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Marcello Serqueira
Publication Activity (10 Years)
Years Active: 2016-2023
Publications (10 Years): 4
Top Topics
Gaussian Processes
Optimization Methods
Evolution Strategy
Model Selection
Top Venues
CoRR
IJCNN
CEC
IEEE Access
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Publications
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Luis Japa
,
Marcello Serqueira
,
Israel Mendonça
,
Masayoshi Aritsugi
,
Eduardo Bezerra
,
Pedro Henrique González
A Population-Based Hybrid Approach for Hyperparameter Optimization of Neural Networks.
IEEE Access
11 (2023)
Luis Japa
,
Marcello Serqueira
,
Israel Mendonça
,
Eduardo Bezerra
,
Masayoshi Aritsugi
,
Pedro Henrique González
A conjugated evolutionary algorithm for hyperparameter optimization.
CEC
(2022)
Marcello Serqueira
,
Pedro González
,
Eduardo Bezerra
A Population-based Hybrid Approach to Hyperparameter Optimization for Neural Networks.
CoRR
(2020)
Eduardo Machado
,
Marcello Serqueira
,
Eduardo S. Ogasawara
,
Ricardo Ogando
,
Marcio A. G. Maia
,
Luiz Nicolaci da Costa
,
Riccardo Campisano
,
Gustavo Paiva Guedes
,
Eduardo Bezerra
Exploring machine learning methods for the Star/Galaxy Separation Problem.
IJCNN
(2016)