Jose M. Benitez
Jose M. Benitez
Full Professor, Universidad de Granada
Verified email at decsai.ugr.es
TitleCited byYear
Are artificial neural networks black boxes?
JM Benítez, JL Castro, I Requena
IEEE Transactions on neural networks 8 (5), 1156-1164, 1997
4571997
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
3192014
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
2342014
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
2182014
On the use of cross-validation for time series predictor evaluation
C Bergmeir, JM Benítez
Information Sciences 191, 192-213, 2012
2122012
Neural networks in R using the Stuttgart neural network simulator: RSNNS
CN Bergmeir, JM Benítez Sánchez
American Statistical Association, 2012
1992012
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
1702015
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
1472003
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
1362002
frbs: Fuzzy rule-based systems for classification and regression in R
LS Riza, CN Bergmeir, F Herrera, JM Benítez Sánchez
American Statistical Association, 2015
1162015
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
1152008
A feature set measure based on relief
A Arauzo-Azofra, JM Benitez, JL Castro
Proceedings of the fifth international conference on Recent Advances in Soft …, 2004
1092004
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
1062014
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
1042012
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
972015
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
972012
Forecasting airborne pollen concentration time series with neural and neuro-fuzzy models
JMB Sánchez, DN Lugilde, C de Linares Fernández, CD de la Guardia, ...
Expert Systems with Applications 32 (4), 1218-1225, 2007
972007
Big data preprocessing: methods and prospects
S García, S Ramírez-Gallego, J Luengo, JM Benítez, F Herrera
Big Data Analytics 1 (1), 9, 2016
922016
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
882015
Consistency measures for feature selection
A Arauzo-Azofra, JM Benitez, JL Castro
Journal of Intelligent Information Systems 30 (3), 273-292, 2008
862008
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Articles 1–20