Redes complexas, modelagem matemática e computacional na compreensão de respostas ao exercício físico e ao rendimento esportivo - Vanessa Helena Pereira-Ferrero (2017)

Representation Learning for Image Retrieval through 3D CNN and Manifold Ranking. - Lucas Barbosa de Almeida; Vanessa Helena Pereira-Ferrero; Lucas Pascotti Valem; Jurandy Almeida; Daniel Carlos Guimarães Pedronette (SIBGRAPI, 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)

A Novel Rank Correlation Measure for Manifold Learning on Image Retrieval and Person Re-ID. - Lucas Pascotti Valem; Vinicius Atsushi Sato Kawai; Vanessa Helena Pereira-Ferrero; Daniel Carlos Guimarães Pedronette (ICIP, 2022)

Self-Supervised Regression for Query Performance Prediction on Image Retrieval. - Lucas Pascotti Valem; Vanessa Helena Pereira-Ferrero; Daniel Carlos Guimarães Pedronette (AIKE, 2023)

Feature augmentation based on manifold ranking and LSTM for image classification. - Vanessa Helena Pereira-Ferrero; Lucas Pascotti Valem; Daniel Carlos Guimarães Pedronette (Expert Syst. Appl., 2023)

Unsupervised affinity learning based on manifold analysis for image retrieval: A survey. - Vanessa Helena Pereira-Ferrero; Ted G. Lewis; Lucas Pascotti Valem; L. G. P. Ferrero; Daniel C. G. Pedronette; Longin Jan Latecki (Comput. Sci. Rev., 2024)

Feature Fusion and Augmentation Based on Manifold Ranking for Image Classification. - Vanessa Helena Pereira-Ferrero; Lucas Pascotti Valem; Gustavo Rosseto Leticio; Daniel Carlos Guimarães Pedronette (Int. J. Semantic Comput., 2024)