Guilherme B. Martins

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 5

Top Topics

Optimum Path Forest

Bayesian Classifier

Nearest Neighbor Classifier

Video Summarization

Top Venues

Expert Syst. J. Knowl. Eng.

Multim. Tools Appl.

Publications

Guilherme B. Martins, João Paulo Papa
Collaborative Filtering Matches Decision Templates: A Practical Approach to Estimate Predictions. SIBGRAPI (2022)
Guilherme B. Martins, João Paulo Papa
How to proper initialize Gaussian Mixture Models with Optimum-Path Forest. SIBGRAPI (2022)
Guilherme B. Martins, João Paulo Papa, Hojjat Adeli
Deep learning techniques for recommender systems based on collaborative filtering. Expert Syst. J. Knowl. Eng. 37 (6) (2020)
Guilherme B. Martins, Danillo Roberto Pereira, Jurandy Gomes de Almeida Junior, Victor Hugo C. de Albuquerque, João Paulo Papa
OPFSumm: on the video summarization using Optimum-Path Forest. Multim. Tools Appl. 79 (15-16) (2020)
Guilherme B. Martins, João Paulo Papa, Jurandy Almeida
Temporal-and Spatial-Driven Video Summarization Using Optimum-Path Forest. SIBGRAPI (2016)
Guilherme B. Martins, Jurandy Almeida, João Paulo Papa
Supervised Video Genre Classification Using Optimum-Path Forest. CIARP (2015)
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)
Guilherme B. Martins, Luis Claudio Sugi Afonso, Daniel Osaku, Jurandy Almeida, João P. Papa
Static Video Summarization through Optimum-Path Forest Clustering. CIARP (2014)