Yumilka B. Fernandez Hernandez

Publication Activity (10 Years)

Years Active: 2014-2018
Publications (10 Years): 4

Top Topics

Perceptron Learning

Similarity Measure

Weighted Average

Top Venues

Computación y Sistemas

MICAI (Special Session)

Publications

Yanela Rodríguez Alvarez, Rafael Bello Pérez, Yailé Caballero Mota, Yaima Filiberto Cabrera, Yumilka B. Fernandez Hernandez, Mabel Frias Dominguez
Fuzzy Design of Nearest Prototype Classifier. MICAI (1) (2018)
Yanela Rodríguez Alvarez, Yailé Caballero Mota, Rafael Bello Pérez, Yaima Filiberto Cabrera, Yumilka B. Fernandez Hernandez, Mabel Frias Dominguez
An Approach to Solve Classification Problems on Domains with Hubness Using Rough Sets and Nearest Prototype. MICAI (Special Session) (2017)
Yumilka B. Fernandez Hernandez, Rafael Bello, Yaima Filiberto, Mabel Frias Dominguez, Lenniet Coello Blanco, Yailé Caballero Mota
An Approach for Prototype Generation based on Similarity Relations for Problems of Classification. Computación y Sistemas 19 (1) (2015)
Lenniet Coello Blanco, Yumilka B. Fernandez Hernandez, Yaima Filiberto, Rafael Bello
Improving the Multilayer Perceptron Learning by using a Method to Calculate the Initial Weights with the Quality of Similarity Measure based on Fuzzy Sets and Particle Swarms. Computación y Sistemas 19 (2) (2015)
Yumilka B. Fernandez Hernandez, Lenniet Coello Blanco, Yaima Filiberto, Rafael Bello, Rafael Falcón
Learning similarity measures from data with fuzzy sets and particle swarms. CCE (2014)