Show all

2021

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

Grammar-Based Evolutionary Approach for Automatic Workflow Composition with Open Preprocessing Sequence Inproceedings

International Conference on Soft Computing and Pattern Recognition, pp. 647–656, Springer 2021.

Links | BibTeX | Tags: Classification, Data Science, Evolutionary Algorithms, Grammar-Based Genetic Programming, Scientific workflows

Barbudo, R; Ramírez, A; Servant, F; Romero, J R

GEML: A grammar-based evolutionary machine learning approach for design-pattern detection Journal Article

Journal of Systems and Software, 175 , pp. 110919, 2021.

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

Romero, J R; Barbudo, R; Ramírez, A; Servant, F

Detección de patrones de diseño con GEML: discusión y enfoque práctico Inproceedings

XXV Jornadas en Ingenier'ia del Software y Bases de Datos (JISBD), 2021.

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

2020

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

Exceptional in so Many Ways—Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios Journal Article

IEEE Access, 8 , pp. 200982-200994, 2020.

Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining

Luna, J M; Fournier-Viger, P; Ventura, S

Extracting user-centric knowledge on two different spaces: Concepts and records Journal Article

IEEE Access, 8 , pp. 134782-134799, 2020.

Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Grammar-Based Genetic Programming, Metaheuristics, Pattern Mining

Quintero-Domínguez, L; Morell, C; Ventura, S

A propositionalization method of multi-relational data based on Grammar-Guided Genetic Programming Journal Article

Expert Systems with Applications, pp. 114263, 2020.

Links | BibTeX | Tags: Data Science, Evolutionary Algorithms, Genetic Algorithms, Genetic Programming, Grammar-Based Genetic Programming

2019

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

A Grammar-Guided Genetic Programing Algorithm for Associative Classification in Big Data Journal Article

Cognitive Computation, 11 , pp. 331-346, 2019.

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

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

Associative classification in big data through a G3P approach Inproceedings

IoTBDS 2019 - Proceedings of the 4th International Conference on Internet of Things, Big Data and Security, pp. 94-102, 2019.

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

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

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

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

IEEE Trans. Cybernetics, 48 (11), pp. 3030–3044, 2018.

Links | BibTeX | Tags: Association Rule Mining, Grammar-Based Genetic Programming, Pattern Mining

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

Mining association rules on Big Data through MapReduce genetic programming Journal Article

Integrated Computer-Aided Engineering, 25 (1), pp. 31–48, 2018.

Links | BibTeX | Tags: Association Rule Mining, Grammar-Based Genetic Programming, Hadoop, Pattern Mining, Scalability, Spark

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

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

2016

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

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

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

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

2013

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

2012

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

Design and behavior study of a grammar-guided genetic programming algorithm for mining association rules Journal Article

Knowledge and Information Systems, 32 (1), pp. 53-76, 2012.

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

A genetic programming free-parameter algorithm for mining association rules Inproceedings

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, pp. 64-69, Kochi, India, 2012.

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

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

Minería de reglas de asociación poco frecuentes con programación genética Inproceedings

VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 181-188, Albacete, España, 2012.

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

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

Detección de intrusos con reglas de asociación: un estudio preliminar Inproceedings

VIII Congreso Español sobre Metaheurísticas and Algoritmos Evolutivos y Bioinspirados, pp. 235-242, Albacete, España, 2012.

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

Zafra, A; Ventura, S

Multi-instance genetic programming for predicting student performance in web based educational environments Journal Article

Applied Soft Computing Journal, 12 (8), pp. 2693-2706, 2012.

Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance

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

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

Mining and Representing Rare Association Rules through the Use of Genetic Programming Inproceedings

Proceedings of the 3rd World Congress on Nature and Biologically Inspired Computing, pp. 86-91, Salamanca, Spain, 2011.

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

Zafra, A; Gibaja, E; Ventura, S

Multiple instance learning with multiple objective genetic programming for web mining Journal Article

Applied Soft Computing Journal, 11 (1), pp. 93-102, 2011.

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

2010

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

G3PARM: A Grammar Guided Genetic Programming Algorithm for Mining Association Rules Inproceedings

Proceedings of the IEEE Congress on Evolutionary Computation, pp. 2586–2593, Barcelona, Spain, 2010.

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

Analysis of the Effectiveness of G3PARM Algorithm Inproceedings

Proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, pp. 27-34, San Sebastian, Spain, 2010.

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

Zafra, A; Ventura, S

Grammar guided genetic programming for multiple instance learning: An experimental study Inproceedings

pp. 925-931, 2010.

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

Zafra, A; Ventura, S

G3P-MI: A genetic programming algorithm for multiple instance learning Journal Article

Information Sciences, 180 (23), pp. 4496-4513, 2010.

Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance 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; Romero, C; Ventura, S

Predicting Academic Achievement Using Multiple Instance Genetic Programming Inproceedings

Ninth International Conference on Intelligent Systems Design and Applications, ISDA 2009, Pisa, Italy , November 30-December 2, 2009, pp. 1120–1125, IEEE Computer Society, 2009, ISBN: 978-0-7695-3872-3.

Links | BibTeX | Tags: Grammar-Based Genetic Programming, Multi-instance Learning, Predicting Student Performance

Zafra, A; Romero, C; Ventura, S; Herrera-Viedma, E

Multi-instance genetic programming for web index recommendation Journal Article

Expert Syst. Appl., 36 (9), pp. 11470–11479, 2009.

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

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

At the ages of fifty four fifty can advise you that I'onal ended up lucky not to have wanted the product sooner, nevertheless loosing your partner of 25yrs 2010 became a curve which modified me personally for a long time. Now there came out a place exactly where click to read fifty had visit to have my tastes fulfilled only to find out this plumbing related desired just a little poke. So I questioned my own Computer system doc intended for a little something with tiny facet is affecting. He or she provided the particular recommended you read Cialis regular 5mg. 1st working day fifty had 5mg without any help to discover more help in the event that t discovered virtually any difference considering the woman never was planning determine, which'azines our system and also l'meters being dedicated to the idea. Regardless, these materials Operates, along with is useful. And click here then up coming night time with your ex m took 10mg at 8pm, and the rest is heritage. Through 13:double zero fifty manufactured my own move, but it appeared to be the most element to live in place until finally the sunlight came up upward , 100%Pleased :)When i't thirty-two as well as gone pretty much 1,5 years without intercourse. I had created pop over to this website plenty of anxiousness related penile erection challenges. And hop over to here then We found this specific great which woman My spouse and i started courting, along with first 2 times us all sex didn'to determine which properly, and i also appeared to be worried about just what exactly your woman considered this matter. We obtained braveness to visit and request cialis approved from the health practitioner. When i had taken 10mg product and it labored perfectly. I could truthfully continue on having sex many times a day without the problems. Merely bad thing is a smallish frustration. For me this can be truly a wonder drug.