Gustavo Henrique Rosa

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 6

Top Topics

Regularization Framework

Hyperparameters

Convolutional Neural Networks

Supervised Learning

Top Venues

Pattern Recognit. Lett.

GECCO (Companion)

Publications

Mateus Roder, Gustavo Henrique Rosa, João Paulo Papa, Daniel Carlos Guimarães Pedronette
Enhancing Shallow Neural Networks Through Fourier-based Information Fusion for Stroke Classification. SIBGRAPI (2021)
Willian Paraguassu Amorim, Gustavo Henrique Rosa, Rogério Thomazella, José Eduardo Cogo Castanho, Fábio Romano Lofrano Dotto, Oswaldo Pons Rodrigues Júnior, Aparecido Nilceu Marana, João Paulo Papa
Semi-supervised learning with connectivity-driven convolutional neural networks. Pattern Recognit. Lett. 128 (2019)
Rogério Thomazella, José E. C. Castanho, Fébio R. L. Dotto, Oswaldo Pons Rodrigues Júnior, Gustavo Henrique Rosa, Aparecido Nilceu Marana, João P. Papa
Environmental Monitoring Using Drone Images and Convolutional Neural Networks. IGARSS (2018)
João Paulo Papa, Gustavo Henrique Rosa, Douglas Rodrigues, Xin-She Yang
LibOPT: An Open-Source Platform for Fast Prototyping Soft Optimization Techniques. CoRR (2017)
João Paulo Papa, Gustavo Henrique Rosa, Luciene P. Papa
A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes. Pattern Recognit. Lett. 100 (2017)
João P. Papa, Gustavo Henrique Rosa, Kelton A. P. Costa, Nilceu A. Marana, Walter J. Scheirer, David Daniel Cox
On the Model Selection of Bernoulli Restricted Boltzmann Machines Through Harmony Search. GECCO (Companion) (2015)