Bionda Rozin

According to our database, Bionda Rozin authored at least 6 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2026

A ranked-based framework based on manifold learning for multivariate time series retrieval and classification.

Bionda Rozin, Daniel C. G. Pedronette

Pattern Recognit. Lett., 2026

2025

Re-Ranking and Representations for Time Series Retrieval: A Comparative Study.

Bionda Rozin, Daniel Carlos Guimarães Pedronette, Ricardo da Silva Torres

IEEE Access, 2025

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

Proceedings of the 20th International Joint Conference on Computer Vision, 2025

Rank-Based Unsupervised Similarity Learning: Framework and Applications.

Italo De Matos Saldanha, Vinicius Atsushi Sato Kawai, Bionda Rozin, Gustavo Rosseto Leticio, Lucas Pascotti Valem, Daniel Carlos Guimarães Pedronette

Proceedings of the 38th SIBGRAPI Conference on Graphics, Patterns and Images, 2025

2023

Semi-supervised Time Series Classification Through Image Representations.

Bionda Rozin, Emílio Bergamim, Daniel Carlos Guimarães Pedronette, Fabricio Aparecido Breve

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

2021

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