based on tile coding.	GECCO	2006	DBLP DOI BibTeX RDF	tile coding, XCS, LCS, RL
1	Pier Luca Lanzi, Stewart W. Wilson	Using convex hulls to represent classifier conditions.	GECCO	2006	DBLP DOI BibTeX RDF	representation, convex hulls, XCS, LCS
1	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
1	Martin V. Butz	Kernel-based, ellipsoidal conditions in the real-valued XCS classifier system.	GECCO	2005	DBLP DOI BibTeX RDF	piece-wise linear approximation, radial bases, learning classifier systems, XCS, function approximation, GAs
1	Hai Huong Dam, Hussein A. Abbass, Chris Lokan	Be real! XCS with continuous-valued inputs.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	interval representation, ternary representation, learning classifier system, XCS
1	Hai Huong Dam, Hussein A. Abbass, Chris Lokan	DXCS: an XCS system for distributed data mining.	GECCO	2005	DBLP DOI BibTeX RDF	learning classifier system, XCS, MDL, distributed data mining
1	Jan Drugowitsch, Alwyn Barry	XCS with eligibility traces.	GECCO	2005	DBLP DOI BibTeX RDF	eligibility traces, XCS, q-learning, LCS, temporal-difference learning
1	Albert C. Esterline, Chafic BouSaba, Abdollah Homaifar, Dan Rodgers	A framework for learning coordinated behavior.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	coordinated behavior, parts/whole statecharts, semantics, XCS
1	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
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	XCS with computed prediction in multistep environments.	GECCO	2005	DBLP DOI BibTeX RDF	generalization, XCS, LCS, RL
1	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	Extending XCSF beyond linear approximation.	GECCO	2005	DBLP DOI BibTeX RDF	XCS, function approximation, least squares, LCS
1	Drew Mellor	Policy transfer with a relational learning classifier system.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	blocks world, policy transfer, learning classifier system, first order logic, XCS, relational learning
1	Drew Mellor	A first order logic classifier system.	GECCO	2005	DBLP DOI BibTeX RDF	blocks world, learning classifier system, first order logic, Xcs, relational learning, poker
1	Alessandro Passaro, Flavio Baronti, Valentina Maggini	Exploring relationships between genotype and oral cancer development through XCS.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	genetic data, oral cancer, decision trees, learning classifier systems, XCS
1	Neera P. Sood, Ashley G. Williams, Kenneth A. De Jong	Evaluating the XCS learning classifier system in competitive simultaneous learning environments.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	machine learning, reinforcement learning, XCS, LCS, prediction accuracy
1	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
1	Martin V. Butz, Kumara Sastry, David E. Goldberg	Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection.	Genetic Programming and Evolvable Machines	2005	DBLP DOI BibTeX RDF	learning classifier systems, XCS, genetics based machine learning, tournament selection
1	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
1	Alwyn Barry	The stability of long action chains in XCS.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Action-chain, XCS, Generalisation
1	Martin Butz, Stewart W. Wilson	An algorithmic description of XCS.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Algorithm, XCS, Classifier system
1	Tim Kovacs	What should a classifier system learn and how should we measure it?	Soft Comput.	2002	DBLP DOI BibTeX RDF	Learning metrics, Minimisation of expressions, Boolean functions, Representation, XCS, Classifier systems
1	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
1	Andy Tomlinson, Larry Bull	An accuracy based corporate classifier system.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Rule-linkage, Multi-step tasks, Non-Markov tasks, XCS, Corporations
1	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
1	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