Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
189 | Hong-Wei Chen, Ying-Ping Chen |
Introducing fault tolerance to XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1871, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Advances in Learning Classifier Systems, 4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001, Revised Papers, pp. 133-150, 2001, Springer, 3-540-43793-2. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
135 | Pier Luca Lanzi, Daniele Loiacono |
Standard and averaging reinforcement learning in XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1489-1496, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
XCS, gradient descent, LCS, RL |
116 | Albert Orriols-Puig, Ester Bernadó-Mansilla |
Bounding XCS's parameters for unbalanced datasets. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1561-1568, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Evol. Comput. ![In: IEEE Trans. Evol. Comput. 9(1), pp. 82-104, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
111 | Matthew Gershoff, Sonia Schulenburg |
Collective behavior based hierarchical XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, Companion Material, pp. 2695-2700, 2007, ACM, 978-1-59593-698-1. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 6(3-4), pp. 183-199, 2002. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1838-1845, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, 5th International Workshop, IWLCS 2002, Granada, Spain, September 7-8, 2002, Revised Papers, pp. 61-80, 2002, Springer, 3-540-20544-6. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
99 | Thach Huy Nguyen, Sombut Foitong, Phaitoon Srinil, Ouen Pinngern |
Towards Adapting XCS for Imbalance Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PRICAI ![In: PRICAI 2008: Trends in Artificial Intelligence, 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008. Proceedings, pp. 1028-1033, 2008, Springer, 978-3-540-89196-3. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1876, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1449-1456, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1457-1464, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 1835-1842, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 109-111, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
bucket brigade, profit sharing, learning classifier system, multiagent |
92 | Alwyn Barry |
Limits in Long Path Learning with XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II, pp. 1832-1843, 2003, Springer, 3-540-40603-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
92 | Martin V. Butz, David E. Goldberg |
Bounding the Population Size in XCS to Ensure Reproductive Opportunities. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II, pp. 1844-1856, 2003, Springer, 3-540-40603-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
86 | Patrick O. Stalph, Martin V. Butz, David E. Goldberg, Xavier Llorà |
On the scalability of XCS(F). ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, pp. 1315-1322, 2009, ACM, 978-1-60558-325-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australasian Conference on Artificial Intelligence ![In: AI 2008: Advances in Artificial Intelligence, 21st Australasian Joint Conference on Artificial Intelligence, Auckland, New Zealand, December 1-5, 2008. Proceedings, pp. 489-499, 2008, Springer, 978-3-540-89377-6. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, Companion Material, pp. 2965-2972, 2007, ACM, 978-1-59593-698-1. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1814-1821, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
generalization, XCS, gradient descent, LCS, RL |
86 | Hong-Wei Chen, Ying-Ping Chen |
FTXI: fault tolerance XCS in integer. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1589-1590, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
integer representation, data mining, fault tolerance, classification, XCS |
86 | Jan Drugowitsch, Alwyn Barry |
XCS with eligibility traces. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 1851-1858, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Evol. Comput. ![In: IEEE Trans. Evol. Comput. 9(5), pp. 452-473, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
80 | Cristiana Bolchini, Paolo Ferrandi, Pier Luca Lanzi, Fabio Salice |
Toward an FPGA implementation of XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 2053-2060, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 655-662, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (2) ![In: Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part II, pp. 751-762, 2004, Springer, 3-540-22343-6. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II, pp. 1906-1917, 2003, Springer, 3-540-40603-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
80 | Phillip William Dixon, David Corne, Martin J. Oates |
A Ruleset Reduction Algorithm for the XCS Learning Classifier System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, 5th International Workshop, IWLCS 2002, Granada, Spain, September 7-8, 2002, Revised Papers, pp. 20-29, 2002, Springer, 3-540-20544-6. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
79 | Tim Kovacs |
Strength or Accuracy? Fitness Calculation in Learning Classifier Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Learning Classifier Systems ![In: Learning Classifier Systems, From Foundations to Applications, pp. 143-160, 1999, Springer, 3-540-67729-1. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ACAL ![In: Artificial Life: Borrowing from Biology, 4th Australian Conference, ACAL 2009, Melbourne, Australia, December 1-4, 2009. Proceedings, pp. 252-261, 2009, Springer, 978-3-642-10426-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Genet. Program. Evolvable Mach. ![In: Genet. Program. Evolvable Mach. 8(1), pp. 5-37, 2007. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 100-102, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, International Workshops, IWLCS 2003-2005, Revised Selected Papers, pp. 115-127, 2005, Springer, 978-3-540-71230-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1513-1520, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PPSN ![In: Parallel Problem Solving from Nature - PPSN V, 5th International Conference, Amsterdam, The Netherlands, September 27-30, 1998, Proceedings, pp. 501-510, 1998, Springer, 3-540-65078-4. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
68 | WonKyung Park, Jae C. Oh |
New entropy model for extraction of structural information from XCS population. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, pp. 1283-1290, 2009, ACM, 978-1-60558-325-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 1803-1810, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, International Workshops, IWLCS 2003-2005, Revised Selected Papers, pp. 104-114, 2005, Springer, 978-3-540-71230-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PPSN ![In: Parallel Problem Solving from Nature - PPSN VIII, 8th International Conference, Birmingham, UK, September 18-22, 2004, Proceedings, pp. 1051-1060, 2004, Springer, 3-540-23092-0. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
68 | Larry Bull, David Ian Wyatt, Ian C. Parmee |
Initial Modifications to XCS for Use in Interactive Evolutionary Design. ![Search on Bibsonomy](Pics/bibsonomy.png) |
PPSN ![In: Parallel Problem Solving from Nature - PPSN VII, 7th International Conference, Granada, Spain, September 7-11, 2002, Proceedings, pp. 568-577, 2002, Springer, 3-540-44139-5. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
68 | Jacob Hurst, Larry Bull |
A Self-Adaptive XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Advances in Learning Classifier Systems, 4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001, Revised Papers, pp. 57-73, 2001, Springer, 3-540-43793-2. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
67 | Martin V. Butz, Patrick O. Stalph, Pier Luca Lanzi |
Self-adaptive mutation in XCSF. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, pp. 1365-1372, 2008, ACM, 978-1-60558-130-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010, pp. 1015-1022, 2010, ACM, 978-1-4503-0072-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CCS ![In: Proceedings of the 2009 ACM Conference on Computer and Communications Security, CCS 2009, Chicago, Illinois, USA, November 9-13, 2009, pp. 420-431, 2009, ACM, 978-1-60558-894-0. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, pp. 1299-1306, 2009, ACM, 978-1-60558-325-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Genet. Program. Evolvable Mach. ![In: Genet. Program. Evolvable Mach. 6(1), pp. 53-77, 2005. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Proceedings, Washington DC, USA, June 25-29, 2005, pp. 1883-1890, 2005, ACM, 1-59593-010-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 85-87, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Learning Classifier Systems in Data Mining ![In: Learning Classifier Systems in Data Mining, pp. 123-145, 2008, Springer, 978-3-540-78978-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
61 | Yichang Chen, An-Pin Chen |
A Dual-Mode Learning Mechanism Combining Knowledge-Education and Machine-Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISNN (1) ![In: Advances in Neural Networks - ISNN 2008, 5th International Symposium on Neural Networks, ISNN 2008, Beijing, China, September 24-28, 2008, Proceedings, Part I, pp. 87-96, 2008, Springer, 978-3-540-87731-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010, pp. 1023-1030, 2010, ACM, 978-1-4503-0072-8. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDEAL ![In: Intelligent Data Engineering and Automated Learning - IDEAL 2009, 10th International Conference, Burgos, Spain, September 23-26, 2009. Proceedings, pp. 242-250, 2009, Springer, 978-3-642-04393-2. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FSKD (2) ![In: Fifth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2008, 18-20 October 2008, Jinan, Shandong, China, Proceedings, Volume 2, pp. 132-136, 2008, IEEE Computer Society. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
56 | Andrea Bonarini, Matteo Matteucci |
FIXCS: a Fuzzy Implementation of XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FUZZ-IEEE ![In: FUZZ-IEEE 2007, IEEE International Conference on Fuzzy Systems, Imperial College, London, UK, 23-26 July, 2007, Proceedings, pp. 1-6, 2007, IEEE. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
56 | Javier G. Marín-Blázquez, Gregorio Martínez Pérez, Manuel Gil Pérez |
A Linguistic Fuzzy-XCS Classifier System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
FUZZ-IEEE ![In: FUZZ-IEEE 2007, IEEE International Conference on Fuzzy Systems, Imperial College, London, UK, 23-26 July, 2007, Proceedings, pp. 1-6, 2007, IEEE. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
56 | Albert Orriols-Puig, Ester Bernadó-Mansilla |
Revisiting UCS: Description, Fitness Sharing, and Comparison with XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, 10th International Workshop, IWLCS 2006, Seattle, MA, USA, July 8, 2006 and 11th International Workshop, IWLCS 2007, London, UK, July 8, 2007, Revised Selected Papers, pp. 96-116, 2007, Springer, 978-3-540-88137-7. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
KES (1) ![In: Knowledge-Based Intelligent Information and Engineering Systems, 9th International Conference, KES 2005, Melbourne, Australia, September 14-16, 2005, Proceedings, Part I, pp. 34-40, 2005, Springer, 3-540-28894-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
56 | Atsushi Wada, Keiki Takadama, Katsunori Shimohara, Osamu Katai |
Analyzing Parameter Sensitivity and Classifier Representations for Real-Valued XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, International Workshops, IWLCS 2003-2005, Revised Selected Papers, pp. 1-16, 2005, Springer, 978-3-540-71230-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
56 | Martin V. Butz, David E. Goldberg, Pier Luca Lanzi |
Bounding Learning Time in XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (2) ![In: Genetic and Evolutionary Computation - GECCO 2004, Genetic and Evolutionary Computation Conference, Seattle, WA, USA, June 26-30, 2004, Proceedings, Part II, pp. 739-750, 2004, Springer, 3-540-22343-6. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
56 | Yijian Wu, Wenyun Zhao |
XCS System: A New Architecture for Web-Based Applications. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GCC (2) ![In: Grid and Cooperative Computing, Second International Workshop, GCC 2003, Shanghai, China, December 7-10, 2003, Revised Papers, Part II, pp. 1046-1050, 2003, Springer, 3-540-21993-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Advances in Learning Classifier Systems, 4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001, Revised Papers, pp. 115-132, 2001, Springer, 3-540-43793-2. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
56 | Stewart W. Wilson |
Mining Oblique Data with XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Advances in Learning Classifier Systems, Third International Workshop, IWLCS 2000, Paris, France, September 15-16, 2000, Revised Papers, pp. 158-176, 2000, Springer, 3-540-42437-7. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
56 | Tim Kovacs, Manfred Kerber |
What Makes a Problem Hard for XCS? ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Advances in Learning Classifier Systems, Third International Workshop, IWLCS 2000, Paris, France, September 15-16, 2000, Revised Papers, pp. 80-102, 2000, Springer, 3-540-42437-7. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
56 | Stewart W. Wilson |
State of XCS Classifier System Research. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Learning Classifier Systems ![In: Learning Classifier Systems, From Foundations to Applications, pp. 63-82, 1999, Springer, 3-540-67729-1. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
56 | Shaun Saxon, Alwyn Barry |
XCS and the Monk's Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Learning Classifier Systems ![In: Learning Classifier Systems, From Foundations to Applications, pp. 223-242, 1999, Springer, 3-540-67729-1. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
55 | Kamran Shafi, Tim Kovacs, Hussein A. Abbass, Weiping Zhu 0001 |
Intrusion detection with evolutionary learning classifier systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Nat. Comput. ![In: Nat. Comput. 8(1), pp. 3-27, 2009. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1529-1536, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Advances in Learning Classifier Systems, 4th International Workshop, IWLCS 2001, San Francisco, CA, USA, July 7-8, 2001, Revised Papers, pp. 88-114, 2001, Springer, 3-540-43793-2. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, Companion Material, pp. 2625-2632, 2009, ACM, 978-1-60558-505-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 2066-2073, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1846-1853, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 147-151, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 112-118, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 6(3-4), pp. 144-153, 2002. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, pp. 363-370, 2008, ACM, 978-1-60558-130-9. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 2084-2090, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 618-625, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Conference on Artificial Intelligence ![In: AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings, pp. 1092-1095, 2005, Springer, 3-540-30462-2. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
44 | Javier G. Marín-Blázquez, Gregorio Martínez Pérez |
Intrusion detection using a linguistic hedged fuzzy-XCS classifier system. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 13(3), pp. 273-290, 2009. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Learning Classifier Systems in Data Mining ![In: Learning Classifier Systems in Data Mining, pp. 147-167, 2008, Springer, 978-3-540-78978-9. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
44 | Jorge Casillas, Brian Carse, Larry Bull |
Fuzzy-XCS: A Michigan Genetic Fuzzy System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Fuzzy Syst. ![In: IEEE Trans. Fuzzy Syst. 15(4), pp. 536-550, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
44 | Brad T. Skinner, H. T. Nguyen, Dikai Liu |
Distributed classifier migration in xcs for classification of electroencephalographic signals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore, pp. 2829-2836, 2007, IEEE, 978-1-4244-1339-3. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
44 | Pier Luca Lanzi |
An analysis of generalization in XCS with symbolic conditions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore, pp. 2149-2156, 2007, IEEE, 978-1-4244-1339-3. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, pp. 1874, 2007, ACM, 978-1-59593-697-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, Companion Material, pp. 2923-2926, 2007, ACM, 978-1-59593-698-1. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 588-595, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
44 | Faten F. Kharbat, Larry Bull, Mohammed Odeh |
Revisiting genetic selection in the XCS learning classifier system. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Congress on Evolutionary Computation ![In: Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2005, 2-4 September 2005, Edinburgh, UK, pp. 2061-2068, 2005, IEEE, 0-7803-9363-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
44 | Flavio Baronti, Alessandro Passaro, Antonina Starita |
Post-processing clustering to reduce XCS variability. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 79-81, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
clustering, learning classifier systems |
44 | John H. Holmes |
Detection of sentinel predictor-class associations with XCS: a sensitivity analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO Workshops ![In: Genetic and Evolutionary Computation Conference, GECCO 2005, Workshop Proceedings, Washington DC, USA, June 25-26, 2005, pp. 67-71, 2005, ACM. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, International Workshops, IWLCS 2003-2005, Revised Selected Papers, pp. 80-92, 2005, Springer, 978-3-540-71230-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
44 | John H. Holmes |
Detection of Sentinel Predictor-Class Associations with XCS: A Sensitivity Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, International Workshops, IWLCS 2003-2005, Revised Selected Papers, pp. 270-281, 2005, Springer, 978-3-540-71230-5. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
44 | Martin V. Butz, Kumara Sastry, David E. Goldberg |
Tournament Selection: Stable Fitness Pressure in XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II, pp. 1857-1869, 2003, Springer, 3-540-40603-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
44 | Pier Luca Lanzi |
Using Raw Accuracy to Estimate Classifier Fitness in XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation - GECCO 2003, Genetic and Evolutionary Computation Conference, Chicago, IL, USA, July 12-16, 2003. Proceedings, Part II, pp. 1922-1923, 2003, Springer, 3-540-40603-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
44 | Tim Kovacs |
XCS's Strength-Based Twin: Part II. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWLCS ![In: Learning Classifier Systems, 5th International Workshop, IWLCS 2002, Granada, Spain, September 7-8, 2002, Revised Papers, pp. 81-98, 2002, Springer, 3-540-20544-6. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
|
44 | Andy Tomlinson, Larry Bull |
A Corporate XCS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Learning Classifier Systems ![In: Learning Classifier Systems, From Foundations to Applications, pp. 195-208, 1999, Springer, 3-540-67729-1. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
43 | Marc Métivier, Claude Lattaud |
Imitation guided learning in learning classifier systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Nat. Comput. ![In: Nat. Comput. 8(1), pp. 29-56, 2009. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO (Companion) ![In: Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, Companion Material, pp. 2001-2008, 2008, ACM, 978-1-60558-131-6. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
GECCO ![In: Genetic and Evolutionary Computation Conference, GECCO 2006, Proceedings, Seattle, Washington, USA, July 8-12, 2006, pp. 1537-1544, 2006, ACM, 1-59593-186-4. The full citation details ...](Pics/full.jpeg) |
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. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Soft Comput. ![In: Soft Comput. 6(3-4), pp. 200-215, 2002. The full citation details ...](Pics/full.jpeg) |
2002 |
DBLP DOI BibTeX RDF |
Rule-linkage, Multi-step tasks, Non-Markov tasks, XCS, Corporations |