Samuel Omar Tovias-Alanis

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 5

Top Topics

Unsupervised Learning

Radial Basis Function Network

Automatic Construction

Differential Evolution

Top Venues

Computación y Sistemas

Pattern Recognit. Lett.

Publications

Samuel Omar Tovias-Alanis, Humberto Sossa, Wilfrido Gómez-Flores
Learning smooth dendrite morphological neurons for pattern classification using linkage trees and evolutionary-based hyperparameter tuning. Pattern Recognit. Lett. 172 (2023)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido, Juan Humberto Sossa Azuela
Learning Dendrite Morphological Neurons Using Linkage Trees for Pattern Classification. MCPR (2022)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido
Evolutionary Instance Selection Based on Preservation of the Data Probability Density Function. Computación y Sistemas 26 (2) (2022)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores, Gregorio Toscano Pulido
Instance Selection Based on Linkage Trees. CCE (2021)
Samuel Omar Tovias-Alanis, Wilfrido Gómez-Flores
Automatic construction of the complete architecture of a radial basis function network using differential evolution. CCE (2017)