Show all

2016

Ventura, S; Luna, J M

Pattern Mining with Evolutionary Algorithms Book

Springer, 2016, ISBN: 978-3-319-33857-6.

Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Multi-objective Optimization, Pattern Mining, Subgroup Discovery, Unsupervised Learning

2014

Blum, C; Blesa, M J; García-Martínez, C; Rodríguez, F J; Lozano, M

The Firefighter Problem: Application of Hybrid Ant Colony Optimization Algorithms Inproceedings

European Conference on Evolutionary Computation in Combinatorial Optimization, pp. 218–229, 2014.

Links | BibTeX | Tags: Ant Programming, Bioinspired algorithms, Metaheuristics

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

Single and multi-objective ant programming for mining interesting rare association rules Journal Article

International Journal of Hybrid Intelligent Systems, 11 (3), pp. 197–209, 2014.

Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Multi-objective Optimization

2013

Cano, A; Olmo, J L; Ventura, S

Parallel multi-objective Ant Programming for classification using GPUs Journal Article

Journal of Parallel and Distributed Computing, 73 (6), pp. 713-728, 2013.

Links | BibTeX | Tags: Ant Programming, GP-GPU, Multi-objective Optimization

Cano, A; Olmo, J L; Ventura, S

Programación Automática con Colonias de Hormigas Multi-Objetivo en GPUs Inproceedings

IX Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, MAEB'13, pp. 288–297, 2013.

BibTeX | Tags: Ant Programming, GP-GPU, Multi-objective Optimization

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

Mining association rules with single and multi-objective grammar guided ant programming Journal Article

Integrated Computer-Aided Engineering, 20 (3), pp. 217-234, 2013.

Links | BibTeX | Tags: Ant Programming, Association Rule Mining, Bioinspired algorithms, Evolutionary Algorithms, Multi-objective Optimization, Pattern Mining, Unsupervised Learning

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

On the use of ant programming for mining rare association rules Inproceedings

Proceedings of the World Congress on Nature and Biologically Inspired Computing, NaBIC'13, pp. 220-225, 2013.

Links | BibTeX | Tags: Ant Programming, Association Rule Mining

2012

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

Multi-objective ant programming for mining classification rules Inproceedings

Proceedings of the 15th European Conference on Genetic Programming, EuroGP'12, pp. 146-157, 2012.

Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization

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

Binary and multiclass imbalanced classification using multi-objective ant programming Inproceedings

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, ISDA'12, pp. 70-76, 2012.

Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization

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

Programación con Hormigas Multi-Objetivo para la Extracción de Reglas de Clasificación Inproceedings

VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, MAEB'12, pp. 219–226, 2012.

BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization

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

Classification rule mining using ant programming guided by grammar with multiple Pareto fronts Journal Article

Soft Computing, 16 (12), pp. 2143-2163, 2012.

Links | BibTeX | Tags: Ant Programming, Classification, Multi-objective Optimization

2011

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

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

Minería de Reglas de Clasificación mediante un Algoritmo de Programación Automática con Hormigas Inproceedings

VII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 243-250, Valencia, España, 2010.

BibTeX | Tags: Ant Programming, Bioinspired algorithms, Classification, Evolutionary Algorithms, Supervised Learning

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

An Automatic Programming ACO-Based Algorithm for Classification Rule Mining Inproceedings

Proceedings of the 8th International Conference on Practical Applications of Agents and Multiagent Systems, pp. 649–656, Salamanca, Spain, 2010.

Links | BibTeX | Tags: Ant Programming, Bioinspired algorithms, Classification, Evolutionary Algorithms, Supervised 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