Gustavo H. Rosa

18 papers B 1C 3Journal 9Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization.
Biomed. Signal Process. Control.
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
2022 J jnl
Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets.
CoRR
Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
2019 J jnl
A recurrence plot-based approach for Parkinson's disease identification.
Future Gener. Comput. Syst.
Luis Claudio Sugi Afonso, Gustavo H. Rosa, Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Victor Hugo C. de Albuquerque, João P. Papa
2019 J jnl
Fine-tuning restricted Boltzmann machines using quaternions and its application for spam detection.
IET Networks
Luis Alexandre da Silva, Kelton A. P. da Costa, João P. Papa, Gustavo H. Rosa, Victor Hugo C. de Albuquerque
2018 J jnl
Feature selection through binary brain storm optimization.
Comput. Electr. Eng.
João P. Papa, Gustavo H. Rosa, André N. de Souza, Luis Claudio Sugi Afonso
2018 J jnl
Handling dropout probability estimation in convolution neural networks using meta-heuristics.
Soft Comput.
Gustavo H. Rosa, João P. Papa, Xin-She Yang
2018 J jnl
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification.
Artif. Intell. Medicine
Clayton R. Pereira, Danilo R. Pereira, Gustavo H. Rosa, Victor Hugo C. de Albuquerque, Silke A. T. Weber, Christian Hook, João P. Papa
2017 — conf
Feature selection using geometric semantic genetic programming.
GECCO (Companion)
Gustavo H. Rosa, João Paulo Papa, Luciene P. Papa
2017 J jnl
Quaternion-based Deep Belief Networks fine-tuning.
Appl. Soft Comput.
João Paulo Papa, Gustavo H. Rosa, Danillo Roberto Pereira, Xin-She Yang
2017 — conf
Quaternionic Flower Pollination Algorithm.
CAIP (2)
Gustavo H. Rosa, Luis Claudio Sugi Afonso, Alexandro Baldassin, João P. Papa, Xin-She Yang
2016 — ch.
Convolutional Neural Networks Applied for Parkinson's Disease Identification.
Machine Learning for Health Informatics
Clayton R. Pereira, Danillo Roberto Pereira, João Paulo Papa, Gustavo H. Rosa, Xin-She Yang
2016 — conf
Deep Learning-Aided Parkinson's Disease Diagnosis from Handwritten Dynamics.
SIBGRAPI
Clayton R. Pereira, Silke A. T. Weber, Christian Hook, Gustavo H. Rosa, João Paulo Papa
2016 — conf
Learning Parameters in Deep Belief Networks Through Firefly Algorithm.
ANNPR
Gustavo H. Rosa, João Paulo Papa, Kelton A. P. Costa, Leandro A. Passos Junior, Clayton R. Pereira, Xin-She Yang
2015 C conf
Fine-Tuning Convolutional Neural Networks Using Harmony Search.
CIARP
Gustavo H. Rosa, João Paulo Papa, Aparecido Nilceu Marana, Walter J. Scheirer, David D. Cox
2015 C conf
Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest.
ICMLA
Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme Brandão Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa
2015 J jnl
Model selection for Discriminative Restricted Boltzmann Machines through meta-heuristic techniques.
J. Comput. Sci.
João Paulo Papa, Gustavo H. Rosa, Aparecido Nilceu Marana, Walter J. Scheirer, David D. Cox
2014 B conf
On the Training of Artificial Neural Networks with Radial Basis Function Using Optimum-Path Forest Clustering.
ICPR
Gustavo H. Rosa, Kelton A. P. Costa, Leandro A. Passos Junior, João Paulo Papa, Alexandre X. Falcão, João Manuel R. S. Tavares
2012 C conf
Automatic landslide recognition through Optimum-Path Forest.
IGARSS
Rodrigo Pisani, Paulina Riedel, Kelton A. P. Costa, Rodrigo Nakamura, Clayton R. Pereira, Gustavo H. Rosa, João P. Papa