Publications in International Journals

Transcripción

1 Juan Luis Olmo Ortiz Curriculum Vitae Calle Labiérnago, , Córdoba, Spain Date of birth: December 17, 1984 Academic Degrees 2013 PhD in Computer Science, Thesis: "Data Mining Using Ant Programming", University of Cordoba, Córdoba, Spain, PhD. advisors: Sebastián Ventura, José Raúl Romero Master of Advanced Studies, Research Line of Machine Learning and Data Mining, University of Cordoba, Córdoba, Spain M.Sc. Degree in Computer Science, University Oberta of Catalunya, Barcelona, Spain B.Sc. Degree in Computer Science, University of Córdoba, Córdoba, Spain. Acreditations 2013 Profesor Ayudante Doctor, ANECA. Positions 2013 to date Postdoctoral position at the Department of Computer Science and Numerical Analysis, University of Córdoba, Córdoba, Spain, where I am developing teaching and research tasks. My research interests include the application of evolutionary computation and swarm intelligence to data mining to 2013 FPDI fellowship at the Department of Computer Science and Numerical Analysis, University of Córdoba, Córdoba, Spain, where I have been working toward the Ph.D. degree, as well as developing teaching and research tasks, with a grant from the regional government of Andalusia. My research interests include the application of evolutionary computation and swarm intelligence to data mining. Publications in International Journals 2014 Swarm-based metaheuristics in automatic programming: a survey, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, WIREs Data Mining and Knowledge Discovery (submitted), pp Improving meta-learning by using multi-label classificatino for algorithm selection: a case of study with educational data sets, Juan Luis Olmo, Cristóbal Romero, Eva Gibaja, Sebastián Ventura, Applied Intelligence (submitted), pp

2 2014 Assessing the quality of a large data set collected at 130 U.S. hospitals for data mining: The diabetes case study, Juan Luis Olmo, Beata Strack, Jonathan P. DeShazo, Sebastián Ventura, John N. Clore, Krzysztof J. Cios, International Journal of Medical Informatics (submitted), pp Impact of HbA1c measurement on hospital readmission rates: An analysis of 70,000 clinical database patient records, Beata J. Strack, Jonathan P. DeShazo, Chris Gennings, Juan L. Olmo, Sebastián Ventura, Krzysztof J. Cios, John N. Clore, BioMed Research International, Volume 2014, pp. 1-11, April DOI: /2014/ Impact Factor: Mining association rules with single and multi-objective grammar guided ant programming, Juan Luis Olmo, José María Luna, José Raúl Romero, Sebastián Ventura, Integrated Computer-Aided Engineering, Volume 20, Issue 3, pp , June DOI: /ICA Impact Factor: JCR position: 11/ Parallel Multi-Objective Ant Programming for Classification using GPUs, Alberto Cano, Juan Luis Olmo, Sebastián Ventura, Journal of Parallel and Distributed Computing, Volume 73, pp DOI: /j.jpdc Impact Factor: JCR position: 40/ Classification rule mining using ant programming guided by grammar with multiple Pareto fronts, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, Soft Computing, Volume 16, Issue 12, pp , December DOI: /s Impact Factor: JCR position: 63/ Using Ant Programming Guided by Grammar for Building Rule-Based Classifiers, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, IEEE Transactions on Systems, Man and Cybernetics-Part B: Cybernetics, Volume 41, Issue 6, pp , December DOI: /TSMCB Impact Factor: JCR position: 10/111. Book chapters 2014 Ant programming algorithms for classification, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, Biologically-Inspired Techniques for Knowledge Discovery and Data Mining. IGI-Global, May 2014, ISBN DOI: / Publications in International Conferences 2013 On the use of ant programming for mining rare association rules, Juan Luis Olmo, Sebastián Ventura, 5th World Congress on Nature and Biologically Inspired Computing, Fargo, North Dakota, USA, pp DOI: /NaBIC A meta-learning approach for recommending a subset of white-box classification algorithms for Moodle datasets, Cristóbal Romero, Juan Luis Olmo, Sebastián Ventura, 6th International Conference on Educational Data Mining (EDM). Memphis, USA, pp Binary and Multiclass Imbalanced Classification Using Multi-Objective Ant Programming, Juan Luis Olmo, Alberto Cano, José Raúl Romero, Sebastián Ventura, 12th International Conference on Intelligent Systems Design and Applications (ISDA). Kochi, India, pp DOI: /ISDA

3 2012 Multi-Objective Ant Programming for Mining Classification Rules, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, 15th European Conference on Genetic Programming (EuroGP). Málaga, Spain. LNCS Volume 7244/2012, pp DOI: / _ Association rule mining using a multi-objective grammar-based ant programming algorithm, Juan Luis Olmo, José María Luna, José Raúl Romero, Sebastián Ventura, 11th International Conference on Intelligent Systems Design and Applications (ISDA), Córdoba, Spain, pp DOI: /ISDA JCLEC Meets WEKA!, Alberto Cano, José María Luna, Juan Luis Olmo, Sebastián Ventura, 6th International Conference on Hybrid Artificial Intelligence Systems (HAIS 11). Wroclaw, Poland. LNCS Volume 6678/2011, pp DOI: / _ A grammar based ant programming algorithm for mining classification rules, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, IEEE Congress on Evolutionary Computation (CEC), pp , 2010, DOI: /CEC An Automatic Programming ACO-Based Algorithm for Classification Rule Mining, Juan Luis Olmo, José María Luna, José Raúl Romero, Sebastián Ventura, Trends in Practical Applications of Agents and Multiagent Systems. Advances in Intelligent and Soft Computing, Volume 71/2010, pp , DOI: / _76. Publications in National Conferences 2013 Meta-aprendizaje para la recomendación de algoritmos de clasificación con conjuntos de datos educacionales, Cristóbal Romero, Juan Luis Olmo, Sebastián Ventura, VII Simposio de Teoría y Aplicaciones de Minería de Datos (TAMIDA). Madrid, Spain, pp Programación automática con colonias de hormigas multi-objetivo para GPUs, Alberto Cano, Juan Luis Olmo, Sebastián Ventura, IX Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB). Madrid, Spain, pp Programación con Hormigas Multi-Objetivo para la Extracción de Reglas de Clasificación, Juan Luis Olmo, Alberto Cano, José Raúl Romero, Sebastián Ventura, VIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB). Albacete, Spain, pp Minería de reglas de asociación poco frecuentes con programación genética, José María Luna, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, VIII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB). Albacete, Spain, pp Programación de aplicaciones de red mediante sockets TCP para la asignatura de Redes, Amelia Zafra, Eva Gibaja, María Luque, Juan Luis Olmo, II Jornadas Andaluzas de Informática. Málaga, Spain, pp Minería de Reglas de Clasificación mediante un Algoritmo de Programación Automática con Hormigas, Juan Luis Olmo, José María Luna, José Raúl Romero, Sebastián Ventura, VII Congreso Español sobre Metaheurísticas, Algoritmos Evolutivos y Bioinspirados (MAEB). Valencia, Spain, pp

4 2010 Minería de reglas de asociación con programación genética gramatical, José María Luna, Juan Luis Olmo, José Raúl Romero, Sebastián Ventura, XV Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF). Huelva, Spain, pp Editorial Board in International Journals 2014 to date International journal of swarm intelligence and evolutionary computation (IJSIEC), ISSN to date Artificial Intelligence Research (AIR), ISSN to date Progress in Intelligent Computing and Applications (PICA), ISSN to date Advances in Information Sciences (AIS), ISSN to date Annals of Fuzzy Sets, Fuzzy Logic and Fuzzy Systems (AFSLS), ISSN Reviewer in International Journals 2013 to date International Journal of Computer Science and Applications (IJCSA), ISSN Peer-Reviewed Conference Proceedings 2014 Genetic and Evolutionary Computation Conference (GECCO), Vancouver, BC, Canada th International Conference on Information, Intelligence, Systems and Applications (IISA), Chania, Crete, Greece th International Conference on Hybrid Intelligent Systems (HIS), Tunis, Tunisia th International Conference of Soft Computing and Pattern Recognition (SoCPaR), Hanoi, Vietnam th International Conference on Computational Aspects of Social Networks (CASoN), Fargo, North Dakota, USA Conferencia Ibero-Americana WWW/Internet 2013, Porto Alegre, Brazil st Workshop on Intelligent Data Analysis with Applications in Information Retrieval and Machine Learning (IDAIR), Sesimbra, Portugal th International Conference on Computational Aspects of Social Networks (CASoN), São Carlos, Brazil th International Conference on Hybrid Intelligent Systems (HIS), Pune, India Conferencia Ibero-Americana WWW/Internet 2012, Madrid, Spain th International Conference on Intelligent Systems Design and Applications (ISDA), Kochi, India th International Conference of Soft Computing and Pattern Recognition (SoCPaR), Brunei, Brunei. Book reviews 2014 Educational Data Mining: Applications and Trends, ISBN , Studies in Computational Intelligence, Vol. 554, Springer.

5 Organization of Conferences and Workshops th International Conference on Intelligent Systems Design and Applications (ISDA), Córdoba, Spain. Member of the local committee nd International Conference on Educational Data Mining (EDM), Córdoba, Spain. Member of the local committee. Affiliations 2010 to date IEEE, Member of the IEEE Computer, Computational Intelligence and Systems, Man and Cybernetics societies to date ACM, Member of Association of Computing Machinery special interest group on Genetic and Evolutionary Computation. Research Internships 2012 Virginia Commonwealth University, Richmond, Virginia, USA. One-month research internship, from July 26th to August 29th, in the Data Mining and Biomedical Lab, advised by Dr. Krzysztof Cios, continuing the work started in the previous internship. Specifically, I have been collaborating with Dr. Cios in writing two research papers about the medical database of diabetics. One of them was submitted to a specific medical journal and the other to an interdisciplinary journal between medicine and artificial intelligence Virginia Commonwealth University, Richmond, Virginia, USA. Three-months research internship, from February 11th till May 11th, in the Data Mining and Biomedical Lab, advised by Dr. Krzysztof Cios. My work has been focused on analyzing a large medical database of diabetic patients, performing exploratory data analysis and statistical tests on the data. Several data mining algorithms, including own algorithms, were employed to extract useful information from the data. Research Projects and Contracts 2013 to date New Problems in Knowledge Discovery: A Genetic Programming Approach, Funding Entity: Ministerio de Ciencia e Innovación, Spain, (36 months) to date Red Temática en Tecnologías para el Desarrollo Industrial de Software, Funding Entity: Ministerio de Ciencia e Innovación, Spain, (18 months) Aplicación de Técnicas de Extracción de Conocimiento en los Sistemas Educativos (ATECSE), Funding Entity: Junta de Andalucía, Spain, (48 months). Teaching Redes, 3 Grado en Ingeniería Informática, University Diseño y Construcción de Software, 3 Grado en Ingeniería Informática, University Herramientas Informáticas Profesionales para la Traducción y la Interpretación, 1 Grado en Traducción e Interpretación, University Bioinformática, 2 Ingeniería Informática, University Herramientas Informáticas Profesionales para la Traducción y la Interpretación, 1 Grado en Traducción e Interpretación, University Programación Científica, 1 Grado en Física, University

6 Introducción a la Programación, 1 Grado en Ingeniería Informática, University Programación Aplicada, 3 Ingeniería Técnica Informática de Sistemas, University Programación Aplicada, 3 Ingeniería Técnica Informática de Gestión, University Programación Científica Avanzada, 3 Licenciado en Física, University of Cordoba, Spain Redes, 3 Ingeniería Técnica Informática de Sistemas, University Estructuras de Datos y de la Información, 2 Ingeniería Técnica Informática de Sistemas, University Direction of M.Sc. Projects 2011 Aplicación web para la búsqueda de autores y el cálculo de índices bibliométricos, Final mark: 8 (Notable), Authors: Ramón Jesús González Mesa, Salvador Sibaja Varo Herramienta para la preparación de conjuntos de aprendizaje para minería de textos, Final mark: 9.5 (Sobresaliente), Author: José Ruiz Hermán. Courses 2013 CCNA1 certificate (Cisco Certified Network Associate), Cisco Systems, Inc Curso de Experto para la Formación de Profesorado Universitario, 250 hours, University of Cordoba Técnico Superior en Prevención de Riesgos Laborales. Especialidad de Seguridad en el Trabajo, 650 hours, Alcocer Centro de Formación Curso de Aptitud Pedagógica (C.A.P.), 300 hours, University of Murcia Recursos psicopedagógicos. Dinámicas de relación interpersonal en el aula, 110 hours, University Camilo José Cela Intervención didáctica y psicopedagógica en entornos escolares, 110 hours, University Camilo José Cela Nuevas Tecnologías de la Información y la Comunicación (TIC) aplicadas a la educación, 110 hours, University Camilo José Cela. Languages Spanish, Mother tongue. English, Advanced reading, writing and speaking. French, Basic reading, writing and speaking.