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Yaile Caballero Mota
Yaile Caballero Mota
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SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets …
E Ramentol, Y Caballero, R Bello, F Herrera
Knowledge and information systems 33, 245-265, 2012
5142012
Online and non-parametric drift detection methods based on Hoeffding’s bounds
I Frias-Blanco, J del Campo-Ávila, G Ramos-Jimenez, R Morales-Bueno, ...
IEEE Transactions on Knowledge and Data Engineering 27 (3), 810-823, 2014
3622014
IFROWANN: imbalanced fuzzy-rough ordered weighted average nearest neighbor classification
E Ramentol, S Vluymans, N Verbiest, Y Caballero, R Bello, C Cornelis, ...
IEEE Transactions on Fuzzy Systems 23 (5), 1622-1637, 2014
1082014
Correcting noisy ratings in collaborative recommender systems
RY Toledo, YC Mota, L Martínez
Knowledge-Based Systems 76, 96-108, 2015
1012015
Fuzzy-rough imbalanced learning for the diagnosis of High Voltage Circuit Breaker maintenance: The SMOTE-FRST-2T algorithm
E Ramentol, I Gondres, S Lajes, R Bello, Y Caballero, C Cornelis, ...
Engineering Applications of Artificial Intelligence 48, 134-139, 2016
822016
SMOTE-FRST: a new resampling method using fuzzy rough set theory
E Ramentol, N Verbiest, R Bello, Y Caballero, C Cornelis, F Herrera
Uncertainty modeling in knowledge engineering and decision making, 800-805, 2012
552012
An e-learning collaborative filtering approach to suggest problems to solve in programming online judges
RY Toledo, YC Mota
International Journal of Distance Education Technologies (IJDET) 12 (2), 51-65, 2014
492014
A method to build similarity relations into extended Rough Set Theory
Y Filiberto, Y Caballero, R Larrua, R Bello
2010 10th International Conference on Intelligent Systems Design and …, 2010
482010
Using PSO and RST to predict the resistant capacity of connections in composite structures
Y Filiberto, R Bello, Y Caballero, R Larrua
Nature Inspired Cooperative Strategies for Optimization (NICSO 2010), 359-370, 2010
402010
Feature selection algorithms using rough set theory
Y Caballero, D Alvarez, R Bello, MM Garcia
Seventh International Conference on Intelligent Systems Design and …, 2007
392007
A model based on ant colony system and rough set theory to feature selection
R Bello, A Nowe, Y Caballero, Y Gómez, P Vrancx
Proceedings of the 7th annual conference on genetic and evolutionary …, 2005
382005
Fast adapting ensemble: A new algorithm for mining data streams with concept drift
A Ortíz Díaz, J del Campo-Ávila, G Ramos-Jiménez, I Frías Blanco, ...
The Scientific World Journal 2015, 2015
322015
A recommender system for programming online judges using fuzzy information modeling
R Yera Toledo, Y Caballero Mota, L Martínez
Informatics 5 (2), 17, 2018
302018
Algoritmo para el aprendizaje de reglas de clasificación basado en la teoría de los conjuntos aproximados extendida
Y Filiberto, R Bello, Y Caballero, M Frías
Dyna 78 (169), 62-70, 2011
282011
Two new feature selection algorithms with Rough Sets Theory
Y Caballero, R Bello, D Alvarez, MM Garcia
IFIP International Conference on Artificial Intelligence in Theory and …, 2006
242006
Using ACO and rough set theory to feature selection.
R Bello, A Nowe, Y Gomezd, Y Caballero
WSEAS Transactions on Information Science and Applications 2 (5), 512-517, 2005
232005
A method to edit training set based on rough sets
Y Caballero, R Bello, Y Salgado, MM García
International Journal of Computational Intelligence Research 3 (3), 219-229, 2007
222007
Aplicación de la Teoría de los Conjuntos Aproximados en el Preprocesamiento de los Conjuntos de Entrenamiento para Algoritmos de Aprendizaje Automatizado
Y Caballero
Universidad Central “Marta Abreu” de Las Villas, Santa Clara, Cuba, 2007
202007
An analysis about the measure quality of similarity and its applications in machine learning
Y Filiberto, R Bello, Y Caballero, M Frias
Fourth International Workshop on Knowledge Discovery, Knowledge Management …, 2013
182013
Improving the MLP learning by using a method to calculate the initial weights of the network based on the quality of similarity measure
Y Filiberto Cabrera, R Bello Pérez, YC Mota, GR Jimenez
Advances in Soft Computing: 10th Mexican International Conference on …, 2011
182011
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