Davi Pereira dos Santos

According to our database, Davi Pereira dos Santos authored at least 9 papers between 2013 and 2021.

Collaborative distances:

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

2021

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

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2021, 2021

2020

Criteria for choosing the number of dimensions in a principal component analysis: An empirical assessment.

Renata Silva, Daniel Oliveira, Davi Pereira dos Santos, Lúcio F. D. Santos, Rodrigo Erthal Wilson, Marcos V. N. Bedo

Proceedings of the 35th Brazilian Symposium on Databases, 2020

2019

Empirical investigation of active learning strategies.

Davi Pereira dos Santos, Ricardo Bastos Cavalcante Prudêncio, André Carlos Ponce de Leon Ferreira de Carvalho

Neurocomputing, 2019

2016

Selection and control of the active learning bias.

Davi Pereira dos Santos

PhD thesis, 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

Automatic Selection of Learning Bias for Active Sampling.

Davi Pereira dos Santos, André C. P. L. F. de Carvalho

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

Selectively Inhibiting Learning Bias for Active Sampling.

Davi Pereira dos Santos, André C. P. L. F. de Carvalho

Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014

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

Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013

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.

Proceedings of the Database and Expert Systems Applications, 2013