María José Basgall

Publication Activity (10 Years)

Years Active: 2018-2022
Publications (10 Years): 3

Top Topics

Imbalanced Datasets

Class Imbalanced

Top Venues

J. Comput. Sci. Technol.

Publications

María José Basgall
Analysis and design of scalable pre-processing techniques of instances for imbalanced Big Data problems. Applications in humanitarian emergencies situations. J. Comput. Sci. Technol. 22 (2) (2022)
María José Basgall, Waldo Hasperué, Marcelo R. Naiouf, Alberto Fernández, Francisco Herrera
An Analysis of Local and Global Solutions to Address Big Data Imbalanced Classification: A Case Study with SMOTE Preprocessing. JCC&BD (2019)
María José Basgall, Waldo Hasperué, Marcelo R. Naiouf, Alberto Fernández, Francisco Herrera
SMOTE-BD: An Exact and Scalable Oversampling Method for Imbalanced Classification in Big Data. J. Comput. Sci. Technol. 18 (03) (2018)