Jonathan Serrano-Pérez

11 papers Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Semi-supervised hierarchical multi-label classifier based on local information.
Int. J. Approx. Reason.
Jonathan Serrano-Pérez, Luis Enrique Sucar
2024 J jnl
A semi-supervised hierarchical classifier based on local information.
Pattern Anal. Appl.
Jonathan Serrano-Pérez, Luis Enrique Sucar
2024 J jnl
Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies.
CoRR
Jonathan Serrano-Pérez, Raquel Díaz-Hernández, Luis Enrique Sucar
2024 J jnl
Semi-Supervised Hierarchical Multi-Label Classifier Based on Local Information.
CoRR
Jonathan Serrano-Pérez, Luis Enrique Sucar
2024 — conf
Semi-supervised Hierarchical Bayesian Multi-label Classification.
IBERAMIA
Jonathan Serrano-Pérez, Luis Enrique Sucar
2022 J jnl
Application of the LDA Model for Obtaining Topics from the WIKICORPUS.
Computación y Sistemas
Gerardo Martínez Guzmán, María Beatríz Bernábe-Loranca, Carmen Cerón-Garnica, Jonathan Serrano-Pérez, Etelvina Archundia-Sierra
2022 — conf
Semi-supervised Hierarchical Classification Based on Local Information.
IBERAMIA
Jonathan Serrano-Pérez, Luis Enrique Sucar
2021 J jnl
Artificial datasets for hierarchical classification.
Expert Syst. Appl.
Jonathan Serrano-Pérez, Luis Enrique Sucar
2020 — conf
PGM_PyLib: A Toolkit for Probabilistic Graphical Models in Python.
PGM
Jonathan Serrano-Pérez, Luis Enrique Sucar
2019 Misc conf
Hierarchical Classification With Bayesian Networks and Chained Classifiers.
FLAIRS
Jonathan Serrano-Pérez, Luis Enrique Sucar
2018 J jnl
Detección automática de engaño en notas de opinión a partir de técnicas de perfilado de autores.
Res. Comput. Sci.
Jonathan Serrano-Pérez, Javier Sánchez-Junquera, Hugo Jair Escalante Balderas, Luis Villaseñor-Pineda