Jair Cervantes
Title
Cited by
Cited by
Year
Support vector machine classification for large data sets via minimum enclosing ball clustering
J Cervantes, X Li, W Yu, K Li
Neurocomputing 71 (4-6), 611-619, 2008
1392008
A general perspective of Big Data: applications, tools, challenges and trends
L Rodríguez-Mazahua, CA Rodríguez-Enríquez, JL Sánchez-Cervantes, ...
The Journal of Supercomputing 72 (8), 3073-3113, 2016
1252016
A comprehensive survey on support vector machine classification: Applications, challenges and trends
J Cervantes, F Garcia-Lamont, L Rodríguez-Mazahua, A Lopez
Neurocomputing 408, 189-215, 2020
1152020
Segmentation of images by color features: A survey
F Garcia-Lamont, J Cervantes, A López, L Rodriguez
Neurocomputing 292, 1-27, 2018
892018
Recognition of Mexican banknotes via their color and texture features
F García-Lamont, J Cervantes, A López
Expert Systems with Applications 39 (10), 9651-9660, 2012
712012
Support vector machine classification based on fuzzy clustering for large data sets
J Cervantes, X Li, W Yu
Mexican International Conference on Artificial Intelligence, 572-582, 2006
582006
Data selection based on decision tree for SVM classification on large data sets
J Cervantes, FG Lamont, A López-Chau, LR Mazahua, JS Ruíz
Applied Soft Computing 37, 787-798, 2015
502015
Fisher’s decision tree
A López-Chau, J Cervantes, L López-García, FG Lamont
Expert Systems with Applications 40 (16), 6283-6291, 2013
442013
PSO-based method for SVM classification on skewed data sets
AT J. Cervantes, F. Garcia-Lamont, L. Rodriguez, A. López, J. Ruiz Castilla
Neurocomputing 228 (8), Pages 187-197, 2017
422017
SVM classification for large data sets by considering models of classes distribution
J Cervantes, X Li, W Yu
2007 Sixth Mexican International Conference on Artificial Intelligence …, 2007
302007
Fruit classification by extracting color chromaticity, shape and texture features: towards an application for supermarkets
F Garcia, J Cervantes, A López, M Alvarado
IEEE Latin America Transactions 14 (7), 3434-3443, 2016
252016
Two-stage svm classification for large data sets via randomly reducing and recovering training data
X Li, J Cervantes, W Yu
2007 IEEE International Conference on Systems, Man and Cybernetics, 3633-3638, 2007
212007
Análisis comparativo de las técnicas utilizadas en un sistema de reconocimiento de hojas de planta
J Cervantes, J Taltempa, F García Lamont, JS Ruiz Castilla, ...
Revista Iberoamericana de Automática e Informática industrial 14 (1), 104-114, 2017
202017
A novel SVM classification method for large data sets
X Li, J Cervantes, W Yu
2010 IEEE International Conference on Granular Computing, 297-302, 2010
172010
Fast classification for large data sets via random selection clustering and Support Vector Machines
X Li, J Cervantes, W Yu
Intelligent Data Analysis 16 (6), 897-914, 2012
152012
Support vector classification for large data sets by reducing training data with change of classes
J Cervantes, X Li, Y Wen
2008 IEEE international conference on systems, man and cybernetics, 2609-2614, 2008
152008
Color characterization comparison for machine vision-based fruit recognition
F García-Lamont, J Cervantes, S Ruiz, A López-Chau
International conference on intelligent computing, 258-270, 2015
132015
Imbalanced data classification via support vector machines and genetic algorithms
J Cervantes, X Li, W Yu
Connection Science 26 (4), 335-348, 2014
132014
Using genetic algorithm to improve classification accuracy on imbalanced data
J Cervantes, X Li, W Yu
2013 IEEE International Conference on Systems, Man, and Cybernetics, 2659-2664, 2013
132013
Classification of Mexican paper currency denomination by extracting their discriminative colors
F García-Lamont, J Cervantes, A López, L Rodríguez
Mexican International Conference on Artificial Intelligence, 403-412, 2013
122013
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