Search results for "XCS"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
189	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
141	Phillip William Dixon, David Corne, Martin J. Oates	A Preliminary Investigation of Modified XCS as a Generic Data Mining Tool.	IWLCS	2001	DBLP DOI BibTeX RDF
135	Pier Luca Lanzi, Daniele Loiacono	Standard and averaging reinforcement learning in XCS.	GECCO	2006	DBLP DOI BibTeX RDF	XCS, gradient descent, LCS, RL
116	Albert Orriols-Puig, Ester Bernadó-Mansilla	Bounding XCS's parameters for unbalanced datasets.	GECCO	2006	DBLP DOI BibTeX RDF	genetic algorithms, machine learning, evolutionary computation, learning classifier systems, class imbalance
116	Ester Bernadó-Mansilla, Tin Kam Ho	Domain of competence of XCS classifier system in complexity measurement space.	IEEE Trans. Evol. Comput.	2005	DBLP DOI BibTeX RDF
111	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
111	Alwyn Barry	The stability of long action chains in XCS.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Action-chain, XCS, Generalisation
104	Albert Orriols-Puig, David E. Goldberg, Kumara Sastry, Ester Bernadó-Mansilla	Modeling XCS in class imbalances: population size and parameter settings.	GECCO	2007	DBLP DOI BibTeX RDF	genetic algorithms, machine learning, evolutionary computation, learning classifier systems, class imbalance
104	Tim Kovacs	XCS's Strength-Based Twin: Part I.	IWLCS	2002	DBLP DOI BibTeX RDF
99	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
99	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
99	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
99	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
99	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
92	Hiroyasu Inoue, Keiki Takadama, Katsunori Shimohara	Exploring XCS in multiagent environments.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	bucket brigade, profit sharing, learning classifier system, multiagent
92	Alwyn Barry	Limits in Long Path Learning with XCS.	GECCO	2003	DBLP DOI BibTeX RDF
92	Martin V. Butz, David E. Goldberg	Bounding the Population Size in XCS to Ensure Reproductive Opportunities.	GECCO	2003	DBLP DOI BibTeX RDF
86	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
86	Liangdong Shi, Yang Gao 0001, Lei Wu, Lin Shang 0001	Clustering with XCS on Complex Structure Dataset.	Australasian Conference on Artificial Intelligence	2008	DBLP DOI BibTeX RDF	genetic algorithm, clustering, reinforcement learning, XCS
86	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
86	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
86	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
86	Jan Drugowitsch, Alwyn Barry	XCS with eligibility traces.	GECCO	2005	DBLP DOI BibTeX RDF	eligibility traces, XCS, q-learning, LCS, temporal-difference learning
80	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Gradient descent methods in learning classifier systems: improving XCS performance in multistep problems.	IEEE Trans. Evol. Comput.	2005	DBLP DOI BibTeX RDF
80	Cristiana Bolchini, Paolo Ferrandi, Pier Luca Lanzi, Fabio Salice	Toward an FPGA implementation of XCS.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
80	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
80	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Gradient-Based Learning Updates Improve XCS Performance in Multistep Problems.	GECCO (2)	2004	DBLP DOI BibTeX RDF
80	Kurian K. Tharakunnel, Martin V. Butz, David E. Goldberg	Towards Building Block Propagation in XCS: A Negative Result and Its Implications.	GECCO	2003	DBLP DOI BibTeX RDF
80	Phillip William Dixon, David Corne, Martin J. Oates	A Ruleset Reduction Algorithm for the XCS Learning Classifier System.	IWLCS	2002	DBLP DOI BibTeX RDF
79	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
74	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
74	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.	Genet. Program. Evolvable Mach.	2007	DBLP DOI BibTeX RDF	Solution sustenance, Learning classifier systems, XCS, Mutation, LCS, Niching, Markov chain analysis
74	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
74	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
73	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
73	Pier Luca Lanzi	Generalization in Wilson's Classifier System.	PPSN	1998	DBLP DOI BibTeX RDF
68	WonKyung Park, Jae C. Oh	New entropy model for extraction of structural information from XCS population.	GECCO	2009	DBLP DOI BibTeX RDF	information theory, learning classifier systems, speaker identification
68	B. Ravichandran, Avinash Gandhe, Robert E. Smith 0001	XCS for robust automatic target recognition.	GECCO	2005	DBLP DOI BibTeX RDF	extended operating conditions, generalization, structural learning, automatic target recognition
68	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Effect of Pure Error-Based Fitness in XCS.	IWLCS	2005	DBLP DOI BibTeX RDF
68	Martin V. Butz, Pier Luca Lanzi, Xavier Llorà, David E. Goldberg	Knowledge Extraction and Problem Structure Identification in XCS.	PPSN	2004	DBLP DOI BibTeX RDF
68	Larry Bull, David Ian Wyatt, Ian C. Parmee	Initial Modifications to XCS for Use in Interactive Evolutionary Design.	PPSN	2002	DBLP DOI BibTeX RDF
68	Jacob Hurst, Larry Bull	A Self-Adaptive XCS.	IWLCS	2001	DBLP DOI BibTeX RDF
67	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
62	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
62	Hristo Bojinov, Elie Bursztein, Dan Boneh	XCS: cross channel scripting and its impact on web applications.	CCS	2009	DBLP DOI BibTeX RDF	embedded web servers, xss, xcs, web security, embedded devices
62	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
62	Martin V. Butz, Kumara Sastry, David E. Goldberg	Strong, Stable, and Reliable Fitness Pressure in XCS due to Tournament Selection.	Genet. Program. Evolvable Mach.	2005	DBLP DOI BibTeX RDF	learning classifier systems, XCS, genetics based machine learning, tournament selection
62	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
62	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
61	Albert Orriols-Puig, Ester Bernadó-Mansilla	Mining Imbalanced Data with Learning Classifier Systems.	Learning Classifier Systems in Data Mining	2008	DBLP DOI BibTeX RDF
61	Yichang Chen, An-Pin Chen	A Dual-Mode Learning Mechanism Combining Knowledge-Education and Machine-Learning.	ISNN (1)	2008	DBLP DOI BibTeX RDF	Trial and error, Teaching-base education, Intelligence-Learning, Artificial intelligence, Psychology
56	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
56	Liangdong Shi, Yinghuan Shi, Yang Gao 0001	Clustering with XCS and Agglomerative Rule Merging.	IDEAL	2009	DBLP DOI BibTeX RDF	rule merging, genetic algorithm, clustering, reinforcement learning, Learning Classifier System
56	Thach Huy Nguyen, Pornthep Rojanavasu, Ouen Pinngern	Cost-Xensitive XCS Classifier System Addressing Imbalance Problems.	FSKD (2)	2008	DBLP DOI BibTeX RDF
56	Andrea Bonarini, Matteo Matteucci	FIXCS: a Fuzzy Implementation of XCS.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
56	Javier G. Marín-Blázquez, Gregorio Martínez Pérez, Manuel Gil Pérez	A Linguistic Fuzzy-XCS Classifier System.	FUZZ-IEEE	2007	DBLP DOI BibTeX RDF
56	Albert Orriols-Puig, Ester Bernadó-Mansilla	Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS.	IWLCS	2007	DBLP DOI BibTeX RDF
56	An-Pin Chen, Yi-Chang Chen, Yu-Hua Huang	Applying Two-Stage XCS Model on Global Overnight Effect for Local Stock Prediction.	KES (1)	2005	DBLP DOI BibTeX RDF
56	Atsushi Wada, Keiki Takadama, Katsunori Shimohara, Osamu Katai	Analyzing Parameter Sensitivity and Classifier Representations for Real-Valued XCS.	IWLCS	2005	DBLP DOI BibTeX RDF
56	Martin V. Butz, David E. Goldberg, Pier Luca Lanzi	Bounding Learning Time in XCS.	GECCO (2)	2004	DBLP DOI BibTeX RDF
56	Yijian Wu, Wenyun Zhao	XCS System: A New Architecture for Web-Based Applications.	GCC (2)	2003	DBLP DOI BibTeX RDF
56	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
56	Stewart W. Wilson	Mining Oblique Data with XCS.	IWLCS	2000	DBLP DOI BibTeX RDF
56	Tim Kovacs, Manfred Kerber	What Makes a Problem Hard for XCS?	IWLCS	2000	DBLP DOI BibTeX RDF
56	Stewart W. Wilson	State of XCS Classifier System Research.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
56	Shaun Saxon, Alwyn Barry	XCS and the Monk's Problems.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
55	Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu 0001	Intrusion detection with evolutionary learning classifier systems.	Nat. Comput.	2009	DBLP DOI BibTeX RDF	Learning classifier systems, XCS, LCS, Intrusion, UCS
55	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
55	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
50	Richard Preen	An XCS approach to forecasting financial time series.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	learning classifier systems, xcs, computational finance
50	Faten F. 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
50	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
50	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
50	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
50	Martin V. Butz, Stewart W. Wilson	An algorithmic description of XCS.	Soft Comput.	2002	DBLP DOI BibTeX RDF	Algorithm, XCS, Classifier system
48	Peter Lichodzijewski, Malcolm I. Heywood	Managing team-based problem solving with symbiotic bid-based genetic programming.	GECCO	2008	DBLP DOI BibTeX RDF	classification, genetic programming, efficiency, active learning, supervised learning, coevolution, teaming, problem decomposition
48	An-Pin Chen, Yung-Hua Chang	Using extended classifier system to forecast S&P futures based on contrary sentiment indicators.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
48	Hai Huong Dam, Hussein A. Abbass, Chris Lokan	The performance of the DXCS system on continuous-valued inputs in stationary and dynamic environments.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
48	Hai Huong Dam, Kamran Shafi, Hussein A. Abbass	Can Evolutionary Computation Handle Large Datasets? A Study into Network Intrusion Detection.	Australian Conference on Artificial Intelligence	2005	DBLP DOI BibTeX RDF
44	Javier G. Marín-Blázquez, Gregorio Martínez Pérez	Intrusion detection using a linguistic hedged fuzzy-XCS classifier system.	Soft Comput.	2009	DBLP DOI BibTeX RDF
44	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
44	Jorge Casillas, Brian Carse, Larry Bull	Fuzzy-XCS: A Michigan Genetic Fuzzy System.	IEEE Trans. Fuzzy Syst.	2007	DBLP DOI BibTeX RDF
44	Brad T. Skinner, H. T. Nguyen, Dikai Liu	Distributed classifier migration in xcs for classification of electroencephalographic signals.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
44	Pier Luca Lanzi	An analysis of generalization in XCS with symbolic conditions.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
44	Avinash Gandhe, Ssu-Hsin Yu, Raman K. Mehra, Robert E. Smith 0001	Fused, multi-spectral automatic target recognition with XCS.	GECCO	2007	DBLP DOI BibTeX RDF	automatic target recognition, rule learning
44	Nadine Richard, Samuel Tardieu, Seiji Yamada	Cascaded generic XCS to learn about reminding preferences.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	adaptive reminders, personal time management, learning classifier systems
44	Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg	XCS with computed prediction for the learning of Boolean functions.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
44	Faten F. Kharbat, Larry Bull, Mohammed Odeh	Revisiting genetic selection in the XCS learning classifier system.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
44	Flavio Baronti, Alessandro Passaro, Antonina Starita	Post-processing clustering to reduce XCS variability.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	clustering, learning classifier systems
44	John H. Holmes	Detection of sentinel predictor-class associations with XCS: a sensitivity analysis.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	statistical analysis, learning classifier systems, variable selection, statistical computing
44	Flavio Baronti, Alessandro Passaro, Antonina Starita	Post-processing Clustering to Decrease Variability in XCS Induced Rulesets.	IWLCS	2005	DBLP DOI BibTeX RDF
44	John H. Holmes	Detection of Sentinel Predictor-Class Associations with XCS: A Sensitivity Analysis.	IWLCS	2005	DBLP DOI BibTeX RDF
44	Martin V. Butz, Kumara Sastry, David E. Goldberg	Tournament Selection: Stable Fitness Pressure in XCS.	GECCO	2003	DBLP DOI BibTeX RDF
44	Pier Luca Lanzi	Using Raw Accuracy to Estimate Classifier Fitness in XCS.	GECCO	2003	DBLP DOI BibTeX RDF
44	Tim Kovacs	XCS's Strength-Based Twin: Part II.	IWLCS	2002	DBLP DOI BibTeX RDF
44	Andy Tomlinson, Larry Bull	A Corporate XCS.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF
43	Marc Métivier, Claude Lattaud	Imitation guided learning in learning classifier systems.	Nat. Comput.	2009	DBLP DOI BibTeX RDF	ZCS, Learning classifier system, XCS, Imitation, ACS
43	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
43	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
43	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