Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
39 | Tim Kovacs, Simon Rawles, Larry Bull, Masaya Nakata, Keiki Takadama |
XCS-DH: Minimal default hierarchies in XCS. |
CEC |
2016 |
DBLP DOI BibTeX RDF |
|
39 | Tom Pickering, Tim Kovacs |
TP-XCS: An XCS classifier system with fixed-length memory for reinforcement learning. |
CEC |
2015 |
DBLP DOI BibTeX RDF |
|
39 | Muhammad Iqbal 0001, Will N. Browne, Mengjie Zhang 0001 |
Evolving optimum populations with XCS classifier systems - XCS with code fragmented action. |
Soft Comput. |
2013 |
DBLP DOI BibTeX RDF |
|
39 | Sergio Morales-Ortigosa, Albert Orriols-Puig, Ester Bernadó-Mansilla |
Can Evolution Strategies Improve Learning Guidance in XCS? Design and Comparison with Genetic Algorithms based XCS. |
CCIA |
2008 |
DBLP DOI BibTeX RDF |
|
38 | 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 |
38 | 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 |
36 | Mani Abedini, Michael Kirley |
CoXCS: A Coevolutionary Learning Classifier Based on Feature Space Partitioning. |
Australasian Conference on Artificial Intelligence |
2009 |
DBLP DOI BibTeX RDF |
|
36 | Anil Shankar, Sushil J. Louis |
Learning classifier systems for user context learning. |
Congress on Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
36 | Stewart W. Wilson |
Classifier Systems for Continuous Payoff Environments. |
GECCO (2) |
2004 |
DBLP DOI BibTeX RDF |
|
32 | Faten F. 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 |
|
32 | Urban Richter, Holger Prothmann, Hartmut Schmeck |
Improving XCS Performance by Distribution. |
SEAL |
2008 |
DBLP DOI BibTeX RDF |
|
32 | Kamran Shafi, Hussein A. Abbass, Weiping Zhu 0001 |
The Role of Early Stopping and Population Size in XCS for Intrusion Detection. |
SEAL |
2006 |
DBLP DOI BibTeX RDF |
|
32 | Pier Luca Lanzi, Daniele Loiacono, Stewart W. Wilson, David E. Goldberg |
XCS with computed prediction in continuous multistep environments. |
Congress on Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
32 | John H. Holmes, Jennifer A. Sager, Warren B. Bilker |
Three Methods for Covering Missing Input Data in XCS. |
IWLCS |
2005 |
DBLP DOI BibTeX RDF |
|
32 | David Ian Wyatt, Larry Bull, Ian C. Parmee |
Using XCS to Describe Continuous-Valued Problem Spaces. |
IWLCS |
2005 |
DBLP DOI BibTeX RDF |
|
32 | Jaume Bacardit, Martin V. Butz |
Data Mining in Learning Classifier Systems: Comparing XCS with GAssist. |
IWLCS |
2005 |
DBLP DOI BibTeX RDF |
|
32 | Fabrizio Ferrandi, Pier Luca Lanzi, Donatella Sciuto |
System Level Hardware-Software Design Exploration with XCS. |
GECCO (2) |
2004 |
DBLP DOI BibTeX RDF |
|
32 | Andrew Webb, Emma Hart, Peter Ross, Alistair Lawson |
Controlling a Simulated Khepera with an XCS Classifier System with Memory. |
ECAL |
2003 |
DBLP DOI BibTeX RDF |
|
32 | Martin V. Butz, Stewart W. Wilson |
An Algorithmic Description of XCS. |
IWLCS |
2000 |
DBLP DOI BibTeX RDF |
|
32 | Stewart W. Wilson |
Get Real! XCS with Continuous-Valued Inputs. |
Learning Classifier Systems |
1999 |
DBLP DOI BibTeX RDF |
|
31 | 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 |
31 | 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 |
31 | 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 |
31 | 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 |
31 | 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 |
31 | Martin V. Butz |
Learning classifier systems. |
GECCO (Companion) |
2007 |
DBLP DOI BibTeX RDF |
ALCS, classification, prediction, reinforcement learning, XCS, function approximation |
31 | 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 |
31 | Pier Luca Lanzi, Daniele Loiacono |
Classifier systems that compute action mappings. |
GECCO |
2007 |
DBLP DOI BibTeX RDF |
action mappings, XCS, LCS |
31 | 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 |
31 | 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 |
31 | 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 |
31 | 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 |
31 | Luis Miramontes Hercog |
Co-evolutionary Agent Self-Organization for City Traffic Congestion Modeling. |
GECCO (2) |
2004 |
DBLP DOI BibTeX RDF |
Road traffic self-organization, Learning Classifier Systems, XCS, Emergent behavior, heterogeneous agents |
31 | 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 |
31 | 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 |
24 | 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 |
24 | Carlos D. Toledo-Suárez |
A first assessment of the use of extended relational alphabets in accuracy classifier systems. |
GECCO |
2010 |
DBLP DOI BibTeX RDF |
parity problem, relational alphabets, relational schemata, st-alphabets, classifier systems |
24 | Kreangsak Tamee, Pornthep Rojanavasu, Sonchai Udomthanapong, Ouen Pinngern |
Using Self-Organizing Maps with Learning Classifier System for Intrusion Detection. |
PRICAI |
2008 |
DBLP DOI BibTeX RDF |
Intrusion Detection, Self-Organizing Map, LCS |
24 | Patrick O. Stalph, Martin V. Butz |
Towards increasing learning speed and robustness of XCSF: experimenting with larger offspring set sizes. |
GECCO (Companion) |
2008 |
DBLP DOI BibTeX RDF |
reproduction, learning classifier systems, selection pressure, XCSF |
24 | Maciej Troc, Olgierd Unold |
Learning Classifier System with Self-adaptive Discovery Mechanism. |
NICSO |
2007 |
DBLP DOI BibTeX RDF |
|
24 | Daniele Loiacono, Andrea Marelli, Pier Luca Lanzi |
Support vector machines for computing action mappings in learning classifier systems. |
IEEE Congress on Evolutionary Computation |
2007 |
DBLP DOI BibTeX RDF |
|
24 | Kamran Shafi, Hussein A. Abbass, Weiping Zhu 0001 |
Real time signature extraction from a supervised classifier system. |
IEEE Congress on Evolutionary Computation |
2007 |
DBLP DOI BibTeX RDF |
|
24 | Larry Bull, Toby O'Hara, Pier Luca Lanzi |
Anticipation mappings for learning classifier systems. |
IEEE Congress on Evolutionary Computation |
2007 |
DBLP DOI BibTeX RDF |
|
24 | Trung Hau Tran, Cédric Sanza, Yves Duthen, Thuc Dinh Nguyen |
XCSF with computed continuous action. |
GECCO |
2007 |
DBLP DOI BibTeX RDF |
continuous actions, evolution strategy, XCSF |
24 | Pier Luca Lanzi, Daniele Loiacono, Matteo Zanini |
Evolving Classifiers Ensembles with Heterogeneous Predictors. |
IWLCS |
2007 |
DBLP DOI BibTeX RDF |
|
24 | Drew Mellor |
A Learning Classifier System Approach to Relational Reinforcement Learning. |
IWLCS |
2007 |
DBLP DOI BibTeX RDF |
|
24 | Martin V. Butz |
Combining Gradient-Based With Evolutionary Online Learning: An Introduction to Learning Classifier Systems. |
HIS |
2007 |
DBLP DOI BibTeX RDF |
|
24 | Matthew Studley, Larry Bull |
X-TCS: accuracy-based learning classifier system robotics. |
Congress on Evolutionary Computation |
2005 |
DBLP DOI BibTeX RDF |
|
24 | Shumei Liu, Tomoharu Nagao |
Adaptive XCSM for Perceptual Aliasing Problems. |
ICNC (3) |
2005 |
DBLP DOI BibTeX RDF |
|
24 | Hugo Terashima-Marín, E. J. Flores-Álvarez, Peter Ross |
Hyper-heuristics and classifier systems for solving 2D-regular cutting stock problems. |
GECCO |
2005 |
DBLP DOI BibTeX RDF |
optimization, evolutionary computation, classifier systems, hyper-heuristics, cutting stock |
24 | An-Pin Chen, Yi-Chang Chen, Wen-Chuan Tseng |
Applying Extending Classifier System to Develop an Option-Operation Suggestion Model of Intraday Trading - An Example of Taiwan Index Option. |
KES (1) |
2005 |
DBLP DOI BibTeX RDF |
|
24 | Ali Hamzeh, Adel Rahmani |
An Evolutionary Function Approximation Approach to Compute Prediction in XCSF. |
ECML |
2005 |
DBLP DOI BibTeX RDF |
|
24 | Christopher Stone, Larry Bull |
Towards Learning Classifier Systems for Continuous-Valued Online Environments. |
GECCO |
2003 |
DBLP DOI BibTeX RDF |
|
24 | Devon Dawson |
Improving Performance in Size-Constrained Extended Classifier Systems. |
GECCO |
2003 |
DBLP DOI BibTeX RDF |
|
24 | William N. L. Browne |
Balancing Specificity and Generality in a Panmictic-Based Rule-Discovery Learning Classifier System. |
IWLCS |
2002 |
DBLP DOI BibTeX RDF |
|
24 | Tim Kovacs |
Two Views of Classifier Systems. |
IWLCS |
2001 |
DBLP DOI BibTeX RDF |
|
19 | Jordan T. Bishop, Marcus Gallagher, Will N. Browne |
Pittsburgh Learning Classifier Systems for Explainable Reinforcement Learning: Comparing with XCS. |
CoRR |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Naoya Yatsu, Hiroki Shiraishi, Hiroyuki Sato, Keiki Takadama |
Exploring High-dimensional Rules Indirectly via Latent Space Through a Dimensionality Reduction for XCS. |
GECCO |
2023 |
DBLP DOI BibTeX RDF |
|
19 | Tim Hansmeier |
XCS for Self-awareness in Autonomous Computing Systems. |
|
2023 |
RDF |
|
19 | Alexander R. M. Wagner, Anthony Stein |
Mechanisms to Alleviate Over-Generalization in XCS for Continuous-Valued Input Spaces. |
SN Comput. Sci. |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Hiroki Shiraishi, Yohei Havamizu, Hiroyuki Sato, Keiki Takadama |
Beta Distribution based XCS Classifier System. |
CEC |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Tim Hansmeier, Marco Platzner |
Integrating Safety Guarantees into the Learning Classifier System XCS. |
EvoApplications |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Hiroki Shiraishi, Yohei Hayamizu, Iko Nakari, Hiroyuki Sato, Keiki Takadama |
Inheritance vs. Expansion: Generalization Degree of Nearest Neighbor Rule in Continuous Space as Covering Operator of XCS. |
EvoApplications |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Jordan T. Bishop, Marcus Gallagher, Will N. Browne |
Pittsburgh learning classifier systems for explainable reinforcement learning: comparing with XCS. |
GECCO |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Hiroki Shiraishi, Yohei Hayamizu, Hiroyuki Sato, Keiki Takadama |
Absumption based on overgenerality and condition-clustering based specialization for XCS with continuous-valued inputs. |
GECCO |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Hiroki Shiraishi, Yohei Hayamizu, Hiroyuki Sato, Keiki Takadama |
Can the same rule representation change its matching area?: enhancing representation in XCS for continuous space by probability distribution in multiple dimension. |
GECCO |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Mathis Brede, Tim Hansmeier, Marco Platzner |
XCS on embedded systems: an analysis of execution profiles and accelerated classifier deletion. |
GECCO Companion |
2022 |
DBLP DOI BibTeX RDF |
|
19 | Hao Chen 0099, Chang Wang, Jian Huang 0010, Jianxing Gong |
Efficient use of heuristics for accelerating XCS-based policy learning in Markov games. |
Swarm Evol. Comput. |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Masakazu Tadokoro, Hiroyuki Sato, Keiki Takadama |
XCS with Weight-based Matching in VAE Latent Space and Additional Learning of High-Dimensional Data. |
CEC |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Trung B. Nguyen, Will N. Browne, Mengjie Zhang 0001 |
Constructing Complexity-efficient Features in XCS with Tree-based Rule Conditions. |
CEC |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Johannes Büttner, Sebastian von Mammen |
Training a Reinforcement Learning Agent based on XCS in a Competitive Snake Environment. |
CoG |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Alexander R. M. Wagner, Anthony Stein |
On the Effects of Absumption for XCS with Continuous-Valued Inputs. |
EvoApplications |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Tim Hansmeier, Marco Platzner |
An experimental comparison of explore/exploit strategies for the learning classifier system XCS. |
GECCO Companion |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Yoshiki Nakamura 0003, Motoki Horiuchi, Masaya Nakata |
Convergence analysis of rule-generality on the XCS classifier system. |
GECCO |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Tim Hansmeier |
Self-aware Operation of Heterogeneous Compute Nodes using the Learning Classifier System XCS. |
HEART |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Motoki Horiuchi, Masaya Nakata |
Extended Learning Optimality Theory for the XCS classifier system on Multiple Reward Scheme. |
SSCI |
2021 |
DBLP DOI BibTeX RDF |
|
19 | Hafiz Asadul Rehman, Muhammad Iqbal 0001, Irfan Younas, Maryam Bashir |
Learning Regular Expressions Using XCS-Based Classifier System. |
Int. J. Pattern Recognit. Artif. Intell. |
2020 |
DBLP DOI BibTeX RDF |
|
19 | Hao Chen 0099, Chang Wang, Jian Huang 0010, Jiangtao Kong, Hanqiang Deng |
XCS with opponent modelling for concurrent reinforcement learners. |
Neurocomputing |
2020 |
DBLP DOI BibTeX RDF |
|
19 | Anthony Stein, Roland Maier, Lukas Rosenbauer, Jörg Hähner |
XCS Classifier System with Experience Replay. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
19 | Hao Chen 0099, Chang Wang, Jian Huang 0010, Jianxing Gong |
Efficient Use of heuristics for accelerating XCS-based Policy Learning in Markov Games. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
19 | Trung B. Nguyen, Will N. Browne, Mengjie Zhang 0001 |
Constructing Complexity-efficient Features in XCS with Tree-based Rule Conditions. |
CoRR |
2020 |
DBLP BibTeX RDF |
|
19 | Masakazu Tadokoro, Satoshi Hasegawa, Takato Tatsumi, Hiroyuki Sato, Keiki Takadama |
Local Covering: Adaptive Rule Generation Method Using Existing Rules for XCS. |
CEC |
2020 |
DBLP DOI BibTeX RDF |
|
19 | Lukas Rosenbauer, Anthony Stein, Roland Maier, David Pätzel, Jörg Hähner |
XCS as a reinforcement learning approach to automatic test case prioritization. |
GECCO Companion |
2020 |
DBLP DOI BibTeX RDF |
|
19 | Motoki Horiuchi, Masaya Nakata |
Self-adaptation of XCS learning parameters based on learning theory. |
GECCO |
2020 |
DBLP DOI BibTeX RDF |
|
19 | Anthony Stein, Roland Maier, Lukas Rosenbauer, Jörg Hähner |
XCS classifier system with experience replay. |
GECCO |
2020 |
DBLP DOI BibTeX RDF |
|
19 | Zheming Zhang, Will N. Browne, Dale A. Carnegie |
XCS with Combined Reward Method (XCSCR) for Policy Search in Multistep Problems. |
CEC |
2019 |
DBLP DOI BibTeX RDF |
|
19 | Trung B. Nguyen, Will N. Browne, Mengjie Zhang 0001 |
Online Feature-Generation of Code Fragments for XCS to Guide Feature Construction. |
CEC |
2019 |
DBLP DOI BibTeX RDF |
|
19 | Takato Tatsumi, Keiki Takadama |
Comparison of Statistical Table- and Non-Statistical Table-based XCS in Noisy Environments. |
CEC |
2019 |
DBLP DOI BibTeX RDF |
|
19 | Masaya Nakata, Will Neil Browne |
How XCS can prevent misdistinguishing rule accuracy: a preliminary study. |
GECCO (Companion) |
2019 |
DBLP DOI BibTeX RDF |
|
19 | Trung B. Nguyen, Will N. Browne, Mengjie Zhang 0001 |
Improvement of code fragment fitness to guide feature construction in XCS. |
GECCO |
2019 |
DBLP DOI BibTeX RDF |
|
19 | Takato Tatsumi, Keiki Takadama |
XCS-CR for handling input, output, and reward noise. |
GECCO (Companion) |
2019 |
DBLP DOI BibTeX RDF |
|
19 | David Pätzel, Anthony Stein, Jörg Hähner |
A survey of formal theoretical advances regarding XCS. |
GECCO (Companion) |
2019 |
DBLP DOI BibTeX RDF |
|
19 | Anthony Stein |
Interpolation-Assisted Evolutionary Rule-Based Machine Learning - Strategies to Counter Knowledge Gaps in XCS-Based Self-Learning Adaptive Systems. |
|
2019 |
RDF |
|
19 | Satvik Jain, Siddharth Verma, Swaraj Kumar, Swati Aggarwal |
An Evolutionary Learning Approach to Play Othello Using XCS. |
CEC |
2018 |
DBLP DOI BibTeX RDF |
|
19 | Xiu Cheng, Will N. Browne, Mengjie Zhang 0001 |
Decomposition Based Multi-Objective Evolutionary Algorithm in XCS for Multi-Objective Reinforcement Learning. |
CEC |
2018 |
DBLP DOI BibTeX RDF |
|
19 | Takato Tatsumi, Keiki Takadama |
XCS for Missing Attributes in Data. |
SCIS&ISIS |
2018 |
DBLP DOI BibTeX RDF |
|
19 | Masaya Nakata, Will N. Browne, Tomoki Hamagami |
Theoretical adaptation of multiple rule-generation in XCS. |
GECCO |
2018 |
DBLP DOI BibTeX RDF |
|
19 | David Pätzel, Jörg Hähner |
An algebraic description of XCS. |
GECCO (Companion) |
2018 |
DBLP DOI BibTeX RDF |
|
19 | Caili Zhang, Takato Tatsumi, Hiyoyuki Sato, Tim Kovacs, Keiki Takadama |
Classifier generalization for comprehensive classifiers subsumption in XCS. |
GECCO (Companion) |
2018 |
DBLP DOI BibTeX RDF |
|
19 | Takato Tatsumi, Tim Kovacs, Keiki Takadama |
XCS-CR: determining accuracy of classifier by its collective reward in action set toward environment with action noise. |
GECCO (Companion) |
2018 |
DBLP DOI BibTeX RDF |
|