2 papers
cs.LG2025
IncA-DES: An incremental and adaptive dynamic ensemble selection approach using online K-d tree neighborhood search for data streams with concept drift
Eduardo V. L. Barboza, Paulo R. Lisboa de Almeida, Alceu de Souza Britto +2
Data streams pose challenges not usually encountered in batch-based ML. One of them is concept drift, which is characterized by the change in data distribution over time. Among man…
cs.DB2024
Statistical Validation of Column Matching in the Database Schema Evolution of the Brazilian Public School Census
Muriki G. Yamanaka, Diogo H. de Almeida, Paulo R. Lisboa de Almeida +4
Publicly available datasets are subject to new versions, with each new version potentially reflecting changes to the data. These changes may involve adding or removing attributes,…