Jonathan Serrano-Pérez

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 8

Top Topics

Hierarchical Classification

Graphical Models

Naive Bayes Classifier

Scripting Language

Top Venues

FLAIRS Conference

Computación y Sistemas

Res. Comput. Sci.

Publications

Jonathan Serrano-Pérez, Luis Enrique Sucar
Semi-Supervised Hierarchical Multi-Label Classifier Based on Local Information. CoRR (2024)
Jonathan Serrano-Pérez, Raquel Díaz-Hernández, Luis Enrique Sucar
Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies. CoRR (2024)
Gerardo Martínez Guzman, María Beatríz Bernábe Loranca, Carmen Cerón Garnica, Jonathan Serrano-Pérez, Etelvina Archundia-Sierra
Application of the LDA Model for Obtaining Topics from the WIKICORPUS. Computación y Sistemas 26 (1) (2022)
Jonathan Serrano-Pérez, Luis Enrique Sucar
Semi-supervised Hierarchical Classification Based on Local Information. IBERAMIA (2022)
Jonathan Serrano-Pérez, Luis Enrique Sucar
Artificial datasets for hierarchical classification. Expert Syst. Appl. 182 (2021)
Jonathan Serrano-Pérez, Luis Enrique Sucar
PGM_PyLib: A Toolkit for Probabilistic Graphical Models in Python. PGM (2020)
Jonathan Serrano-Pérez, Luis Enrique Sucar
Hierarchical Classification With Bayesian Networks and Chained Classifiers. FLAIRS Conference (2019)
Jonathan Serrano-Pérez, Javier Sánchez-Junquera, Hugo Jair Escalante Balderas, Luis Villaseñor Pineda
Detección automática de engaño en notas de opinión a partir de técnicas de perfilado de autores. Res. Comput. Sci. 147 (6) (2018)