Gabriel Jonas Aguiar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Top Venues

EURASIP J. Image Video Process.

Publications

Gabriel Jonas Aguiar, Alberto Cano
A comprehensive analysis of concept drift locality in data streams. Knowl. Based Syst. 289 (2024)
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 (2023)
Gabriel Jonas Aguiar, Alberto Cano
Enhancing Concept Drift Detection in Drifting and Imbalanced Data Streams through Meta-Learning. BigData (2023)
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 (2022)
Gabriel Jonas Aguiar, Everton José Santana, Saulo Martiello Mastelini, Rafael Gomes Mantovani, Sylvio Barbon Jr.
Towards meta-learning for multi-target regression problems. CoRR (2019)
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)
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 (2019)
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 (2019)