Improving the search of learning classifier systems through interpretable feature clustering

Author:

Andersen Hayden1,Lensen Andrew1,Browne Will N.2

Affiliation:

1. Victoria University of Wellington, Wellington, New Zealand

2. Queensland University of Technology, Brisbane, Australia

Publisher

ACM

Reference13 articles.

1. Introduction to Learning Classifier Systems

2. Y. Liu "Learning Classifier Systems for Understanding Patterns in Data " 6 2021. Y. Liu "Learning Classifier Systems for Understanding Patterns in Data " 6 2021.

3. The Elements of Statistical Learning

4. A. Gupta A. Gupta and K. Sharma "Clustering based feature selection methods from fmri data for classification of cognitive states of the human brain " in 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) 2016 pp. 3581--3584. A. Gupta A. Gupta and K. Sharma "Clustering based feature selection methods from fmri data for classification of cognitive states of the human brain " in 2016 3rd International Conference on Computing for Sustainable Global Development (INDIACom) 2016 pp. 3581--3584.

5. Accuracy-Based Learning Classifier Systems: Models, Analysis and Applications to Classification Tasks

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1. A Survey on Learning Classifier Systems from 2022 to 2024;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

2. Evolutionary Computation and Explainable AI Towards ECXAI 2023: A Year in Review;ACM SIGEVOlution;2023-06

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