Jean Paul Barddal

Adaptive random forests for evolving data stream classification

Heitor Murilo Gomes, Albert Bifet, Jesse Read et al. · Machine Learning · 2017 · 768 citations · Full text

Computing, Data Science, Data Mining +12

Machine learning for streaming data

Heitor Murilo Gomes, Jesse Read, Albert Bifet et al. · ACM SIGKDD Explorations Newsletter · 2019 · 257 citations

Computing, Computer Science, Big Data Analytics +13

A survey on feature drift adaptation: Definition, benchmark, challenges and future directions

Jean Paul Barddal, Heitor Murilo Gomes, Fabrício Enembreck et al. · Journal of Systems and Software · 2016 · 123 citations · Full text

Computing, Computer Science, Computer Vision +9

An explainable machine learning approach for student dropout prediction

João Gabriel Corrêa Krüger, Alceu de Souza Britto, Jean Paul Barddal · Expert Systems with Applications · 2023 · 67 citations

Computing, Data Science, Machine Learning +13

Lessons learned from data stream classification applied to credit scoring

Jean Paul Barddal, Lucas Loezer, Fabrício Enembreck et al. · Expert Systems with Applications · 2020 · 49 citations

Computing, Business Analytics, Computer Science +12