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2019

Cano, A; Krawczyk, B

Evolving Rule-Based Classifiers with Genetic Programming on GPUs for Drifting Data Streams Journal Article

Pattern Recognition, 87 , pp. 248-268, 2019.

Links | BibTeX | Tags: Classification, Classification Rules, Genetic Programming, GP-GPU, Grammar-Based Genetic Programming

2018

Barbudo, R; Romero, J R; Ventura, S

Aprendizaje automático con programación genética gramatical para la detección de patrones de diseño Inproceedings

Conferencia de la Asociaci'on Espa~nola para la Inteligencia Artificial - XI Congreso Espa~nol sobre Metaheur'isticas, Algoritmos Evolutivos y Bioinspirados (CAEPIA 2018), 2018.

Links | BibTeX | Tags: Classification Rules, Evolutionary Algorithms, Grammar-Based Genetic Programming, Software Design and Development

Cano, A; Krawczyk, B

Learning classification rules with differential evolution for high-speed data stream mining on GPUs Inproceedings

IEEE Congress on Evolutionary Computation, pp. 197-204, 2018.

BibTeX | Tags: Classification, Classification Rules, GP-GPU

2017

García-Martínez, C; Ventura, S

Multi-view semi-supervised learning using genetic programming interpretable classification rules Inproceedings

Proceedings of the IEEE Congress on Evolutionary Computation, pp. 573-579, San Sebastian, Spain, 2017.

BibTeX | Tags: Classification Rules, Grammar-Based Genetic Programming, Multi-view Learning

2014

Pedraza, J A; García-Martínez, C; Cano, A; Ventura, S

Classification rule mining with iterated greedy Inproceedings

Proceedings of the 9th International Conference on Hybrid Artificial Intelligent Systems, HAIS'14, pp. 585-596, 2014.

Links | BibTeX | Tags: Classification, Classification Rules

2013

Cano, A; Zafra, A; Ventura, S

An interpretable classification rule mining algorithm Journal Article

Information Sciences, 240 , pp. 1-20, 2013.

Links | BibTeX | Tags: Classification, Classification Rules, Evolutionary Algorithms

2011

Cano, A; Zafra, A; Ventura, S

An EP algorithm for learning highly interpretable classifiers Inproceedings

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, ISDA'11, pp. 325-330, 2011.

Links | BibTeX | Tags: Classification, Classification Rules, Genetic Programming

Olmo, J L; Romero, J R; Ventura, S

Using ant programming guided by grammar for building rule-based classifiers Journal Article

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 41 (6), pp. 1585-1599, 2011.

Links | BibTeX | Tags: Ant Programming, Classification, Classification Rules

2010

Ávila, J L; Gibaja, E; Ventura, S

Evolving multi-label classification rules with gene expression programming: a preliminary study Inproceedings

International Conference on Hybrid Artificial Intelligence Systems, pp. 9–16, Springer 2010.

BibTeX | Tags: Classification, Classification Rules, Gene Expression Programming (GEP), Multi-label Learning

Olmo, J L; Romero, J R; Ventura, S

A grammar based ant programming algorithm for mining classification rules Inproceedings

Proceedings of the IEEE World Congress on Computational Intelligence, WCCI'10, 2010.

Links | BibTeX | Tags: Ant Programming, Classification, Classification Rules

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