Eulanda M. dos Santos

A dynamic overproduce-and-choose strategy for the selection of classifier ensembles

Eulanda M. dos Santos, Robert Sabourin, Patrick Maupin · Pattern Recognition · 2008 · 152 citations

Classification Method, Engineering, Machine Learning +12

An overview of unsupervised drift detection methods

Rosana Noronha Gemaque, Albert França Josuá Costa, Rafael Giusti et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2020 · 136 citations · Full text

Engineering, Machine Learning, Shift Detection +18

Overfitting cautious selection of classifier ensembles with genetic algorithms

Eulanda M. dos Santos, Robert Sabourin, Patrick Maupin · Information Fusion · 2008 · 85 citations

Engineering, Machine Learning, Data Science +8

Automatic classification of cross-site scripting in web pages using document-based and URL-based features

Angelo Eduardo Nunan, Eduardo Souto, Eulanda M. dos Santos et al. · 2012 · 60 citations

Abuse Detection, Engineering, Machine Learning +16

A drift detection method based on dynamic classifier selection

Felipe Pinagé, Eulanda M. dos Santos, João Gama · Data Mining and Knowledge Discovery · 2019 · 52 citations

Engineering, Shift Detection, Data Science +7