Gustavo Henrique de Rosa
Gustavo Henrique de Rosa
Mestre em Ciência da Computação, Universidade Estadual Paulista
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Model selection for discriminative restricted boltzmann machines through meta-heuristic techniques
JP Papa, GH Rosa, AN Marana, W Scheirer, DD Cox
Journal of Computational Science 9, 14-18, 2015
On the model selection of bernoulli restricted boltzmann machines through harmony search
JP Papa, GH Rosa, KA Costa, NA Marana, W Scheirer, DD Cox
Proceedings of the Companion Publication of the 2015 Annual Conference on …, 2015
Fine-tuning convolutional neural networks using harmony search
G Rosa, J Papa, A Marana, W Scheirer, D Cox
Iberoamerican Congress on Pattern Recognition, 683-690, 2015
Deep Learning-Aided Parkinson
CR Pereira, SAT Weber, C Hook, GH Rosa, JP Papa
2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2016
Learning parameters in deep belief networks through firefly algorithm
G Rosa, J Papa, K Costa, L Passos, C Pereira, XS Yang
IAPR Workshop on Artificial Neural Networks in Pattern Recognition, 138-149, 2016
Libopt: An open-source platform for fast prototyping soft optimization techniques
JP Papa, GH Rosa, D Rodrigues, XS Yang
arXiv preprint arXiv:1704.05174, 2017
Handwritten dynamics assessment through convolutional neural networks: An application to Parkinson's disease identification
CR Pereira, DR Pereira, GH Rosa, VHC Albuquerque, SAT Weber, ...
Artificial intelligence in medicine 87, 67-77, 2018
Convolutional neural networks applied for parkinson’s disease identification
CR Pereira, DR Pereira, JP Papa, GH Rosa, XS Yang
Machine Learning for Health Informatics, 377-390, 2016
On the training of artificial neural networks with radial basis function using optimum-path forest clustering
GH Rosa, KAP Costa, LAP Júnior, JP Papa, AX Falcao, JMRS Tavares
Pattern Recognition (ICPR), 2014 22nd International Conference on, 1472-1477, 2014
Parameter setting-free harmony search optimization of restricted boltzmann machines and its applications to spam detection
LA Silva, PB Ribeiro, GH Rosa, KAP Costa, JP Papa
12th International Conference Applied Computing, 142-150, 2015
Automatic landslide recognition through optimum-path forest
R Pisani, P Riedel, K Costa, R Nakamura, C Pereira, G Rosa, J Papa
Geoscience and Remote Sensing Symposium (IGARSS), 2012 IEEE International …, 2012
Quaternion-based deep belief networks fine-tuning
JP Papa, GH Rosa, DR Pereira, XS Yang
Applied Soft Computing 60, 328-335, 2017
A binary-constrained Geometric Semantic Genetic Programming for feature selection purposes
JP Papa, GH Rosa, LP Papa
Pattern Recognition Letters 100, 59-66, 2017
Learning spam features using restricted boltzmann machines
LA da Silva, KAP da Costa, PB Ribeiro, GH de Rosa, JP Papa
IADIS International Journal on Computer Science & Information Systems 11 (1), 2016
Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest
KAP da Costa, LA da Silva, GB Martins, GH Rosa, CR Pereira, JP Papa
Machine Learning and Applications (ICMLA), 2015 IEEE 14th International …, 2015
Feature selection using geometric semantic genetic programming
GH Rosa, JP Papa, LP Papa
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
On the Evaluation of Restricted Boltzmann Machines for Malware Identification
K Costa, L Silva, G Martins, G Rosa, R Pires, J Papa
work 13 (43), 42, 2016
A recurrence plot-based approach for Parkinson’s disease identification
LCS Afonso, GH Rosa, CR Pereira, SAT Weber, C Hook, ...
Future Generation Computer Systems, 2018
Feature selection through binary brain storm optimization
JP Papa, GH Rosa, AN de Souza, LCS Afonso
Computers & Electrical Engineering 72, 468-481, 2018
Environmental Monitoring Using Drone Images and Convolutional Neural Networks
R Thomazella, JE Castanho, FRL Dotto, OPR Júnior, GH Rosa, ...
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
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