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Guilherme Brandão Martins
Guilherme Brandão Martins
PhD student
Verified email at ufscar.br
Title
Cited by
Cited by
Year
Deep learning techniques for recommender systems based on collaborative filtering
GB Martins, JP Papa, H Adeli
Expert Systems 37 (6), e12647, 2020
1112020
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
2015 IEEE 14th International Conference on Machine Learning and Applications …, 2015
112015
OPFSumm: on the video summarization using Optimum-Path Forest
GB Martins, DR Pereira, JG Almeida, VHC de Albuquerque, JP Papa
Multimedia Tools and Applications 79 (15), 11195-11211, 2020
82020
Temporal-and spatial-driven video summarization using optimum-path forest
GB Martins, JP Papa, J Almeida
2016 29th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI …, 2016
82016
Static video summarization through optimum-path forest clustering
GB Martins, LCS Afonso, D Osaku, J Almeida, JP Papa
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2014
52014
Deep learning techniques for 1210 recommender systems based on collaborative filtering
GB Martins, JP Papa, H Adeli
Expert, 0
5
On the Evaluation of Restricted Boltzmann Machines for Malware Identification
K Costa, L Silva, G Martins, G Rosa, R Pires, J Papa
International Journal of Information Security Science 5 (3), 69-81, 2016
32016
Supervised video genre classification using optimum-path forest
GB Martins, J Almeida, JP Papa
Progress in Pattern Recognition, Image Analysis, Computer Vision, and …, 2015
32015
Temporal Dengue Outbreak Prediction from Climatic Variables using Finite Element Machines for Regression
M Lydia, GEP Kumar, A Ravichandran, GB Martins, LA Passos, JP Papa
2023 30th International Conference on Systems, Signals and Image Processing …, 2023
2023
Temporal Dengue Outbreak Prediction from Climatic Variables using Finite Element Machine for Regression
L Passos, M Lydia, GEP Kumar, A Ravichandran, GB Martins, J Papa
Authorea Preprints, 2022
2022
How to proper initialize Gaussian Mixture Models with Optimum-Path Forest
GB Martins, JP Papa
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022
2022
Collaborative Filtering Matches Decision Templates: A Practical Approach to Estimate Predictions
GB Martins, JP Papa
2022 35th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 1 …, 2022
2022
Processamento e análise de vídeos utilizando Floresta de Caminhos Ótimos
GB Martins
Universidade Estadual Paulista (Unesp), 2016
2016
Video Processing and Analysis Through Optimum-Path Forest
GB Martins, J Almeida, JP Papa
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Articles 1–14