301 entries « 3 of 7 »

2016

Guerrero-Enamorado, A; Morell, C; Noaman, A Y; Ventura, S

An Algorithm Evaluation for Discovering Classification Rules with Gene Expression Programming Journal Article

International Journal of Computational Intelligence Systems, 9 (2), pp. 263-280, 2016.

Links | BibTeX | Tags:

Herrera, F; Ventura, S; Bello, R; Cornelis, C; Zafra, A; Sánchez-Tarragó, D; Vluymans, S

Multiple instance learning: Foundations and algorithms Book

2016.

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Lozano, M; García-Martínez, C; Rodríguez, F J; Trujillo, H M

Optimizing Network Attacks by Artificial Bee Colony Journal Article

Information Sciences, 377 , pp. 30–50, 2016, ISSN: 00200255.

Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics

Lozano, M; García-Martínez, C; Rodríguez, F J; Trujillo, H M

Optimización de ataques a redes complejas mediante un algoritmo de colonias de abejas artificiales Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 103–112, 2016.

BibTeX | Tags: Bioinspired algorithms, Metaheuristics

Luna, J M; Padillo, F; Ventura, S

Minería de reglas de asociación excepcionales extraídas con algoritmos evolutivos Inproceedings

XI Congreso Espa~nol sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 127-136, 2016, ISBN: 978-84-9012-632-5.

BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning

Luna, J M; Cano, A; Sakalauskas, V; Ventura, S

Discovering useful patterns from multiple instance data Journal Article

Information Science, 357 , pp. 23–38, 2016.

Links | BibTeX | Tags: Association Rule Mining, Multi-instance Learning, Pattern Mining, Unsupervised Learning

Luna, J M

Pattern mining: current status and emerging topics Journal Article

Progress in Artificial Intelligence, 5 (3), pp. 165–170, 2016.

Links | BibTeX | Tags: Pattern Mining, Unsupervised Learning

Luna, J M; Pechenizkiy, M; Ventura, S

Mining exceptional relationships with grammar-guided genetic programming Journal Article

Knowledge and Information Systems, 47 (3), pp. 571–594, 2016.

Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning

Luna, J M; Cano, A; Pechenizkiy, M; Ventura, S

Speeding-Up Association Rule Mining With Inverted Index Compression Journal Article

IEEE Transactions on Cybernetics, 46 (12), pp. 3059-3072, 2016.

Links | BibTeX | Tags: Association Rule Mining, Big Data Mining, Pattern Mining, Unsupervised Learning

Moyano, J M; Sánchez, L

RKEEL: Using KEEL in R Code Inproceedings

2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, Vancouver, Canada, July 24-29, 2016, pp. 257–264, 2016.

Links | BibTeX | Tags: Data Mining Software, Software Design and Development

Moyano, J M; Gibaja, E; Ventura, S

Una herramienta para analizar conjuntos de datos multi-etiqueta Inproceedings

XVII Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA '16, pp. 857–866, 2016, ISBN: 978-84-9012-632-5.

Links | BibTeX | Tags: Data Preprocessing, Feature Selection, Instance Selection, Multi-label Learning, Multi-view Learning, Software Design and Development

Noaman, A Y; Luna, J M; Ragab, A H M; Ventura, S

Recommending degree studies according to students attitudes in high school by means of subgroup discovery Journal Article

International Journal of Computational Intelligence Systems, 9 (6), pp. 1101-1117, 2016.

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2015

García-Martínez, C; Blum, C; Rodriguez, F J; Lozano, M

The firefighter problem: Empirical results on random graphs Journal Article

Computers & Operations Research, 60 , pp. 55–66, 2015, ISSN: 03050548.

Abstract | Links | BibTeX | Tags: Metaheuristics

Lozano, M; Rodriguez, F J; García-Martínez, C

A two-stage constructive method for the unweighted minimum string cover problem Journal Article

Knowledge-Based Systems, 77 , pp. 103–113, 2015, ISSN: 09507051.

Abstract | Links | BibTeX | Tags: Metaheuristics

Pinheiro, D; Cano, A; Ventura, S

Synthesis of In-Place Iterative Sorting Algorithms Using GP: A Comparison Between STGP, SFGP, G3P and GE Inproceedings

Proceedings of the 17th Portuguese Conference on Artificial Intelligence, pp. 305–310, 2015.

BibTeX | Tags: Genetic Programming

Ramírez, A; Romero, J R; Ventura, S

An Extensible JCLEC-based Solution for the Implementation of Multi-Objective Evolutionary Algorithms Inproceedings

Proceedings of the 17th Genetic and Evolutionary Computation Conference, GECCO'15 Companion, pp. 1085-1092, ACM, Madrid, Spain, 2015, ISBN: 978-1-4503-3488-4.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Multi-objective Optimization, Software Design and Development

Ramírez, A; Romero, J R; Ventura, S

An approach for the evolutionary discovery of software architectures Journal Article

Information Sciences, 305 , pp. 234-255, 2015.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Search-based Software Engineering

Ramírez, A; Romero, J R; Ventura, S

Interactividad en el descubrimiento evolutivo de arquitecturas Inproceedings

XX Jornadas en Ingeniería del Software y Bases de Datos (JISBD'15), 2015.

Links | BibTeX | Tags: Search-based Software Engineering

Ramírez, A; Romero, J R; Ventura, S

Estudio preliminar del rendimiento de familias de algoritmos multiobjetivo en diseño arquitectónico Inproceedings

X Congreso Espa~nol sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados, MAEB'15, pp. 173-180, 2015.

BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Metaheuristics, Multi-objective Optimization, Search-based Software Engineering

Reyes, O; Morell, C; Ventura, S

Scalable extensions of the ReliefF algorithm for weighting and selecting features on the multi-label learning context Journal Article

Neurocomputing, 161 , pp. 168–182, 2015.

Links | BibTeX | Tags: Data Preprocessing, Feature Selection, Multi-label Learning, Supervised Learning

Pérez, E; Reyes, O; Ventura, S

Aplicación del aprendizaje activo en el diagnóstico médico Inproceedings

IV Encontro Regional de Computação e Sistemas de Informação (ENCOSIS-2015), 2015.

Links | BibTeX | Tags: Active Learning

Pérez, E; Reyes, O

Least confident sampling strategy for cardiac diseases diagnosis Inproceedings

VII Conferencia Científica Internacional de la Universidad de Holguín, Holguín, Cuba, 2015.

BibTeX | Tags: Active Learning

Pérez, E; Reyes, O

Aplicación del método ponderado de densidad en problemas de clasificación Inproceedings

Congreso Internacional de Matemática y Computación (COMPUMAT-2015), Habana, Cuba, 2015.

BibTeX | Tags: Active Learning

Rodríguez-Díaz, F J; Lozano, M; García-Martínez, C

Un algoritmo de colonias de abejas artificiales para el problema de agrupación de máxima diversidad Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15), pp. 211–218, 2015.

BibTeX | Tags: Bioinspired algorithms, Metaheuristics

Salado-Cid, R; Luque, G; Romero, J R

Sistema de gestión de flujos de trabajo para la definición visual de aplicaciones basadas en algoritmos evolutivos Inproceedings

XVI Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA'15), pp. 261-270, 2015, ISBN: 978-84-608-4099-2.

Links | BibTeX | Tags: Evolutionary Algorithms, Scientific workflows

Sanchez, J A; Luna, J M; Ventura, S

Modelo de Reglas de Asociación para el Diagnóstico de Prestaciones en el Servicio Público de Empleo Estatal Inproceedings

X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 119-126, 2015.

BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning

Zapata, A; Menéndez, V H; Prieto, M E; Romero, C

Evaluation and selection of group recommendation strategies for collaborative searching of learning objects Journal Article

International Journal of Human Computer Studies, 76 , pp. 22-39, 2015.

Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems

Cano, A; Zafra, A; Ventura, S

Speeding up multiple instance learning classification rules on GPUs Journal Article

Knowledge and Information Systems, 44 (1), pp. 127–145, 2015.

Links | BibTeX | Tags: GP-GPU, Multi-instance Learning

Gibaja, E; Ventura, S

A Tutorial on Multilabel Learning Journal Article

ACM Comput. Surv., 47 (3), pp. 52, 2015.

Links | BibTeX | Tags: Classification, Multi-label Learning

Tang, T Y; Daniel, B K; Romero, C

Recommender systems in social and online learning environments Journal Article

Expert Systems, 32 (2), pp. 261–263, 2015.

Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems

Zapata, A; Menéndez, V H; Prieto, M E; Romero, C

Evaluation and selection of group recommendation strategies for collaborative searching of learning objects Journal Article

Int. J. Hum.-Comput. Stud., 76 , pp. 22–39, 2015.

Links | BibTeX | Tags: Educational Data Mining, Educational Recommender Systems

Olmo, J L; Romero, C; Gibaja, E; Ventura, S

Improving Meta-learning for Algorithm Selection by Using Multi-label Classification: A Case of Study with Educational Data Sets Journal Article

Int. J. Computational Intelligence Systems, 8 (6), pp. 1144–1164, 2015.

Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance

Delgado-Osuna, J A; Lozano, M; García-Martínez, C

Algoritmo de colonias de abejas artificiales para la composición de equipos médicos Inproceedings

Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA'15), pp. 199–208, 2015.

Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics

Luna, J M; Cano, A; Ventura, S

Genetic Programming for Mining Association Rules in Relational Database Environments Incollection

Handbook of Genetic Programming Applications, pp. 431-450, Springer International Publishing, 2015, ISBN: 978-3-319-20882-4.

Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning

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

El problema de los cortafuegos. Resultados con métodos heurísticos y con programación lineal entera Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15), pp. 43–50, 2015.

BibTeX | Tags: Metaheuristics

Gibaja, E; Moyano, J M; Ventura, S

Combinación de vistas para clasificación multi-etiqueta: estudio preliminar Inproceedings

XVI Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA'15, pp. 759–768, 2015.

Links | BibTeX | Tags: Classification, Multi-label Learning, Multi-view Learning

Lozano, M; Rodríguez-Díaz, F J; García-Martínez, C

Una metaheurísticas multiarranque para el problema de la partición entera común mínima Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'15), pp. 75–82, 2015.

BibTeX | Tags: Metaheuristics

Luna, J M; Romero, C; Romero, J R; Ventura, S

An evolutionary algorithm for the discovery of rare class association rules in learning management systems Journal Article

Applied Intelligence, 42 (3), pp. 501-513, 2015.

Links | BibTeX | Tags: Association Rule Mining, Educational Data Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning

Luna, J M; Cano, A; Ventura, S

An Evolutionary Self-Adaptive Algorithm for Mining Association Rules Incollection

Data Mining: Principles, Applications and Emerging Challenges, Nova Publishers, 2015, ISBN: 978-1-63463-770-1.

Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Unsupervised Learning

Cano, A; Luna, J M; Zafra, A; Ventura, S

A Classification Module for Genetic Programming Algorithms in JCLEC Journal Article

Journal of Machine Learning Research, 16 , pp. 491-494, 2015.

Links | BibTeX | Tags: Classification, Genetic Programming

Jiménez, M A; Luna, J M; Romero, C; Ventura, S

Discovering clues to avoid middle school failure at early stages Inproceedings

Proceedings of the 5th International Conference on Learning Analytics and Knowledge, pp. 300-304, 2015, ISBN: 978-1-4503-3417-4.

Links | BibTeX | Tags: Educational Data Mining, Predicting Student Performance

Moyano, J M; Gibaja, E; Cano, A; Luna, J M; Ventura, S

Diseño automático de multi-clasificadores basados en proyecciones de etiquetas Inproceedings

XVI Conferencia de la Asociación Española para la Inteligencia Artificial, pp. 355–365, 2015.

Links | BibTeX | Tags: Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning

Moyano, J M; Gibaja, E; Cano, A; Luna, J M; Ventura, S

Algoritmo evolutivo para optimizar ensembles de clasificadores multi-etiqueta Inproceedings

X Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 219-225, 2015.

Links | BibTeX | Tags: Classification, Evolutionary Algorithms, Multi-label Learning, Supervised Learning

2014

García-Martínez, C; Glover, F; Rodriguez, F J; Lozano, M; Martí, R

Strategic oscillation for the quadratic multiple knapsack problem Journal Article

Computational Optimization and Applications, 58 (1), pp. 161–185, 2014, ISSN: 0926-6003.

Links | BibTeX | Tags: Metaheuristics

Lozano, M; Glover, F; García-Martínez, C; Rodríguez, F J; Martí, R

Tabu search with strategic oscillation for the quadratic minimum spanning tree Journal Article

IIE Transactions, 46 (4), pp. 414–428, 2014, ISSN: 0740-817X.

Links | BibTeX | Tags: Metaheuristics

García-Martínez, C; Rodriguez, F J; Lozano, M

Tabu-enhanced iterated greedy algorithm: A case study in the quadratic multiple knapsack problem Journal Article

European Journal of Operational Research, 232 (3), pp. 454–463, 2014, ISSN: 03772217.

Links | BibTeX | Tags: 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

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

Swarm-based metaheuristics in automatic programming: A survey Journal Article

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 4 (6), pp. 445-469, 2014.

Links | BibTeX | Tags: Bioinspired algorithms, Metaheuristics

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

Classification Rule Mining with Iterated Greedy Inproceedings

International Conference on Hybrid Artificial Intelligence Systems, pp. 585–596, 2014.

Links | BibTeX | Tags: Classification, Supervised Learning

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

301 entries « 3 of 7 »

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