Feature selection with equalized salience measures and its application to segmentation. - Davi Pereira-Santos; João Batista Neto (SIBGRAPI, 2007)

Multidimensional Visualization to Support Analysis of Image Collections. - Danilo Medeiros Eler; Marcel Y. Nakazaki; Fernando Vieira Paulovich; Davi Pereira-Santos; Maria Cristina Ferreira de Oliveira; João Batista Neto; Rosane Minghim (SIBGRAPI, 2008)

Visual analysis of image collections. - Danilo Medeiros Eler; Marcel Y. Nakazaki; Fernando Vieira Paulovich; Davi Pereira-Santos; Gabriel de Faria Andery; Maria Cristina Ferreira de Oliveira; João Batista Neto; Rosane Minghim (Vis. Comput., 2009)

A Similarity-Based Approach for Financial Time Series Analysis and Forecasting. - Marcos Vinicius Naves Bedo; Davi Pereira dos Santos; Daniel S. Kaster; Caetano Traina Jr. (DEXA (2), 2013)

Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search. - Davi Pereira dos Santos; André Carlos Ponce de Leon Ferreira de Carvalho (HAIS, 2014)

Selectively Inhibiting Learning Bias for Active Sampling. - Davi Pereira dos Santos; André C. P. L. F. de Carvalho (BRACIS, 2015)

Automatic Selection of Learning Bias for Active Sampling. - Davi Pereira dos Santos; André C. P. L. F. de Carvalho (BRACIS, 2016)

Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy. - Marcos Vinicius Naves Bedo; Davi Pereira dos Santos; Marcelo Ponciano-Silva; Paulo Mazzoncini de Azevedo Marques; André Carlos Ponce de Leon Ferreira de Carvalho; Caetano Traina Jr. (J. Digit. Imaging, 2016)

Selection and control of the active learning bias. - Davi Pereira dos Santos (2016)

Empirical investigation of active learning strategies. - Davi Pereira dos Santos; Ricardo Bastos Cavalcante Prudêncio; André Carlos Ponce de Leon Ferreira de Carvalho (Neurocomputing, 2019)

Criteria for choosing the number of dimensions in a principal component analysis: An empirical assessment. - Renata Silva; Daniel Oliveira 001; Davi Pereira dos Santos; Lúcio F. D. Santos; Rodrigo Erthal Wilson; Marcos V. N. Bedo (SBBD, 2020)

Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes. - Dino Ienco; Davi Pereira dos Santos; André C. P. L. F. de Carvalho (ICANN (5), 2021)

Predictable universally unique identification of sequential events on complex objects. - Davi Pereira-Santos; Gabriel Dalforno; André C. P. L. F. de Carvalho (CoRR, 2021)

Nonparametric Dimensionality Reduction Quality Assessment based on Sortedness of Unrestricted Neighborhood. - Davi Pereira-Santos; Tácito Trindade de Araújo Tiburtino Neves; André C. P. L. F. de Carvalho; Fernando V. Paulovich (EuroVA@EuroVis, 2023)