@inbook {683, title = {Diplomatura de estad{\'\i}stica e ingenier{\'\i}a t{\'e}cnica de inform{\'a}tica de gesti{\'o}n}, booktitle = {Planes de acci{\'o}n tutorial en la universidad}, year = {2009}, pages = {249-270}, publisher = {Universidad de Ja{\'e}n, Servicio de publicaciones}, organization = {Universidad de Ja{\'e}n, Servicio de publicaciones}, address = {Ja{\'e}n}, issn = {978-84-8439-436-5}, author = {S{\'a}nchez-G{\'o}mez, Mar{\'\i}a del Carmen and Jos{\'e} Aguilera and Cano-Ortega, Antonio} } @article {606, title = {Modelo predictivo colaborativo de apoyo al diagn{\'o}stico en servicio de urgencias psiqui{\'a}tricas}, journal = {Revista Ib{\'e}rica de Sistemas y Tecnolog{\'\i}as de la informaci{\'o}n}, volume = {4}, number = {4}, year = {2009}, pages = {29-42}, issn = {1646-9895}, author = {J. R. Cano and P. Gonz{\'a}lez and Jos{\'e} Aguilera and A.G. L{\'o}pez-Herrera and F. Herrera and M. Nav{\'\i}o and Jim{\'e}nez-Arriero Miguel Angel} } @conference {4295638, title = {Niching genetic feature selection algorithms applied to the design of fuzzy rule-based classification systems}, booktitle = {2007 IEEE International Fuzzy Systems Conference}, year = {2007}, month = {July}, pages = {1-6}, abstract = {In the design of fuzzy rule-based classification systems (FRBCSs) a feature selection process which determines the most relevant features is a crucial component in the majority of the classification problems. This simplification process increases the efficiency of the design process, improves the interpretability of the FRBCS obtained and its generalization capacity. Most of the feature selection algorithms provide a set of variables which are adequate for the induction process according to different quality measures. Nevertheless it can be useful for the induction process to determine not only a set of variables but also different set of variables. These sets of variables can be used for the design of a set of FRBCSs which can be combined in a multiclassifler system, improving the prediction capacity increasing its description capacity. In this work, different proposals of niching genetic algorithms for the feature selection process are analyzed. The different sets of features provided by them are used in a multiclassifier system designed by means of a genetic proposal. The experimentation shows the adaptation of this type of genetic algorithms to the FRBCS design.}, keywords = {Algorithm design and analysis, classification, data mining, Databases, description capacity, Feature extraction, feature selection algorithms, Fuzzy reasoning, fuzzy rule-based classification systems, fuzzy set theory, Fuzzy sets, Fuzzy systems, genetic algorithms, induction process, Knowledge representation, multiclassifler system, niching genetic algorithms, prediction capacity, Process design, Proposals}, issn = {1098-7584}, doi = {10.1109/FUZZY.2007.4295638}, author = {Jos{\'e} Aguilera and M. Chica and M. J. del Jesus and F. Herrera} } @conference {inproceedings, title = {Un estudio sobre el uso de algoritmos gen{\'e}ticos multimodales para selecci{\'o}n de caracter{\'\i}sticas}, year = {2007}, month = {02}, author = {Jos{\'e} Aguilera and , ~J.~J and Chica, Manuel and M. J. del Jesus and , ~M.~J and F. Herrera and , ~F} } @conference {740, title = {Modelos Evolutivos de Extracci{\'o}n de Conocimiento en Aplicaciones M{\'e}dicas: Enfermedad de Parkinson y Urgencias PSiqui{\'a}tricas}, booktitle = {Workshop de Miner{\'\i}a de Datos y Aprendizaje Autom{\'a}tico}, year = {2002}, month = {01}, address = {Santander (Espa{\~n}a)}, author = {Jos{\'e} Aguilera and del Jesus D{\'\i}az, Mar{\'\i}a Jos{\'e} and P. Gonz{\'a}lez and F. Herrera and Nav{\'\i}o, M. and Saiz, J.} } @conference {10.1007/3-540-45497-7_29, title = {Feature Selection Algorithms Applied to Parkinson{\textquoteright}s Disease}, booktitle = {Medical Data Analysis}, year = {2001}, pages = {195{\textendash}200}, publisher = {Springer Berlin Heidelberg}, organization = {Springer Berlin Heidelberg}, address = {Berlin, Heidelberg}, abstract = {In Parkinson{\textquoteright}s Disease an analysis of Medical Data could highlight some symptoms, which can be used as a complementary tool in an early diagnosis. This paper analyses some Filter and Wrapper Feature Selection Algorithms and combinations of them that determine some relevant features in relation to this problem. The experimentation carried out with a data set of patients allows us to determine a set of different premorbid personality traits that can be considered in the early diagnosis of Parkinsonism.}, isbn = {978-3-540-45497-7}, author = {Nav{\'\i}o, M. and Jos{\'e} Aguilera and M. J. del Jesus and Gonz{\'a}lez, R. and F. Herrera and Ir{\'\i}bar, C.}, editor = {Crespo, Jose and Maojo, Victor and Martin, Fernando} } @conference {733, title = {JavaScript como lenguaje de apoyo a la docencia v{\'\i}a web}, booktitle = {Jornadas de la ense{\~n}anza universitaria Jenui}, year = {2001}, month = {07}, address = {Palma de Mallorca (Espa{\~n}a)}, author = {Rivas, Victor M. and Jos{\'e} R. Balsas and Jos{\'e} Aguilera and Ure{\~n}a Lopez, L.Alfonso} } @conference {726, title = {Acceso restringido a calificaciones de alumnos a trav{\'e}s de internet}, booktitle = {Simposio Espa{\~n}ol de inform{\'a}tica distribuida}, year = {2000}, month = {09}, address = {Orense (Espa{\~n}a)}, author = {Jos{\'e} Aguilera and Jos{\'e} R. Balsas and Francisco Mart{\'\i}nez and Rivas, Victor M.} } @conference {724, title = {Adaptaci{\'o}n curricular de la asignatura-Teor{\'\i}a de algortimos}, booktitle = {Jornadas sobre la ense{\~n}anza universitaria de la inform{\'a}tica}, year = {2000}, month = {09}, address = {Alcal{\'a} de Henares (Espa{\~n}a)}, author = {Jos{\'e} Aguilera and Jos{\'e} R. Balsas} } @conference {727, title = {Aportaciones de la ingenier{\'\i}a de la programaci{\'o}n al curriculum del ingeniero t{\'e}cnico industrial}, booktitle = {Jornadas sobre la ense{\~n}anza universitaria de la inform{\'a}tica}, year = {2000}, month = {09}, address = {Alcal{\'a} de Henares (Espa{\~n}a)}, author = {Jos{\'e} R. Balsas and Jos{\'e} Aguilera} } @conference {720, title = {Evoluci{\'o}n de la asignatura metodolog{\'\i}a y tecnolog{\'\i}a de la programaci{\'o}n}, booktitle = {Jenui}, year = {2000}, month = {01}, address = {Alcal{\'a} de Henares (Espa{\~n}a)}, author = {Jos{\'e} Aguilera and Jos{\'e} R. Balsas and del Jesus D{\'\i}az, Mar{\'\i}a Jos{\'e}} } @conference {722, title = {Modelo gr{\'a}fico de transporte de agua a trav{\'e}s del estrecho de Gibraltar a partir de im{\'a}genes de satelites}, booktitle = {Jornadas de an{\'a}lisis de variables y simulaci{\'o}n num{\'e}rica del intercambio de masas de agua a trav{\'e}s del estrecho de Gibraltar}, year = {2000}, month = {06}, address = {C{\'a}diz (Espa{\~n}a)}, author = {Molina-Aguilar, Andr{\'e}s and Jos{\'e} Aguilera} } @conference {723, title = {Un sistema interactivo autom{\'a}tico de aprendizaje y evaluaci{\'o}n}, booktitle = {Congreso de innovaci{\'o}n educativa en ense{\~n}anzas t{\'e}cnicas}, year = {2000}, month = {09}, address = {Donostia- San Sebasti{\'a}n (Espa{\~n}a)}, author = {Jos{\'e} R. Balsas and Jos{\'e} Aguilera and Garc{\'\i}a Vega, Manuel and Rivas-Santos, Victor M.} }