Davi Pereira dos Santos

Orcid: 0000-0002-3766-3137

Affiliations:
  • ICMC, Sao Carlos, Brazil


According to our database1, Davi Pereira dos Santos authored at least 14 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2023
Nonparametric Dimensionality Reduction Quality Assessment based on Sortedness of Unrestricted Neighborhood.
Proceedings of the 143th International EuroVis Workshop on Visual Analytics, 2023

2021
Predictable universally unique identification of sequential events on complex objects.
CoRR, 2021

Evaluate Pseudo Labeling and CNN for Multi-variate Time Series Classification in Low-Data Regimes.
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.
Proceedings of the 35th Brazilian Symposium on Databases, 2020

2019
Empirical investigation of active learning strategies.
Neurocomputing, 2019

2016
Selection and control of the active learning bias.
PhD thesis, 2016

Endowing a Content-Based Medical Image Retrieval System with Perceptual Similarity Using Ensemble Strategy.
J. Digit. Imaging, 2016

Automatic Selection of Learning Bias for Active Sampling.
Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015
Selectively Inhibiting Learning Bias for Active Sampling.
Proceedings of the 2015 Brazilian Conference on Intelligent Systems, 2015

2014
Comparison of Active Learning Strategies and Proposal of a Multiclass Hypothesis Space Search.
Proceedings of the Hybrid Artificial Intelligence Systems - 9th International Conference, 2014

2013
A Similarity-Based Approach for Financial Time Series Analysis and Forecasting.
Proceedings of the Database and Expert Systems Applications, 2013

2009
Visual analysis of image collections.
Vis. Comput., 2009

2008
Multidimensional Visualization to Support Analysis of Image Collections.
Proceedings of the SIBGRAPI 2008, 2008

2007
Feature selection with equalized salience measures and its application to segmentation.
Proceedings of the SIBGRAPI 2007, 2007


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