Jose M. Benitez

Cited by

	All	Since 2017
Citations	8217	5780
h-index	41	36
i10-index	77	63

1200

600

300

900

2000200120022003200420052006200720082009201020112012201320142015201620172018201920202021202230 31 30 35 41 40 52 50 66 78 100 121 113 172 262 452 636 853 1036 1065 1091 1164 567

Public access

View all

59 articles

15 articles

available

not available

Based on funding mandates

Co-authors

Francisco HerreraProfessor Computer Science and AI, Granada University, SpainVerified email at decsai.ugr.es
Christoph BergmeirMonash UniversityVerified email at monash.edu
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Verified email at decsai.ugr.es
Daniel PeraltaPostdoctoral researcher - Doctor Assistant, Department of Information Technology. Ghent UniversityVerified email at ugent.be
Isaac Triguero VelázquezAssociate Professor in Data Science, School of Computer Science, University of NottinghamVerified email at nottingham.ac.uk
Juan Luis CastroProfessor of Computer Science and Artificial Intelligence. University of GranadaVerified email at decsai.ugr.es
Sara del Río GarcíaSystems engineer, RHEA Group for European Space AgencyVerified email at sciops.esa.int
Antonio Arauzo-AzofraUniversidad de CórdobaVerified email at uco.es
Victoria Lopez MoralesResearch Associate, Imperial College LondonVerified email at imperial.ac.uk
Amparo Alonso-BetanzosCatedrática de Computación, CITIC (UDC)Verified email at udc.es
Veronica Bolon-CanedoAssociate Professor, Universidade da Coruña, CITICVerified email at udc.es
José Luis AznarteAssociate Professor. Artificial Intelligence Department, UNED.Verified email at dia.uned.es
Lala Septem RizaUniversitas Pendidikan IndonesiaVerified email at upi.edu
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraVerified email at unavarra.es
Miguel LastraProfesor Contratado Doctor de la Universidad de Granada (Associate Professor)Verified email at ugr.es
Humberto BustinceProfessor of Computer Science, Universidad Publica de NavarraVerified email at unavarra.es
Manuel J. Parra RoyónPh.D., Researcher, Department of Computer Science and Artificial Intelligence.Verified email at decsai.ugr.es
Alberto FernándezAssociate Professor in Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Rafael AlcaláFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Pablo D GutiérrezPhD Student, Department of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es

Jose M. Benitez

Full Professor, Universidad de Granada

Verified email at decsai.ugr.es

Big Data Cloud Computing Time Series Computational Intelligence Biometrics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
On the use of cross-validation for time series predictor evaluation C Bergmeir, JM Benítez Information Sciences 191, 192-213, 2012	659	2012
Are artificial neural networks black boxes? JM Benítez, JL Castro, I Requena IEEE Transactions on neural networks 8 (5), 1156-1164, 1997	610	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	577	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	376	2016
Neural networks in R using the Stuttgart neural network simulator: RSNNS CN Bergmeir, JM Benítez Sánchez American Statistical Association, 2012	331	2012
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	295	2014
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	295	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	272	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	237	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	181	2015
Fuzzy control of HVAC systems optimized by genetic algorithms R Alcalá, JM Benítez, J Casillas, O Cordón, R Pérez Applied Intelligence 18 (2), 155-177, 2003	170	2003
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	167	2014
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	160	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	159	2008
Evolutionary feature selection for big data classification: A mapreduce approach D Peralta, S del Río, S Ramírez-Gallego, I Triguero, JM Benitez, F Herrera Mathematical Problems in Engineering 2015, 2015	157	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	152	2015
Interpretation of artificial neural networks by means of fuzzy rules JL Castro, CJ Mantas, JM Benitez IEEE Transactions on Neural Networks 13 (1), 101-116, 2002	151	2002
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	139	2016
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	138	2012
An overview of e-learning in cloud computing A Fernandez, D Peralta, F Herrera, JM Benítez Workshop on Learning Technology for Education in Cloud (LTEC'12), 35-46, 2012	135	2012

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors