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ORCIDGabriel Aguiar
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2020 – today
- 2024
[j7]Gabriel Jonas Aguiar, Alberto Cano
:
Dynamic budget allocation for sparsely labeled drifting data streams. Inf. Sci. 654: 119821 (2024)- [j6]Gabriel Jonas Aguiar, Alberto Cano:
A comprehensive analysis of concept drift locality in data streams. Knowl. Based Syst. 289: 111535 (2024) - [j5]Gabriel Aguiar, Bartosz Krawczyk, Alberto Cano:
A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework. Mach. Learn. 113(7): 4165-4243 (2024) - 2023
- [j4]Sylvio Barbon, Rodrigo Capobianco Guido, Gabriel Jonas Aguiar, Everton José Santana, Mario Lemes Proença Jr., Hemant A. Patil:
Multiple voice disorders in the same individual: Investigating handcrafted features, multi-label classification algorithms, and base-learners. Speech Commun. 152: 102952 (2023) - [c3]Gabriel Jonas Aguiar, Alberto Cano:
Enhancing Concept Drift Detection in Drifting and Imbalanced Data Streams through Meta-Learning. IEEE Big Data 2023: 2648-2657 - [c2]Gabriel Jonas Aguiar, Alberto Cano:
An active learning budget-based oversampling approach for partially labeled multi-class imbalanced data streams. SAC 2023: 382-389 - [i3]Gabriel Jonas Aguiar, Alberto Cano:
A comprehensive analysis of concept drift locality in data streams. CoRR abs/2311.06396 (2023) - 2022
- [j3]Gabriel Jonas Aguiar, Everton José Santana, André C. P. L. F. de Carvalho, Sylvio Barbon Junior:
Using meta-learning for multi-target regression. Inf. Sci. 584: 665-684 (2022) - [i2]Gabriel Jonas Aguiar, Bartosz Krawczyk, Alberto Cano:
A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework. CoRR abs/2204.03719 (2022)
2010 – 2019
- 2019
- [j2]Gabriel Fillipe Centini Campos, Saulo Martiello Mastelini, Gabriel Jonas Aguiar, Rafael Gomes Mantovani, Leonimer Flavio de Melo, Sylvio Barbon Junior:
Machine learning hyperparameter selection for Contrast Limited Adaptive Histogram Equalization. EURASIP J. Image Video Process. 2019: 59 (2019) - [j1]Gabriel Jonas Aguiar, Rafael Gomes Mantovani, Saulo Martiello Mastelini, André C. P. L. F. de Carvalho, Gabriel F. C. Campos, Sylvio Barbon Junior:
A meta-learning approach for selecting image segmentation algorithm. Pattern Recognit. Lett. 128: 480-487 (2019) - [c1]Gabriel Jonas Aguiar, Everton José Santana, Saulo Martiello Mastelini, Rafael Gomes Mantovani, Sylvio Barbon Jr.:
Towards Meta-Learning for Multi-Target Regression Problems. BRACIS 2019: 377-382 - [i1]Gabriel Jonas Aguiar, Everton José Santana, Saulo Martiello Mastelini, Rafael Gomes Mantovani, Sylvio Barbon Jr.:
Towards meta-learning for multi-target regression problems. CoRR abs/1907.11277 (2019)
Coauthor Index
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