Computing the Shattering Coefficient of Supervised Learning Algorithms. - Rodrigo Fernandes de Mello; Moacir Antonelli Ponti; Carlos Henrique Grossi Ferreira (CoRR, 2018)

On learning guarantees to unsupervised concept drift detection on data streams. - Rodrigo Fernandes de Mello; Yule Vaz; Carlos Henrique Grossi Ferreira; Albert Bifet (Expert Syst. Appl., 2019)

Coarse-refinement dilemma: On generalization bounds for data clustering. - Yule Vaz; Rodrigo Fernandes de Mello; Carlos Henrique Grossi Ferreira (Expert Syst. Appl., 2021)