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2018

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

2017

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

2016

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

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

Configuración guiada por búsqueda de aplicaciones basadas en microservicios en la nube Inproceedings

XXI Jornadas en Ingeniería del Software y Bases de Datos (JISBD'16), pp. 499-502, 2016, ISBN: 978-84-9012-627-1.

Links | BibTeX | Tags: Multi-objective Optimization, 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

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

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

2014

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

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

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

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

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

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

Zafra, A; Ventura, S

Multi-objective approach based on grammar-guided genetic programming for solving multiple instance problems Journal Article

Soft Computing, 16 (6), pp. 955-977, 2012.

Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization

2011

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

Association Rule Mining using a Multi-Objective Grammar-Based Ant Programming Algorithm Inproceedings

Proceedings of the 11th International Conference on Intelligent Systems Design and Applications, pp. 971-977, Cordoba, Spain, 2011.

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

2009

Zafra, A

Multi-Instance Learning with MultiObjective Genetic Programming Incollection

Wang, J (Ed.): Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), pp. 1372–1379, IGI Global, 2009, ISBN: 9781605660103.

Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization

Zafra, A; Ventura, S

A Comparison of Multi-objective Grammar-Guided Genetic Programming Methods to Multiple Instance Learning Inproceedings

Corchado, E; Wu, X; Oja, E; Herrero, A; Baruque, B (Ed.): Hybrid Artificial Intelligence Systems, 4th International Conference, HAIS 2009, Salamanca, Spain, June 10-12, 2009. Proceedings, pp. 450–458, Springer, 2009, ISBN: 978-3-642-02318-7.

Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Multi-objective Optimization

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