A Kullback-Leibler Divergence-Based Locally Linear Embedding Method: A Novel Parametric Approach for Cluster Analysis. - Alexandre L. M. Levada; Michel Ferreira Cardia Haddad (BRACIS (1), 2021)

Entropic Laplacian eigenmaps for unsupervised metric learning. - Alexandre Luis Magalhaes Levada; Michel Ferreira Cardia Haddad (SIBGRAPI, 2021)

Multilevel evidence on how policymakers may reduce avoidable deaths due to COVID-19: the case of Brazil. - Rafael de Freitas Souza; Luiz Paulo Lopes Fávero; Michel Ferreira Cardia Haddad; Hamilton Luiz Corrêa (Int. J. Math. Oper. Res., 2022)

Adaptive k-nearest neighbor classifier based on the local estimation of the shape operator. - Alexandre Luis Magalhaes Levada; Frank Nielsen; Michel Ferreira Cardia Haddad (CoRR, 2024)

Detection and localization of changes in a panel of densities. - Tim Kutta; Agnieszka Jach; Michel Ferreira Cardia Haddad; Piotr Kokoszka; Haonan Wang (J. Multivar. Anal., 2025)