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Gabriel Jonas Aguiar
Gabriel Jonas Aguiar
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Title
Cited by
Cited by
Year
Machine learning hyperparameter selection for contrast limited adaptive histogram equalization
GFC Campos, SM Mastelini, GJ Aguiar, RG Mantovani, LF Melo, ...
EURASIP Journal on Image and Video Processing 2019, 1-18, 2019
1142019
A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework
GJ Aguiar, B Krawczyk, A Cano
Machine learning, 1-79, 2023
972023
A meta-learning approach for selecting image segmentation algorithm
GJ Aguiar, RG Mantovani, SM Mastelini, AC de Carvalho, GFC Campos, ...
Pattern Recognition Letters 128, 480-487, 2019
472019
Using meta-learning for multi-target regression
GJ Aguiar, EJ Santana, AC de Carvalho, SB Junior
Information Sciences 584, 665-684, 2022
142022
Multiple voice disorders in the same individual: investigating handcrafted features, multi-label classification algorithms, and base-learners
SB Junior, RC Guido, GJ Aguiar, EJ Santana, MLP Junior, HA Patil
Speech Communication 152, 102952, 2023
92023
Towards meta-learning for multi-target regression problems
GJ Aguiar, EJ Santana, SM Mastelini, RG Mantovani, SB Júnior
2019 8th Brazilian Conference on Intelligent Systems (BRACIS), 377-382, 2019
92019
An active learning budget-based oversampling approach for partially labeled multi-class imbalanced data streams
GJ Aguiar, A Cano
38th ACM/SIGAPP Symposium on Applied Computing, 382–389, 2023
72023
A comprehensive analysis of concept drift locality in data streams
GJ Aguiar, A Cano
Knowledge-Based Systems 289, 111535, 2024
42024
Enhancing concept drift detection in drifting and imbalanced data streams through Meta-Learning
GJ Aguiar, A Cano
IEEE International Conference on Big Data, 2023
32023
Dynamic budget allocation for sparsely labeled drifting data streams
GJ Aguiar, A Cano
Information Sciences 654, 119821, 2024
22024
Melhoria de contraste em imagens digitais baseado em Inteligência Artificial
GJ Aguiar, BB Zarpelao, S Barbon
Londrina, 2017
2017
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Articles 1–11