David Martínez Galicia

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 3

Top Topics

Privacy Preserving

Imbalanced Datasets

Distributed Data Mining

Top Venues

Res. Comput. Sci.

Publications

David Martínez Galicia, Alejandro Guerra-Hernández, Francisco Grimaldo, Nicandro Cruz-Ramírez, Xavier Limón
ClassNoise: An R package for modeling, generating, and validating data with class noise. SoftwareX 26 (2024)
David Martínez Galicia, Alejandro Guerra-Hernández, Xavier Limón, Nicandro Cruz-Ramírez, Francisco Grimaldo
A Bayesian Network Framework to Study Class Noise: Exploring the Filtering of Completely Random Noise. CCIA (2023)
David Martínez Galicia, Alejandro Guerra-Hernández, Nicandro Cruz-Ramírez, Xavier Limón, Francisco Grimaldo
Towards Windowing as a Sub-Sampling Method for Distributed Data Mining. Res. Comput. Sci. 149 (3) (2020)