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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

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

Estudio de escalabilidad de implementaciones multiobjetivo en problemas con muchos objetivos Inproceedings

Conferencia de la Asociación Española para la Inteligencia Artificial - XI Congreso Español sobre Metaheuristicas, Algoritmos Evolutivos y Bioinspirados (CAEPIA - MAEB 2018), 2018.

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

Ramírez, A; Romero, J R; Ventura, S

Interactive Multi-Objective Evolutionary Optimization of Software Architectures Journal Article

Information Sciences, 463-464 , pp. 92-109, 2018, ISSN: 0020-0255.

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

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

An evolutionary approach to build ensembles of multi-label classifiers Journal Article

Information Fusion, 2018, ISSN: 1566-2535.

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

Reyes, O; Moyano, J M; Luna, J M; Ventura, S

Resolviendo el problema de regresión multi-salida mediante Gene Expression Programming Inproceedings

XVIII Conferencia de la Asociación Española para la Inteligencia Artificial, CAEPIA 2018, pp. 907–912, 2018.

Links | BibTeX | Tags: Evolutionary Algorithms, Gene Expression Programming (GEP), Multi-label Learning

Reyes, O; Moyano, J M; Luna, J M; Ventura, S

A gene expression programming method for multi-target regression Inproceedings

Proceedings of the International Conference on Learning and Optimization Algorithms: Theory and Applications, LOPAL 2018, Rabat, Morocco, May 2-5, 2018., pp. 2:1–2:6, 2018.

Links | BibTeX | Tags: Evolutionary Algorithms, Gene Expression Programming (GEP), Multi-label Learning

Luna, J M; Ondra, M; Fardoun, H M; Ventura, S

Optimization of quality measures in association rule mining: an empirical study Journal Article

International Journal of Computational Intelligence Systems, 12 (1), pp. 59–78, 2018.

Links | BibTeX | Tags: Association Rule Mining, Evolutionary Algorithms, Pattern Mining, Unsupervised Learning

Reyes, O; Ventura, S

Evolutionary Strategy to perform Batch-Mode Active Learning on Multi-Label Data Journal Article

ACM Transactions on Intelligent Systems and Technology, 9 (4), pp. 46–1, 2018.

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

Luna, J M; Reyes, O; del Jesus, M J; Ventura, S

Reglas de Asociacion en Datos Multi-Instancia mediante Programacion Genética Gramatical Inproceedings

IX Simposio Teoría y Aplicaciones de Minería de Datos, CAEPIA-2018, Granada, España, pp. 815–820, 2018.

BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Multi-instance Learning, Pattern Mining

2017

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

An evolutionary algorithm for optimizing the target ordering in Ensemble of Regressor Chains Inproceedings

2017 IEEE Congress on Evolutionary Computation (CEC), pp. 2015-2021, 2017.

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

Ramírez, A; Parejo, J A; Romero, J R; Segura, S; Ruiz-Cortés, A

Evolutionary composition of QoS-aware web services: a many-objective perspective Journal Article

Expert Systems with Applications, 72 , pp. 357-370, 2017, ISSN: 0957-4174.

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

Ramírez, A; Romero, J R; Ventura, S

On the effect of local search in the multi-objective evolutionary discovery of software architectures Inproceedings

IEEE Congress on Evolutionary Computation (CEC), pp. 2038–2045, IEEE, 2017.

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

Ramírez, A; Romero, J R; Ventura, S

Búsqueda coevolutiva interactiva aplicada al diseño de software Inproceedings

XXII Jornadas en Ingeniería del Software y Bases de Datos (JISBD'17), 2017.

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

Bardudo, R; Ramírez, A; Romero, J R; Ventura, S

Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión Inproceedings

XXII Jornadas en Ingeniería del Software y Bases de Datos (JISBD'17), 2017.

Links | BibTeX | Tags: Evolutionary Algorithms, Grammar-Based Genetic Programming, Pattern Mining, Search-based Software Engineering

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

An evolutionary algorithm for mining rare association rules: A Big Data approach Inproceedings

2017 IEEE Congress on Evolutionary Computation, CEC 2017, Donostia, San Sebastián, Spain, June 5-8, 2017, pp. 2007–2014, 2017.

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

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

Mining Context-Aware Association Rules Using Grammar-Based Genetic Programming Journal Article

IEEE Transactions on Cybernetics, 99 (PP), pp. 1-15, 2017.

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

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

Descubrimiento de patrones de diseño basado en buenas prácticas: modelo y discusión Inproceedings

Actas de XXII Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD'17), 2017.

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

García-Martínez, C; Gutiérrez, P D; Molina, D; Lozano, M; Herrera, F

Since CEC 2005 competition on real-parameter optimisation: a decade of research, progress and comparative analysis's weakness Journal Article

Soft Computing, 21 (19), pp. 5573–5583, 2017.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

2016

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

A genetic algorithm for the minimum generating set problem Journal Article

Applied Soft Computing, 48 , pp. 254–264, 2016, ISSN: 15684946.

Abstract | Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics

Cano, A; García-Martínez, C

Optimización con 100 millones de variables reales sobre múltiples unidades de procesamiento gráfico Inproceedings

Congreso de Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 377–386, 2016.

Links | BibTeX | Tags: Bioinspired algorithms, Evolutionary Algorithms, Genetic Algorithms, Metaheuristics, Scalability

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; 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

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

Algoritmo de programación genética gramatical para la extracción de reglas de asociación en Big Data usando el paradigma MapReduce Inproceedings

XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 137-148, 2016, ISBN: 978-84-9012-632-5.

BibTeX | Tags: Association Rule Mining, Big Data Mining, Evolutionary Algorithms, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark, Unsupervised Learning

Ramírez, A; Romero, J R; Ventura, S

A comparative study of many-objective evolutionary algorithms for the discovery of software architectures Journal Article

Empirical Software Engineering, 21 , pp. 2546–2600, 2016, ISSN: 1573-7616.

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

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

Memetic Algorithms for the Automatic Discovery of Software Architectures Inproceedings

16th International Conference on Intelligent Systems Design and Applications (ISDA'16), 2016.

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

Ramírez, A; Molina, J A; Romero, J R; Ventura, S

Estudio de mecanismos de hibridación para el descubrimiento evolutivo de arquitecturas Inproceedings

XXI Jornadas en Ingeniería del Software y Bases de Datos (JISBD'16), pp. 481-494, 2016, ISBN: 978-84-9012-627-1.

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

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

Herramienta basada en computación evolutiva interactiva para arquitectos software Inproceedings

XI Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB'16), pp. 387-396, 2016, ISBN: 978-84-9012-632-5.

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

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

2015

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

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

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

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

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

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

2014

Cano, A; Yeguas-Bolivar, E; Muñoz-Salinas, R; Medina-Carnicer, R; Ventura, S

Parallelization strategies for markerless human motion capture Journal Article

Journal of Real-Time Image Processing, In press , 2014.

Links | BibTeX | Tags: Evolutionary Algorithms, GP-GPU

Cano, A; Zafra, A; Ventura, S

Parallel evaluation of Pittsburgh rule-based classifiers on GPUs Journal Article

Neurocomputing, 126 , pp. 45-57, 2014.

Links | BibTeX | Tags: Classification, Evolutionary Algorithms, GP-GPU

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

Reducing gaps in quantitative association rules: a genetic programming free-parameter algorithm Journal Article

Integrated Computer Aided Engineering, 21 (4), pp. 321-337, 2014.

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

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

On the adaptability of G3PARM to the extraction of rare association rules Journal Article

Knowledge and Information Systems, 38 (2), pp. 391-418, 2014.

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

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

On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery Journal Article

IEEE Transactions on Cybernetics, 44 (12), pp. 2329-2341, 2014, ISSN: 2168-2267.

Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery

Ramírez, A; Romero, J R; Ventura, S

On the Performance of Multiple Objective Evolutionary Algorithms for Software Architecture Discovery Inproceedings

Proceedings of the Conference on Genetic and Evolutionary Computation, GECCO'14, pp. 1287-1294, 2014.

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

Reyes, O; Morell, C; Ventura, S

Evolutionary feature weighting to improve the performance of multi-label lazy algorithms Journal Article

Integrated Computer-Aided Engineering, 21 (4), pp. 339-354, 2014.

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

2013

Cano, A; Zafra, A; Ventura, S

Weighted data gravitation classification for standard and imbalanced data Journal Article

IEEE Transactions on Cybernetics, 43 (6), pp. 1672-1687, 2013.

Links | BibTeX | Tags: Classification, Evolutionary Algorithms, GP-GPU

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

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

Grammar-based multi-objective algorithms for mining association rules Journal Article

Data and Knowledge Engineering, 86 , pp. 19-37, 2013.

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

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

Discovering Subgroups by means of Genetic Programming Inproceedings

Proceedings of the 16th European Conference on Genetic Programming, pp. 121-132, Vienna, Austria, 2013.

Links | BibTeX | Tags: Evolutionary Algorithms, Genetic Programming, Grammar-Based Genetic Programming, Pattern Mining, Subgroup Discovery

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

Extracción de reglas de asociación frecuentes en bases de datos relacionales Inproceedings

IX Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 753-762, Madrid, España, 2013.

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

91 entries « 1 of 2 »