Gustavo Henrique de Rosa

Universidade Estadual Paulista

17H指数

74论文数

1.5K被引数

收录论文 16

发表时间

A comprehensive study among distance measures on supervised optimum-path forest classification

APPLIED SOFT COMPUTING

IF6.6

2024-10-01

PREAI

de Rosa, Gustavo H.; Roder, Mateus; Passos, Leandro A.; Papa, Joao Paulo

Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2024-08-01

OAAI

Oliveira, Guilherme C.; Rosa, Gustavo H.; Pedronette, Daniel C. G.; Papa, Joao P.; Kumar, Himeesh; Passos, Leandro A.; Kumar, Dinesh

Energy-Based Dropout in Restricted Boltzmann Machines: Why Not Go Random

IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE

IF6.5

2022-04-01

OAAI

Roder, Mateus; de Rosa, Gustavo Henrique; de Albuquerque, Victor Hugo C.; Rossi, Andre L. D.; Papa, Joao P.

Convolutional neural networks ensembles through single-iteration optimization

SOFT COMPUTING

IF2.5

2022-01-29

OAAI

Ribeiro, Luiz C. F.; de Rosa, Gustavo H.; Rodrigues, Douglas; Papa, Joao P.

Neighbour-based bag-of-samplings for person identification through handwritten dynamics and convolutional neural networks

EXPERT SYSTEMS

IF2.3

2021-11-29

PREAI

de Rosa, Gustavo H.; Roder, Mateus; Papa, Joao P.

A survey on text generation using generative adversarial networks

PATTERN RECOGNITION

IF7.6

2021-11-01

OAAI

de Rosa, Gustavo H.; Papa, Joao P.

Reinforcing learning in Deep Belief Networks through nature-inspired optimization

APPLIED SOFT COMPUTING

IF6.6

2021-09-01

PREAI

Roder, Mateus; Passos, Leandro Aparecido; de Rosa, Gustavo H.; de Albuquerque, Victor Hugo C.; Papa, Joao Paulo

A nature-inspired feature selection approach based on hypercomplex information

APPLIED SOFT COMPUTING

IF6.6

2020-09-01

OAAI

de Rosa, Gustavo H.; Papa, Joao P.; Yang, Xin-She

Semi-supervised learning with connectivity-driven convolutional neural networks 基于连通性驱动的卷积神经网络半监督学习

PATTERN RECOGNITION LETTERS

IF3.3

2019-12-01

PREAI

Amorim, Willian Paraguassu; Rosa, Gustavo Henrique; Thomazella, Rogerio; Cogo Castanho, Jose Eduardo; Lofrano Dotto, Fabio Romano; Rodrigues Junior, Oswaldo Pons; Marana, Aparecido Nilceu; Papa, Joao Paulo

A recurrence plot-based approach for Parkinson's disease identification

FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE

IF6.1

2019-05-01

PREAI

Afonso, Luis C. S.; Rosa, Gustavo H.; Pereira, Clayton R.; Weber, Silke A. T.; Hook, Christian; Albuquerque, Victor Hugo C.; Papa, Joao P.

Feature selection through binary brain storm optimization

COMPUTERS & ELECTRICAL ENGINEERING

IF4.9

2018-11-01

PREAI

Papa, Joao P.; Rosa, Gustavo H.; de Souza, Andre N.; Afonso, Luis C. S.

Handwritten dynamics dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification 通过卷积神经网络进行手写动力学动力学评估: 在帕金森氏病识别中的应用

ARTIFICIAL INTELLIGENCE IN MEDICINE

IF6.2

2018-05-01

120

OAAI

Pereira, Clayton R.; Pereira, Danilo R.; Rosa, Gustavo H.; Albuquerque, Victor H. C.; Weber, Silke A. T.; Hook, Christian; Papa, Joao P.

A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes

PATTERN RECOGNITION LETTERS

IF3.3

2017-12-01

OAAI

Papa, Joao Paulo; Rosa, Gustavo Henrique; Papa, Luciene Patrici

Quaternion-based Deep Belief Networks fine-tuning 基于四元数的深度信念网络微调

APPLIED SOFT COMPUTING

IF6.6

2017-11-01

OAAI

Papa, Joao Paulo; Rosa, Gustavo H.; Pereira, Danillo R.; Yang, Xin-She

Handling dropout probability estimation in convolution neural networks using meta-heuristics

SOFT COMPUTING

IF2.5

2017-06-23

PREAI

de Rosa, Gustavo H.; Papa, Joao P.; Yang, Xin-S

Model selection for Discriminative Restricted Boltzmann Machines through meta-heuristic techniques 通过元启发式技术选择判别受限玻尔兹曼机的模型

nature computational science

IF3.7

2015-07-01

PREAI

Papa, Joao P.; Rosa, Gustavo H.; Marana, Aparecido N.; Scheirer, Walter; Cox, David D.

研究方向