Yaima Filiberto

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 11

Top Topics

Perceptron Learning

Similarity Relations

Multilayer Perceptron

Top Venues

Computación y Sistemas

Publications

Mabel Frias, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
Skipped Nonsynaptic Backpropagation for Interval-valued Long-term Cognitive Networks. MICAI (1) (2022)
Mabel Frias Dominguez, Gonzalo Nápoles, Koen Vanhoof, Yaima Filiberto, Rafael Bello
Nonsynaptic Backpropagation Learning of Interval-valued Long-term Cognitive Networks. IJCNN (2021)
Lenniet Coello, Yaima Filiberto, Rafael Bello, Mabel Frias, Rafael Falcon
IRBASIR-B: Rule Induction from Similarity Relations, a Bayesian Approach. WEA (2020)
Mabel Frias Dominguez, Gonzalo Nápoles, Yaima Filiberto, Rafael Bello, Koen Vanhoof
A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification. WEA (2019)
Frank Balmaseda, Yaima Filiberto, Mabel Frias Dominguez, Rafael Bello
A New Approach to Improve Learning in Fuzzy Cognitive Maps Using Reinforcement Learning. WEA (2019)
Dianne Arias, Yaima Filiberto, Rafael Bello
Method of Generating Contexts Based on Self-adaptive Differential Particle Swarm Using Local Topology for Multimodal Optimization in the Case of Multigranulation. Res. Comput. Sci. 147 (10) (2018)
Dianne Arias, Yaima Filiberto, Rafael Bello
Methods for Generating Contexts Based on Similarity Relations to Multigranulation. WEA (1) (2018)
Mabel Frias Dominguez, Yaima Filiberto, Gonzalo Nápoles, Yadira García-Socarrás, Koen Vanhoof, Rafael Bello
Fuzzy Cognitive Maps Reasoning with Words Based on Triangular Fuzzy Numbers. MICAI (1) (2017)
Dianne Arias, Yaima Filiberto, Rafael Bello, Ileana Cadena, Wilfredo Martinez
Classification by Nearest Neighbor and Multilayer Perceptron a New Approach Based on Fuzzy Similarity Quality Measure: A Case Study. WEA (2017)
Yaima Filiberto, Mabel Frias Dominguez, Rafael Larrua, Rafael Bello
Induction of Rules Based on Similarity Relations for Imbalance Datasets. A Case of Study. WEA (2016)
Lenniet Coello Blanco, Yumilka Fernández, Yaima Filiberto, Rafael Bello
Impact of Weight Initialization on Multilayer Perceptron Using Fuzzy Similarity Quality Measure. WEA (2016)
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)
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)