Search results for "XCS"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
19	Fabrizio Ferrandi, Pier Luca Lanzi, Donatella Sciuto	Mining interesting patterns from hardware-software codesign data with the learning classifier system XCS.	IEEE Congress on Evolutionary Computation	2003	DBLP DOI BibTeX RDF
19	Pier Luca Lanzi	XCS with stack-based genetic programming.	IEEE Congress on Evolutionary Computation	2003	DBLP DOI BibTeX RDF
19	Pier Luca Lanzi	A comparison of relative accuracy and raw accuracy in XCS.	IEEE Congress on Evolutionary Computation	2003	DBLP DOI BibTeX RDF
19	Martin Danek, Robert E. Smith 0001	XCS Applied To Mapping FPGA Architectures.	GECCO	2002	DBLP BibTeX RDF
19	Larry Bull, David Ian Wyatt, Ian C. Parmee	Towards The Use Of XCS In Interactive Evolutionary Design.	GECCO	2002	DBLP BibTeX RDF
19	Phillip William Dixon, David Corne, Martin J. Oates	Enhancing Real-World Applicability by Providing Confidence-in-Prediction in the XCS Classifier System.	HIS	2002	DBLP BibTeX RDF
19	Alwyn Barry	Specifying Action Persistence within XCS.	GECCO	2000	DBLP BibTeX RDF
19	Alwyn Barry	XCS performance and population structure in multi-step environments.		2000	RDF
19	Pier Luca Lanzi	An Analysis of Generalization in the XCS Classifier System.	Evol. Comput.	1999	DBLP DOI BibTeX RDF
19	Alwyn Barry	Aliasing in XCS and the Consecutive State Problem: 2 - Solutions.	GECCO	1999	DBLP BibTeX RDF
19	Alwyn Barry	Aliasing in XCS and the Consecutive State Problem: 1 - Effects.	GECCO	1999	DBLP BibTeX RDF
19	Pier Luca Lanzi	A Study of the Generalization Capabilities of XCS.	ICGA	1997	DBLP BibTeX RDF
19	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
19	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
19	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
19	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
19	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
19	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
19	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
19	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
19	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
19	Pier Luca Lanzi, Stewart W. Wilson	Using convex hulls to represent classifier conditions.	GECCO	2006	DBLP DOI BibTeX RDF	representation, convex hulls, XCS, LCS
12	Narayanan Unny Edakunni, Gavin Brown 0001, Tim Kovacs	Online, GA based mixture of experts: a probabilistic model of ucs.	GECCO	2011	DBLP DOI BibTeX RDF
12	Patrick O. Stalph, Jérémie Rubinsztajn, Olivier Sigaud, Martin V. Butz	A comparative study: function approximation with LWPR and XCSF.	GECCO (Companion)	2010	DBLP DOI BibTeX RDF	lwpr, function approximation, xcsf
12	Muhammad Jamal Afridi, Salman Manzoor, Umer Rasheed, Mariam Ahmed, Faraz Kunwar	Performance evaluation of evolutionary algorithms for road detection.	GECCO	2010	DBLP DOI BibTeX RDF	road detection
12	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
12	Robert E. Smith 0001, Max Kun Jiang	MILCS in protein structure prediction with default hierarchies.	GEC Summit	2009	DBLP DOI BibTeX RDF	explanatory power, machine learning, evolutionary computation, information theory, mutual information, supervised learning, learning classifier systems, protein structure prediction
12	Ajay Kumar Tanwani, Muddassar Farooq	Performance evaluation of evolutionary algorithms in classification of biomedical datasets.	GECCO (Companion)	2009	DBLP DOI BibTeX RDF	biomedical datasets, evolutionary rule learning algorithms, classification
12	Daniele Loiacono, Pier Luca Lanzi	Recursive least squares and quadratic prediction in continuous multistep problems.	GECCO (Companion)	2008	DBLP DOI BibTeX RDF	multistep problems, learning classifier systems, recursive least squares
12	Franziska Klügl, Reinhard Hatko, Martin V. Butz	Agent Learning Instead of Behavior Implementation for Simulations - A Case Study Using Classifier Systems.	MATES	2008	DBLP DOI BibTeX RDF
12	Robert Elliott Smith, Max Kun Jiang	A learning classifier system with mutual-information-based fitness.	IEEE Congress on Evolutionary Computation	2007	DBLP DOI BibTeX RDF
12	Robert Elliott Smith, Max Kun Jiang	MILCS: a mutual information learning classifier system.	GECCO (Companion)	2007	DBLP DOI BibTeX RDF	cascade correlation, explanatory power, visualization, evolutionary computation, information theory, mutual information, supervised learning, learning classifier systems, structural learning, rule learning
12	Hugo Terashima-Marín, Cláudia J. Farías Zárate, Peter Ross, Manuel Valenzuela-Rendón	Comparing two models to generate hyper-heuristics for the 2d-regular bin-packing problem.	GECCO	2007	DBLP DOI BibTeX RDF	cutting and packing problems, optimization, evolutionary computation, hyper-heuristics
12	Jan Drugowitsch, Alwyn Barry	Mixing independent classifiers.	GECCO	2007	DBLP DOI BibTeX RDF	learning classifier systems, information fusion
12	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
12	Renan Cipriano 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
12	Ivette C. Martínez, David Ojeda, Ezequiel A. Zamora	Ambulance Decision Support Using Evolutionary Reinforcement Learning in Robocup Rescue Simulation League.	RoboCup	2006	DBLP DOI BibTeX RDF
12	Ali Hamzeh, Adel Rahmani	A Pattern Based Evolutionary Approach to Prediction Computation in XCSF.	ICNC (1)	2006	DBLP DOI BibTeX RDF
12	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
12	Toby O'Hara, Larry Bull	A memetic accuracy-based neural learning classifier system.	Congress on Evolutionary Computation	2005	DBLP DOI BibTeX RDF
12	John H. Holmes, Jennifer A. Sager	Rule Discovery in Epidemiologic Surveillance Data Using EpiXCS: An Evolutionary Computation Approach.	AIME	2005	DBLP DOI BibTeX RDF
12	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
12	Daniele Loiacono, Pier Luca Lanzi	Improving generalization in the XCSF classifier system using linear least-squares.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	generalization, learning classifier systems, function approximation, least-squares, XCSF
12	Alex McMahon, Dan Scott 0002, William N. L. Browne	An autonomous explore/exploit strategy.	GECCO Workshops	2005	DBLP DOI BibTeX RDF	explore/exploit strategy, learning classifier systems, genetics-based machine learning
12	Fabio Zambetta, Fabio Abbattista	The Design and Implementation of SAMIR.	KES (2)	2005	DBLP DOI BibTeX RDF
12	Albert Orriols-Puig, Ester Bernadó-Mansilla	The Class Imbalance Problem in UCS Classifier System: A Preliminary Study.	IWLCS	2005	DBLP DOI BibTeX RDF
12	Toby O'Hara, Larry Bull	Backpropagation in Accuracy-Based Neural Learning Classifier Systems.	IWLCS	2005	DBLP DOI BibTeX RDF
12	John H. Holmes, Jennifer A. Sager	The EpiXCS Workbench: A Tool for Experimentation and Visualization.	IWLCS	2005	DBLP DOI BibTeX RDF
12	Rashad L. Moore, Ashley Williams, John W. Sheppard	Multi-agent Simulation of Airline Travel Markets.	GECCO (2)	2004	DBLP DOI BibTeX RDF
12	Henry Wai Kit Chia, Chew Lim Tan	Confidence and Support Classification Using Genetically Programmed Neural Logic Networks.	GECCO (2)	2004	DBLP DOI BibTeX RDF
12	Pierre Gérard, Olivier Sigaud	Designing Efficient Exploration with MACS: Modules and Function Approximation.	GECCO	2003	DBLP DOI BibTeX RDF
12	Fabio Zambetta, Graziano Catucci, Fabio Abbattista, Giovanni Semeraro	SAMIR: Your 3D Virtual Bookseller.	KES	2003	DBLP DOI BibTeX RDF
12	Ivette C. Martínez, Miguel A. Castro, Carlos Domingo Castillo	Improving Self-Confidence: An Advise-Based Evolutionary Model.	EPIA	2003	DBLP DOI BibTeX RDF
12	Bahram Kimiaghalam, Abdollah Homaifar, Albert C. Esterline	A Statechart Framework for Agent Roles that Captures Expertise and Learns Improved Behavior.	FAABS	2002	DBLP DOI BibTeX RDF
12	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
12	Martin V. Butz, David E. Goldberg, Wolfgang Stolzmann	Investigating Generalization in the Anticipatory Classifier System.	PPSN	2000	DBLP DOI BibTeX RDF
12	Lashon B. Booker	Do We Really Need to Estimate Rule Utilities in Classifier Systems?.	Learning Classifier Systems	1999	DBLP DOI BibTeX RDF