Gustavo H. Rosa

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 12

Top Topics

Restricted Boltzmann Machine

Feature Selection

Top Venues

GECCO (Companion)

Artif. Intell. Medicine

Biomed. Signal Process. Control.

Publications

Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomed. Signal Process. Control. 94 (2024)
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets. CoRR (2022)
Luis Claudio Sugi Afonso, Gustavo H. Rosa, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa
A recurrence plot-based approach for Parkinson's disease identification. Future Gener. Comput. Syst. 94 (2019)
Luis Alexandre da Silva, Kelton A. P. da Costa, João P. Papa, Gustavo H. Rosa, Victor Hugo C. de Albuquerque
Fine-tuning restricted Boltzmann machines using quaternions and its application for spam detection. IET Networks 8 (3) (2019)
Clayton R. Pereira, Danilo R. Pereira, Gustavo H. Rosa, Victor Hugo C. de Albuquerque, Silke A. T. Weber, Christian Hook, João P. Papa
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification. Artif. Intell. Medicine 87 (2018)
Gustavo H. Rosa, João P. Papa, Xin-She Yang
Handling dropout probability estimation in convolution neural networks using meta-heuristics. Soft Comput. 22 (18) (2018)
João P. Papa, Gustavo H. Rosa, André N. de Souza, Luis Claudio Sugi Afonso
Feature selection through binary brain storm optimization. Comput. Electr. Eng. 72 (2018)
João Paulo Papa, Gustavo H. Rosa, Danillo Roberto Pereira, Xin-She Yang
Quaternion-based Deep Belief Networks fine-tuning. Appl. Soft Comput. 60 (2017)
Gustavo H. Rosa, João Paulo Papa, Luciene P. Papa
Feature selection using geometric semantic genetic programming. GECCO (Companion) (2017)
Gustavo H. Rosa, Luis Claudio Sugi Afonso, Alexandro Baldassin, João P. Papa, Xin-She Yang
Quaternionic Flower Pollination Algorithm. CAIP (2) (2017)
Gustavo H. Rosa, João Paulo Papa, Kelton A. P. Costa, Leandro A. Passos Junior, Clayton R. Pereira, Xin-She Yang
Learning Parameters in Deep Belief Networks Through Firefly Algorithm. ANNPR (2016)
Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Gustavo H. Rosa, João Paulo Papa
Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics. SIBGRAPI (2016)
Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme B. Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa
Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest. ICMLA (2015)
Gustavo H. Rosa, João Paulo Papa, Aparecido Nilceu Marana, Walter J. Scheirer, David D. Cox
Fine-Tuning Convolutional Neural Networks Using Harmony Search. CIARP (2015)
João Paulo Papa, Gustavo H. Rosa, Aparecido Nilceu Marana, Walter J. Scheirer, David D. Cox
Model selection for Discriminative Restricted Boltzmann Machines through meta-heuristic techniques. J. Comput. Sci. 9 (2015)
Gustavo H. Rosa, Kelton A. P. Costa, Leandro A. Passos Junior, João Paulo Papa, Alexandre X. Falcão, João Manuel R. S. Tavares
On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering. ICPR (2014)
Rodrigo Pisani, Paulina Riedel, Kelton A. P. Costa, Rodrigo Nakamura, Clayton R. Pereira, Gustavo H. Rosa, João P. Papa
Automatic landslide recognition through Optimum-Path Forest. IGARSS (2012)