Jose M. Benitez
Jose M. Benitez
Full Professor, Universidad de Granada
Verified email at decsai.ugr.es
Title
Cited by
Cited by
Year
Are artificial neural networks black boxes?
JM Benítez, JL Castro, I Requena
IEEE Transactions on neural networks 8 (5), 1156-1164, 1997
5651997
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
5072014
On the use of cross-validation for time series predictor evaluation
C Bergmeir, JM Benítez
Information Sciences 191, 192-213, 2012
4792012
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
3212014
Neural networks in R using the Stuttgart neural network simulator: RSNNS
CN Bergmeir, JM Benítez Sánchez
American Statistical Association, 2012
2862012
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
2792014
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
2772016
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
2502015
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
1802016
frbs: Fuzzy rule-based systems for classification and regression in R
LS Riza, CN Bergmeir, F Herrera Triguero, JM Benítez Sánchez
American Statistical Association, 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
1632003
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
1492002
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
1482014
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
1462015
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
1412008
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, 2015
1342015
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
1332015
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
1302012
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
1302004
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
1222012
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