Yaile Caballero

Publication Activity (10 Years)

Years Active: 2003-2017
Publications (10 Years): 3

Top Topics

Rough Sets Theory

Active Learning

Nearest Neighbour

Top Venues

IEEE Trans. Fuzzy Syst.

Eng. Appl. Artif. Intell.

Knowl. Inf. Syst.

Publications

Raciel Yera, Yaile Caballero
A Fuzzy Approach for Recommending Problems to Solve in Programming Online Judges. MICAI (1) (2017)
Enislay Ramentol, I. Gondres, S. Lajes, Rafael Bello, Yaile Caballero, Chris Cornelis, Francisco Herrera
Fuzzy-rough imbalanced learning for the diagnosis of High Voltage Circuit Breaker maintenance: The SMOTE-FRST-2T algorithm. Eng. Appl. Artif. Intell. 48 (2016)
Enislay Ramentol, Sarah Vluymans, Nele Verbiest, Yaile Caballero, Rafael Bello, Chris Cornelis, Francisco Herrera
IFROWANN: Imbalanced Fuzzy-Rough Ordered Weighted Average Nearest Neighbor Classification. IEEE Trans. Fuzzy Syst. 23 (5) (2015)
Enislay Ramentol, Yaile Caballero, Rafael Bello, Francisco Herrera
SMOTE-RSB *: a hybrid preprocessing approach based on oversampling and undersampling for high imbalanced data-sets using SMOTE and rough sets theory. Knowl. Inf. Syst. 33 (2) (2012)
Yaima Filiberto, Rafael Bello, Yaile Caballero, Rafael Larrua
Using PSO and RST to Predict the Resistant Capacity of Connections in Composite Structures. NICSO (2010)
Yaima Filiberto, Yaile Caballero, Rafael Larrua, Rafael Bello
A method to build similarity relations into extended Rough Set Theory. ISDA (2010)
Yaile Caballero, Leticia Arco, Rafael Bello, Jorge Marx Gómez
New Measures for Evaluating Decision Systems Using Rough Set Theory: The Application in Seasonal Weather Forecasting. ITEE (2007)
Beitmantt Cárdenas, Yaile Caballero, Rafael Bello
La Teoría de los Conjuntos Aproximados y las técnicas de Boostrap para la Edición de Conjuntos de Entrenamiento. Su aplicación en el pronóstico metereológico. Rev. Avances en Sistemas Informática 4 (3) (2007)
Yaile Caballero, Delia Alvarez, Rafael Bello, María M. García
Feature Selection Algorithms Using Rough Set Theory. ISDA (2007)
Yaile Caballero, Rafael Bello, Leticia Arco, María M. García
Rough Set Theory Measures to Knowledge Generation. ISDA (2007)
Yaile Caballero, Rafael Bello, Delia Alvarez, María M. García, Yaimara Pizano
Improving the k-NN method: Rough Set in edit training set. IFIP PPAI (2006)
Yaile Caballero, Rafael Bello, Delia Alvarez, María M. García
Two new feature selection algorithms with Rough Sets Theory. IFIP AI (2006)
Yaile Caballero, Rafael Bello, Alberto Taboada-Crispí, Ann Nowé, María M. García, Gladys Casas
A New Measure Based in the Rough Set Theory to Estimate the Training Set Quality. SYNASC (2006)
Yaile Caballero, Simone Joseph, Yuniesky Lezcano, Rafael Bello, María M. García, Yaimara Pizano
Using rough sets to edit training set in k-NN method. ISDA (2005)
Rafael Bello, Ann Nowé, Yaile Caballero, Yudel Gómez, Peter Vrancx
A model based on ant colony system and rough set theory to feature selection. GECCO (2005)
Pedro Y. Piñero, Leticia Arco, María M. García, Yaile Caballero, Raykenler Yzquierdo, Alfredo Morales
Two New Metrics for Feature Selection in Pattern Recognition. CIARP (2003)