A rank-based framework through manifold learning for improved clustering tasks. - Bionda Rozin; Vanessa Helena Pereira-Ferrero; Leonardo Tadeu Lopes; Daniel Carlos Guimarães Pedronette (Inf. Sci., 2021)

Semi-supervised Time Series Classification Through Image Representations. - Bionda Rozin; Emílio Bergamim; Daniel Carlos Guimarães Pedronette; Fabricio Aparecido Breve (ICCSA (2), 2023)

Inductive Self-Supervised Dimensionality Reduction for Image Retrieval. - Deryk Willyan Biotto; Guilherme Henrique Jardim; Vinicius Atsushi Sato Kawai; Bionda Rozin; Denis Henrique Pinheiro Salvadeo; Daniel Carlos Guimarães Pedronette (VISIGRAPP (2): VISAPP, 2025)