Yumilka B. Fernandez Hernandez

According to our database, Yumilka B. Fernandez Hernandez authored at least 6 papers between 2014 and 2018.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2018

Fuzzy Design of Nearest Prototype Classifier.

Yanela Rodríguez Alvarez, Rafael Bello Pérez, Yailé Caballero Mota, Yaima Filiberto Cabrera, Yumilka B. Fernandez Hernandez, Mabel Frias Dominguez

Proceedings of the Advances in Soft Computing, 2018

2017

An Approach to Solve Classification Problems on Domains with Hubness Using Rough Sets and Nearest Prototype.

Yanela Rodríguez Alvarez, Yailé Caballero Mota, Rafael Bello Pérez, Yaima Filiberto Cabrera, Yumilka B. Fernandez Hernandez, Mabel Frias Dominguez

Proceedings of the Sixteenth Mexican International Conference on Artificial Intelligence, 2017

2016

Impact of Weight Initialization on Multilayer Perceptron Using Fuzzy Similarity Quality Measure.

Lenniet Coello Blanco, Yumilka Fernández, Yaima Filiberto, Rafael Bello

Proceedings of the Applied Computer Sciences in Engineering, 2016

2015

An Approach for Prototype Generation based on Similarity Relations for Problems of Classification.

Yumilka B. Fernandez Hernandez, Rafael Bello, Yaima Filiberto, Mabel Frias Dominguez, Lenniet Coello Blanco, Yailé Caballero Mota

Computación y Sistemas, 2015

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.

Lenniet Coello Blanco, Yumilka B. Fernandez Hernandez, Yaima Filiberto, Rafael Bello

Computación y Sistemas, 2015

2014

Learning similarity measures from data with fuzzy sets and particle swarms.

Yumilka B. Fernandez Hernandez, Lenniet Coello Blanco, Yaima Filiberto, Rafael Bello, Rafael Falcón

Proceedings of the 11th International Conference on Electrical Engineering, 2014