Guilherme Brandão Martins

According to our database, Guilherme Brandão Martins authored at least 9 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Temporal Dengue Outbreak Prediction from Climatic Variables using Finite Element Machines for Regression.

M. Lydia, Edwin Prem Kumar Gilbert, Akash Ravichandran, Guilherme Brandão Martins, Leandro A. Passos, João P. Papa

Proceedings of the 30th International Conference on Systems, Signals and Image Processing, 2023

2022

Collaborative Filtering Matches Decision Templates: A Practical Approach to Estimate Predictions.

Guilherme Brandão Martins, João Paulo Papa

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

How to proper initialize Gaussian Mixture Models with Optimum-Path Forest.

Guilherme Brandão Martins, João Paulo Papa

Proceedings of the 35th SIBGRAPI Conference on Graphics, Patterns and Images, 2022

2020

OPFSumm: on the video summarization using Optimum-Path Forest.

Guilherme Brandão Martins, Danillo Roberto Pereira, Jurandy Gomes de Almeida Junior, Victor Hugo C. de Albuquerque, João Paulo Papa

Multim. Tools Appl., 2020

Deep learning techniques for recommender systems based on collaborative filtering.

Guilherme Brandão Martins, João Paulo Papa, Hojjat Adeli

Expert Syst. J. Knowl. Eng., 2020

2016

Temporal-and Spatial-Driven Video Summarization Using Optimum-Path Forest.

Guilherme Brandão Martins, João Paulo Papa, Jurandy Almeida

Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

2015

Malware Detection in Android-Based Mobile Environments Using Optimum-Path Forest.

Kelton A. P. da Costa, Luis Alexandre da Silva, Guilherme Brandão Martins, Gustavo H. Rosa, Clayton R. Pereira, João Paulo Papa

Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015

Supervised Video Genre Classification Using Optimum-Path Forest.

Guilherme Brandão Martins, Jurandy Almeida, João Paulo Papa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2015

2014

Static Video Summarization through Optimum-Path Forest Clustering.

Guilherme Brandão Martins, Luis Claudio Sugi Afonso, Daniel Osaku, Jurandy Almeida, João P. Papa

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2014