Towards Principled Synthetic Benchmarks for Explainable Rule Set Learning Algorithms

Author:

Pätzel David1ORCID,Heider Michael1ORCID,Hähner Jörg1ORCID

Affiliation:

1. University of Augsburg, Augsburg, Germany

Publisher

ACM

Reference25 articles.

1. A Fast and Scalable Multiobjective Genetic Fuzzy System for Linguistic Fuzzy Modeling in High-Dimensional Regression Problems

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

3. A neural learning classifier system with self-adaptive constructivism

4. Martin V. Butz and Wolfgang Stolzmann . 2002 . An Algorithmic Description of ACS2. In Advances in Learning Classifier Systems, Pier Luca Lanzi, Wolfgang Stolzmann, and Stewart W. Wilson (Eds.). Springer Berlin Heidelberg , Berlin, Heidelberg, 211--229. Martin V. Butz and Wolfgang Stolzmann. 2002. An Algorithmic Description of ACS2. In Advances in Learning Classifier Systems, Pier Luca Lanzi, Wolfgang Stolzmann, and Stewart W. Wilson (Eds.). Springer Berlin Heidelberg, Berlin, Heidelberg, 211--229.

5. A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems

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1. A Closer Look at Length-niching Selection and Spatial Crossover in Variable-length Evolutionary Rule Set Learning;Proceedings of the Genetic and Evolutionary Computation Conference Companion;2024-07-14

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

3. Measuring Similarities in Model Structure of Metaheuristic Rule Set Learners;Lecture Notes in Computer Science;2024

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