Jose M. Benitez

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Francisco HerreraProfessor Computer Science and AI, Granada University, SpainDirección de correo verificada de decsai.ugr.es
Christoph BergmeirUniversity of GranadaDirección de correo verificada de monash.edu
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Dirección de correo verificada de decsai.ugr.es
Daniel PeraltaPostdoctoral researcher - Doctor Assistant, Department of Information Technology. Ghent UniversityDirección de correo verificada de ugent.be
Isaac Triguero VelázquezDistinguished Senior Research Fellow at University of Granada, Associate Professor in Data ScienceDirección de correo verificada de nottingham.ac.uk
Juan Luis CastroProfessor of Computer Science and Artificial Intelligence. University of GranadaDirección de correo verificada de decsai.ugr.es
Sara del Río GarcíaSystems engineer, RHEA Group for European Space AgencyDirección de correo verificada de sciops.esa.int
Antonio Arauzo-AzofraUniversidad de CórdobaDirección de correo verificada de uco.es
Victoria Lopez MoralesResearch Associate, Imperial College LondonDirección de correo verificada de imperial.ac.uk
Amparo Alonso-BetanzosCatedrática de Computación, CITIC (UDC)Dirección de correo verificada de udc.es
Veronica Bolon-CanedoAssociate Professor, Universidade da Coruña, CITICDirección de correo verificada de udc.es
José Luis AznarteAssociate Professor. Artificial Intelligence Department, UNED.Dirección de correo verificada de dia.uned.es
Lala Septem RizaUniversitas Pendidikan IndonesiaDirección de correo verificada de upi.edu
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraDirección de correo verificada de unavarra.es
Manuel J. Parra RoyónPostdoctoral Researcher, IAA-CSIC. Department of Extragalactic AstronomyDirección de correo verificada de decsai.ugr.es
Alberto FernándezAssociate Professor in Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es
Miguel LastraProfesor Contratado Doctor de la Universidad de Granada (Associate Professor)Dirección de correo verificada de ugr.es
Humberto BustinceProfessor of Computer Science, Universidad Publica de NavarraDirección de correo verificada de unavarra.es
Francisco Javier Baldán LozanoDepartment of Computer Science and Artificial Intelligence, University of Granada, Granada, SpainDirección de correo verificada de decsai.ugr.es
Rafael AlcaláFull Professor of Computer Science and Artificial Intelligence, University of GranadaDirección de correo verificada de decsai.ugr.es

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Jose M. Benitez

Full Professor, Universidad de Granada

Dirección de correo verificada de decsai.ugr.es

Big Data Cloud Computing Time Series Computational Intelligence Biometrics


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
On the use of cross-validation for time series predictor evaluation C Bergmeir, JM Benítez Information Sciences 191, 192-213, 2012	799	2012
Are artificial neural networks black boxes? JM Benítez, JL Castro, I Requena IEEE Transactions on neural networks 8 (5), 1156-1164, 1997	660	1997
A review of microarray datasets and applied feature selection methods V Bolón-Canedo, N Sánchez-Marono, A Alonso-Betanzos, JM Benítez, ... Information sciences 282, 111-135, 2014	645	2014
Big data preprocessing: methods and prospects S García, S Ramírez-Gallego, J Luengo, JM Benítez, F Herrera Big Data Analytics 1 (1), 1-22, 2016	493	2016
On the use of mapreduce for imbalanced big data using random forest S Del Río, V López, JM Benítez, F Herrera Information Sciences 285, 112-137, 2014	400	2014
Neural networks in R using the Stuttgart neural network simulator: RSNNS CN Bergmeir, JM Benítez Sánchez American Statistical Association, 2012	358	2012
Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks A Fernández, S del Río, V López, A Bawakid, MJ del Jesus, JM Benítez, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 4 (5 …, 2014	314	2014
Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data V López, S Del Río, JM Benítez, F Herrera Fuzzy Sets and Systems 258, 5-38, 2015	293	2015
Bagging exponential smoothing methods using STL decomposition and Box–Cox transformation C Bergmeir, RJ Hyndman, JM Benítez International journal of forecasting 32 (2), 303-312, 2016	289	2016
frbs: Fuzzy rule-based systems for classification and regression in R LS Riza, C Bergmeir, F Herrera, JM Benítez Journal of statistical software 65, 1-30, 2015	197	2015
Implementing algorithms of rough set theory and fuzzy rough set theory in the R package “RoughSets” LS Riza, A Janusz, C Bergmeir, C Cornelis, F Herrera, D Śle, JM Benítez Information sciences 287, 68-89, 2014	187	2014
Fuzzy control of HVAC systems optimized by genetic algorithms R Alcalá, JM Benítez, J Casillas, O Cordón, R Pérez Applied Intelligence 18, 155-177, 2003	177	2003
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation D Peralta, M Galar, I Triguero, D Paternain, S García, E Barrenechea, ... Information Sciences 315, 67-87, 2015	173	2015
ROSEFW-RF: the winner algorithm for the ECBDL’14 big data competition: an extremely imbalanced big data bioinformatics problem I Triguero, S Del Río, V López, J Bacardit, JM Benítez, F Herrera Knowledge-Based Systems 87, 69-79, 2015	172	2015
Artificial neural network-based equation for estimating VO2max from the 20 m shuttle run test in adolescents JR Ruiz, J Ramirez-Lechuga, FB Ortega, J Castro-Pinero, JM Benitez, ... Artificial intelligence in medicine 44 (3), 233-245, 2008	169	2008
Data discretization: taxonomy and big data challenge S Ramírez‐Gallego, S García, H Mouriño‐Talín, D Martínez‐Rego, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 6 (1), 5-21, 2016	168	2016
Evolutionary feature selection for big data classification: A mapreduce approach D Peralta, S Del Río, S Ramírez-Gallego, I Triguero, JM Benitez, ... Mathematical Problems in Engineering 2015, 1-11, 2015	168	2015
Interpretation of artificial neural networks by means of fuzzy rules JL Castro, CJ Mantas, JM Benítez IEEE Transactions on Neural Networks 13 (1), 101-116, 2002	159	2002
Segmentation of cervical cell nuclei in high-resolution microscopic images: a new algorithm and a web-based software framework C Bergmeir, MG Silvente, JM Benítez Computer methods and programs in biomedicine 107 (3), 497-512, 2012	141	2012
Fast‐mRMR: Fast minimum redundancy maximum relevance algorithm for high‐dimensional big data S Ramírez‐Gallego, I Lastra, D Martínez‐Rego, V Bolón‐Canedo, ... International Journal of Intelligent Systems 32 (2), 134-152, 2017	140	2017

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