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Jose M. Benitez
Jose M. Benitez
Full Professor, Universidad de Granada
Verified email at decsai.ugr.es
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
6222012
Are artificial neural networks black boxes?
JM Benítez, JL Castro, I Requena
IEEE Transactions on neural networks 8 (5), 1156-1164, 1997
6081997
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
5622014
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
3652014
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
3532016
Neural networks in R using the Stuttgart neural network simulator: RSNNS
CN Bergmeir, JM Benítez Sánchez
American Statistical Association, 2012
3212012
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
2932014
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
2632015
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
2312016
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
1802015
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
1672003
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
1652014
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
1572008
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
1552015
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
1522015
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
1502002
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
1462015
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
1362012
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
1342012
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
1322016
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