Matheus Gutoski

15 papers B 1Journal 8Unranked 5

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Unsupervised open-world human action recognition. Pattern Anal. Appl. Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
2022	—	`—`	Reconhecimento de vídeos de ações humanas em um mundo aberto: contribuições teóricas e metodológicas Matheus Gutoski
2021	J	`jnl`	A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection. Int. J. Pattern Recognit. Artif. Intell. Matheus Gutoski, Manassés Ribeiro, Leandro Takeshi Hattori, Nelson Marcelo Romero Aquino, André Eugênio Lazzaretti, Heitor S. Lopes
2021	J	`jnl`	Deep metric learning for open-set human action recognition in videos. Neural Comput. Appl. Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
2021	J	`jnl`	Incremental human action recognition with dual memory. Image Vis. Comput. Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
2021	J	`jnl`	OSVidCap: A Framework for the Simultaneous Recognition and Description of Concurrent Actions in Videos in an Open-Set Scenario. IEEE Access Andrei de Souza Inácio, Matheus Gutoski, André Eugênio Lazzaretti, Heitor Silvério Lopes
2020	J	`jnl`	A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model. Comput. Biol. Chem. Leandro Takeshi F. Hattori, Matheus Gutoski, César Manuel Vargas Benítez, Luiz Fernando Nunes, Heitor Silvério Lopes
2020	J	`jnl`	One-Class Classification in Images and Videos Using a Convolutional Autoencoder With Compact Embedding. IEEE Access Manassés Ribeiro, Matheus Gutoski, André Eugênio Lazzaretti, Heitor S. Lopes
2019	—	`conf`	A Framework for Analyzing Book Covers and Co-purchases using Object Detection and Data Mining Methods. LA-CCI Brenda Cinthya Solari Berno, Ademir Cristiano Gabardo, Leandro Takeshi Hattori, Matheus Gutoski, Andrei de Souza Inácio, Heitor Silvério Lopes
2019	—	`conf`	Classification of Weeds and Crops at the Pixel-Level Using Convolutional Neural Networks and Data Augmentation. LA-CCI Anderson Brilhador, Matheus Gutoski, Leandro Takeshi Hattori, Andrei de Souza Inácio, André Eugênio Lazzaretti, Heitor Silvério Lopes
2019	J	`jnl`	Como Mensurar a Importância, Influência e a Relevância de Usuários do Twitter? Uma análise da interação dos candidatos à presidência do Brasil nas eleições de 2018. CoRR Ademir Cristiano Gabardo, Leandro Takeshi F. Hattori, Brenda Cinthya Solari Berno, Matheus Gutoski, Wagner Rodrigues Ulian Agostinho, Heitor Silvério Lopes
2018	B	`conf`	A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis. IJCNN Leandro Takeshi F. Hattori, César Manuel Vargas Benítez, Matheus Gutoski, Nelson Marcelo Romero Aquino, Heitor Silvério Lopes
2018	—	`conf`	Feature Selection Using Differential Evolution for Unsupervised Image Clustering. ICAISC (1) Matheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, Leandro Takeshi F. Hattori, André Eugênio Lazzaretti, Heitor Silvério Lopes
2017	—	`conf`	A clustering-based deep autoencoder for one-class image classification. LA-CCI Matheus Gutoski, Manassés Ribeiro, Nelson Marcelo Romero Aquino, André Eugênio Lazzaretti, Heitor Silvério Lopes
2017	—	`conf`	A gene expression programming approach for evolving multi-class image classifiers. LA-CCI Nelson Marcelo Romero Aquino, Manassés Ribeiro, Matheus Gutoski, César Manuel Vargas Benítez, Heitor Silvério Lopes