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KEEL is a software tool to assess evolutionary algorithms for Data Mining problems of various kinds including regression, classification, unsupervised learning, etc.
| Members |
| Ph. Doctor = 31 Ph. D. Students = 14 |
Ph. D.
Francisco Herrera Triguero (Head Of Group)
Jesús Alcalá Fernández
Rafael Alcalá Fernández
Sergio Alonso Burgos
José Luis Aznarte Mellado
José Manuel Benítez Sánchez
Francisco Javier Cabrerizo Lorite
Ramón Alberto Carrasco González
Jorge Casillas Barranquero
Francisco Chiclana Parrilla
Oscar Cordón García
Sergio Damas Arroyo
Coral del Val Muñoz
Carlos García Martínez
Oscar Harari
Enrique Herrera Viedma
Javier López Gijón
Antonio Gabriel López Herrera
Manuel Lozano Márquez
Daniel Molina Cabrera
José Manuel Morales del Castillo
Eduardo Peis Redondo
Ana Pérez López
Rocío C. Romero Zaliz
Cristina Rubio Escudero
Antonio Ángel Ruíz Rodríguez
Ana Mª Sánchez López
José Santamaría López
Pedro Villar Castro
Carmen Zarco Fernández
Igor Zwir
Ph. D. Students
Alicia Desirée Benítez Yáñez
Christoph Bergmeir
Manuel Jesús Cobo Martín
Joaquín Derrac Rus
Jose García Moreno-Torres
Jose María García Torres
Lorenzo Hidalgo Rico
Victoria López Morales
Julian Luengo Martín
Ignacio Javier Pérez Gálvez
Ignacio Robles Páiz
Francisco Javier Rodríguez Díaz
José Antonio Sáez Muñoz
Isaac Triguero Velázquez
Ph. D.
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Francisco Herrera Triguero , Ph.D. (Head Of Group) Full Professor Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-240598 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Knowledge extraction based on evolutionary learning, Genetic fuzzy systems, Data preparation, Subgroup discovery, Computing With Words, Aggregation, Decision Making, Real Coding Genetic Algorithms, Memetic Algorithms, Ant Colony Optimization - Member of:
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* 1988 - M.Sc. degree in Maths * 1991 - Ph.D. in Maths |
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Jesús Alcalá Fernández , Ph.D. Assistant Professor Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-240467 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Genetic fuzzy systems, Fuzzy association rules, Data mining software, - Member of:
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* 2002 - M.Sc. degree in Computer Science
* 2006 - Ph.D. in Computer Science |
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Rafael Alcalá Fernández , Ph.D. Assistant Professor Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-246251 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Genetic fuzzy systems, Multiobjective learning, Fuzzy association rules - Member of:
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* 1998 - M.Sc. degree in Computer Science
* 2003 - Ph.D. in Computer Science |
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Sergio Alonso Burgos , Ph.D. Assistant Professor Software Engineering Department University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-241000 Ext. 20452 - Fax: - - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Decision Making, Quality Evaluation, Incomplete Information - Member of:
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* 2003 - M.Sc. degree in Computer Science
* 2006 - Ph.D. in Computer Science |
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José Luis Aznarte Mellado , Ph.D. Postdoctoral Research Engineer Centre for Energy and Processes, MINES ParisTech BP 207 F-06904 Sophia Antipolis Cedex, France |
- Tel: +33493678977 - Fax: +33493957535 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Time series, nonlinear models, renewable energy forecasting - Member of:
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* 2003 - M.Sc. degree in Computer Science
* 2008 - Ph.D. in Computer Science |
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José Manuel Benítez Sánchez , Ph.D. Associate Professor Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-246143 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Member of:
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Francisco Javier Cabrerizo Lorite , Ph.D. Assistant Professor Department of Software Engineering and Computer Systems Distance Learning University of Spain (UNED) 28040 Madrid, Spain |
- Tel: +34 91 3988409 - Fax: +34 91 3988909 - E-mail: - Int. Journals - All Publications - Areas of Interest: Decision Making, incomplete information - Member of:
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* 2006 - M.Sc. degree in Computer Science
* 2008 - Ph.D. in Computer Science |
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Ramón Alberto Carrasco González , Ph.D. Associate Professor Software Engineering Department University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-240637 - Fax: - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Data Mining, Clustering, Classification, Fuzzy Dependencies, Data Mining Languages - Member of:
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* 1990 - Technical Engineer in Computer Science
* 1992 - M.Sc. degree in Computer Science * 2003 - Ph.D. in Computer Science |
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Jorge Casillas Barranquero , Ph.D. Associate Professor Department of Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34 958 240804 - Fax: +34 958 243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Genetic fuzzy systems, Knowledge Discovery, Intelligent Robotics, Estimation Distribution Algorithms - Member of:
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* 1998 - MSc degree in Computer Science * 2001 - PhD degree in Computer Science |
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Francisco Chiclana Parrilla , Ph.D. Reader in Comput. Intelligence Division of Computer Engineering, School of Computing De Montfort University, Leicester, UK |
- Tel: +44-116-207-8413 - Fax: +44-116-254-1891 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Decision Making, Incomplete Information - Member of:
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* 1989 - B.Sc. degree in Mathematics
* 2000 - Ph.D. in Mathematics |
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Oscar Cordón García , Ph.D. Principal Researcher European Centre for Soft Computing Edificio Científico-Tecnológico, 3ª planta C/ Gonzalo Gutiérrez Quirós, s/n E-33600 Mieres, Asturias, Spain |
- Tel: +34-985-456545 - Fax: +34-985-456699 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Fuzzy rule-based systems; Genetic fuzzy systems; Fuzzy and linguistic modeling; Soft computing and information retrieval; Evolutionary algorithms, Ant colony optimization and other metaheuristics, and their applications to different topics (medical image registration, forensic anthropology, assembly lines, etc.), visual science maps design and mining - Member of:
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* 1994 - M.Sc. degree in Computer Science
* 1997 - Ph.D. in Computer Science |
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Sergio Damas Arroyo , Ph.D. Associate Researcher European Centre for Soft Computing Edificio Científico-Tecnológico, 3ª planta C/ Gonzalo Gutiérrez Quirós, s/n E-33600 Mieres, Asturias, Spain |
- Tel: +34-985-456545 - Fax: +34-985-456599 - E-mail: - Int. Journals - All Publications - Member of:
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* 1995 - M.Sc. degree in Computer Science
* 2003 - Ph.D. in Computer Science |
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Coral del Val Muñoz , Ph.D. Contract Researcher Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-240468 - Fax: +34-958-240079. - E-mail: - Int. Journals - All Publications - Areas of Interest: Biological data extraction and integration. Development of high-trouhtput analysis pipelines - Member of:
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* 1999 - Ph.D. in Biological Science * 1995 - UNESCO Master in Edafology and Plant Biology |
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Carlos García Martínez , Ph.D. Assistant Prof Department Computing and Numerical Analysis University of Córdoba, E-14071 Córdoba, Spain |
- Tel: +34-957-212660 - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Real Coding Genetic Algorithms, Local Genetic Algorithms, Ant Colony Systems - Member of:
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* 2003 - M.Sc. degree in Computer Science
* 2008 - Ph.D. in Computer Science |
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Oscar Harari , Ph.D. Postdoc Department of Psychiatry, Washington University in St. Louis, Campus Box 8134, 660 S. Euclid Ave, St. Louis, MO 63110, USA |
- Tel: +34 958 240 468 - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Genetic networks, Fusion of domain knowledge, Parallel computing, Al - Member of:
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* 2009 - PhD. degree in Computer Science
* 1999 - M.Sc. degree in Computer Science |
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Enrique Herrera Viedma , Ph.D. Full Professor Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-244258 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Decision making, information retrieval, information filtering, quality evaluation - Member of:
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* 1993 - M.Sc. degree in Computer Science * 1996 - Ph.D. in Computer Science |
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Javier López Gijón , Ph.D. Associate Professor Departamento de Biblioteconomía y documentación. Campus de Cartuja. E-18071 Granada, Spain |
- Tel: +34-958-243935 - Fax: +34-958-243490 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: information filtering, quality evaluation - Member of:
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* 1978 M.Sc. degree in Philosophy
* 1986 B.Sc. degree in Librarianship and Documentation * 2003 Ph.D. in Documentation |
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Antonio Gabriel López Herrera , Ph.D. Assistant Professor Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-240466 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Information retrieval and filtering, quality evaluation, multiobjective genetic algorithms - Member of:
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* 2003 - M.Sc. degree in Computer Science
* 2006 - Ph.D. in Computer Science * 2007 - M.Sc. degree in Library and Information Science |
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Manuel Lozano Márquez , Ph.D. Associate Professor Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-244258 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Real Coding Genetic Algorithms, Memetic Algorithms, Diversity - Member of:
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* 1992 - M.Sc. degree in Computer Science
* 1995 - Ph.D. in Computer Science |
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Daniel Molina Cabrera , Ph.D. Assistant Professor Dept. Lenguajes y Sistemas Informáticos (Software Engineering Department) University of Cadiz, Escuela Superior de Ingeniería C/ Chile, 1, 11002. |
- Tel: +34956015287 - Fax: +34956015139 - E-mail: - Int. Journals - All Publications - Areas of Interest: Real Coding Genetic Algorithms, Memetic Algorithms - Member of:
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* 2000 - M.Sc. degree in Computer Science
* 2007 - Ph.D. in Computer Science |
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José Manuel Morales del Castillo , Ph.D. Postdoctoral researcher Dpt. Library and Information Science University Carlos III, 28903 Madrid, Spain |
- Tel: +34-916-248424 - Fax: +34-916-249212 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Information retrieval; Semantic Web; Recommender and filtering systems - Member of:
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* 2002- MLS graduate
* 2008- Ph.D. in Information Science |
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Eduardo Peis Redondo , Ph.D. Associate Professor Department of librarianship and information science. Colegio Máximo de Cartuja, 18071 Granada, Spain |
- Tel: +34-958-243940 - Fax: +34-958-243945 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Web Information Retrieval, Semantic Web Technologies, Recommender Systems - Member of:
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* 1987-B.Sc. in Librarianship and Documentation
* 1993-M.Sc. in Geography and History * 1997-Ph.D. in Documentation |
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Ana Pérez López , Ph.D. Associate Professor Facultad de Documentación y Comunicación audiovisual Colegio Máximo de Cartuja, 18071 Granada, Spain |
- Tel: - - Fax: - - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: information filtering, quality evaluation - Member of:
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* 1986 B.Sc. in Mastership
* 1993 B.Sc. in Librarianship and Documentation * 1996 M.Sc. in Philosophy and Education Sciences * 2002 Ph.D. in Documentation |
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Rocío C. Romero Zaliz , Ph.D. Assistant Professor Department of Computer Science Faculty of Exact and Natural Sciences University of Buenos Aires, Cdad. de Buenos Aires, Argentina |
- Tel: - - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Structural databases, Conceptual clustering, Evolutionary algorithms - Member of:
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* 2001 - M.Sc. degree in Computer Science
* 2005 - Ph.D. in Computer Science |
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Cristina Rubio Escudero , Ph.D. Assistant Teacher Dpto. Lenguajes y Sistemas Informáticos E.T.S. de Ingeniería Informática Av. Reina Mercedes s/n 41012 Sevilla |
- Tel: 954559531 - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Microarray data analysis, Genetic Networks, Fuzzy Clustering - Member of:
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* 2003 - M.Sc. degree in Computer Science
* 2007 - Ph.D. in Computer Science |
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Antonio Ángel Ruíz Rodríguez , Ph.D. Full Professor Facultad de Documentación y Comunicación audiovisual Colegio Máximo de Cartuja, 18071 Granada, Spain |
- Tel: -34-958-243948 - Fax: -34-958-243945 - E-mail: - Web Page - Int. Journals - All Publications - Member of:
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* 1978.M.Sc. in History
* 1984.Ph.D. in History of Institutions |
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Ana Mª Sánchez López , Ph.D. Associate Professor Departament of Software Engineering University of Granada, E-18071,Granada, Spain |
- Tel: +34-958-240579 - Fax: +34-958-243179 - E-mail: - Int. Journals - All Publications - Areas of Interest: Real Coding Genetic Algorithms, Multiple Descendants Crossover Operators - Member of:
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* 1991 - M.Sc. degree in Computer Science
* 2002 - Ph.D. in Computer Science |
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José Santamaría López , Ph.D. Assistant Professor EPS de Linares, Departamento de Informática. C/ Alfonso X El Sabio, 28, 23700, Linares University of Jaén (Spain) |
- Tel: +34-953-648559 - Fax: +34-953-648559 - E-mail: - Int. Journals - All Publications - Areas of Interest: Application of Soft Computing techniques to Real-World Computer Graphics and Computer Vision problems - Member of:
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* 2003 - M.Sc. degree in Computer Science
* 2006 - Ph.D. in Computer Science |
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Pedro Villar Castro , Ph.D. Associate Professor Departament of Software Engineering University of Granada, E-18071, Granada, Spain |
- Tel: +34-958-240637 - Fax: +34-958-243179 - E-mail: - Int. Journals - All Publications - Areas of Interest: Genetic fuzzy systems - Member of:
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* 1991 - M.Sc. degree in Computer Science * 2000 - Ph.D. in Computer Science |
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Carmen Zarco Fernández , Ph.D. Associate Professor Departament Libraryanship and Documentation University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-246251 - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Information retrieval - Member of:
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* 1998 - M.Sc. degree in Libraryanship and Documentation * 2003 - Ph.D. in Documentation |
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Igor Zwir , Ph.D. Contract Researcher Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-240469 - Fax: +34-958-243317 - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Computational tools for the analysis of genetic networks - Member of:
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| * 2001 - Ph.D. in Computer Science | ||
Ph. D. Students
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Alicia Desirée Benítez Yáñez Ph.D Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Estimation Distribution Algorithms - Member of:
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* 2002 - Technical Engineer in Management Computer Science.
* 2004 - M.Sc. degree in Computer Science. |
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Christoph Bergmeir Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - Fax: - E-mail: - Int. Journals - All Publications - Member of:
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| * 2008 - Dipl.-Inf. degree in Computer Science | ||
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Manuel Jesús Cobo Martín Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - - Fax: - - E-mail: - Int. Journals - All Publications - Member of:
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* 2005 - Technical Engineer in Computer Science
* 2007 - M.Sc. degree in Computer Science |
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Joaquín Derrac Rus Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Data reduction, Lazy Learning, Evolutionary Algorithms, Coevolution - Member of:
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| * 2008 - M.Sc. degree in Computer Science | ||
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Jose García Moreno-Torres Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada |
- Tel: - - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Genetics-Based Machine Learning Learning Classifier Systems: Scalability and Interpretability Association Rules - Member of:
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| * 2008 - M.Sc. degree in Computer Science | ||
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Jose María García Torres PhD Student Secondary School Teacher I.E.S. Sierra Sur Paseo del Chorillo, s/n. C.P. 23150 Valdepeñas de Jaén – Jaén |
- Tel: +34-953-311066 - Fax: +34-953-310652 - E-mail: - Int. Journals - All Publications - Member of:
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| * 2005 - M.Sc. degree in Computer Science | ||
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Lorenzo Hidalgo Rico Systems Analyst - Programmer CSIRC-Ugr University of Granada, E-18071 Granada, Spain |
- Tel: 958-241010 -31196 - Fax: +34-958-244221 - E-mail: - Int. Journals - All Publications - Areas of Interest: Information retrieval, Information filtering - Member of:
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| * 1993 - M.Sc. degree in Computer Science | ||
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Victoria López Morales Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - Fax: - E-mail: - Int. Journals - All Publications - Areas of Interest: Discretization, Decision Trees - Member of:
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| * 2009 - M.Sc. degree in Computer Science | ||
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Julian Luengo Martín Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - - Fax: - - E-mail: - Int. Journals - All Publications - Areas of Interest: Data preparation, Missing values - Member of:
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| * 2006 - M.Sc. degree in Computer Science | ||
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Ignacio Javier Pérez Gálvez Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - - Fax: - - E-mail: - Int. Journals - All Publications - Member of:
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| * 2007 - M.Sc. degree in Computer Science | ||
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Ignacio Robles Páiz Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - Fax: - E-mail: - Int. Journals - All Publications - Areas of Interest: Real Coding Genetic Algorithms, Genetic Fuzzy Systems, Distributed Computing - Member of:
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* 2006 - Technical Engineer in Computer Science (Extraordinary Award)
* 2009 - M.Sc. degree in Computer Science |
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Francisco Javier Rodríguez Díaz Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: +34-958-248565 - Fax: - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Local Genetic Algorithms, Memetic Algorithms, Multiobjective Genetic Algorithms - Member of:
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| * 2005 - M.Sc. degree in Computer Science | ||
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José Antonio Sáez Muñoz Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - Fax: - E-mail: - Web Page - Int. Journals - All Publications - Areas of Interest: Learning Classification Systems, Discretization algorithms - Member of:
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| * 2009 - M.Sc. degree in Computer Science | ||
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Isaac Triguero Velázquez Ph.D. Student Department Computer Science and Artificial Intelligence University of Granada, E-18071 Granada, Spain |
- Tel: - Fax: - E-mail: - Int. Journals - All Publications - Areas of Interest: Data Reduction. Prototype Generation. - Member of:
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| * 2009 - M.Sc. degree in Computer Science | ||
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