Unsupervised open-world human action recognition
Gutoski, Matheus, Lazzaretti, André Eugenio, Lopes, Heitor Silvério
Published in Pattern analysis and applications : PAA (01.11.2023)
Published in Pattern analysis and applications : PAA (01.11.2023)
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Journal Article
Deep metric learning for open-set human action recognition in videos
Gutoski, Matheus, Lazzaretti, André Eugênio, Lopes, Heitor Silvério
Published in Neural computing & applications (01.02.2021)
Published in Neural computing & applications (01.02.2021)
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Journal Article
Incremental human action recognition with dual memory
Gutoski, Matheus, Lazzaretti, André Eugenio, Lopes, Heitor Silvério
Published in Image and vision computing (01.12.2021)
Published in Image and vision computing (01.12.2021)
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Journal Article
A Study of the Influence of Data Complexity and Similarity on Soft Biometrics Classification Performance in a Transfer Learning Scenario
Romero, Marcelo, Gutoski, Matheus, Hattori, Leandro Takeshi, Ribeiro, Manassés, Lopes, Heitor Silvério
Published in Learning and nonlinear models (30.06.2021)
Published in Learning and nonlinear models (30.06.2021)
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Journal Article
A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model
Hattori, Leandro Takeshi, Gutoski, Matheus, Vargas Benítez, César Manuel, Nunes, Luiz Fernando, Lopes, Heitor Silvério
Published in Computational biology and chemistry (01.02.2020)
Published in Computational biology and chemistry (01.02.2020)
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Journal Article
Qualitative analysis of deep learning frameworks
Gutoski, Matheus, Hattori, Leandro Takeshi, Romero Aquino, Nelson Marcelo, Senefonte, Helen Cristina, Ribeiro, Manassés, Lazzaretti, André Eugênio, Lopes, Heitor Silvério
Published in Learning and nonlinear models (30.06.2017)
Published in Learning and nonlinear models (30.06.2017)
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Journal Article
Feature Selection Using Differential Evolution for Unsupervised Image Clustering
Gutoski, Matheus, Ribeiro, Manassés, Aquino, Nelson Marcelo Romero, Hattori, Leandro Takeshi, Lazzaretti, André Eugênio, Lopes, Heitor Silvério
Published in Artificial Intelligence and Soft Computing (2018)
Published in Artificial Intelligence and Soft Computing (2018)
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Book Chapter
Classification of Weeds and Crops at the Pixel-Level Using Convolutional Neural Networks and Data Augmentation
Brilhador, Anderson, Gutoski, Matheus, Hattori, Leandro Takeshi, de Souza Inacio, Andrei, Lazzaretti, Andre Eugenio, Lopes, Heitor Silverio
Published in 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2019)
Published in 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2019)
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Conference Proceeding
A clustering-based deep autoencoder for one-class image classification
Gutoski, Matheus, Ribeiro, Manasses, Romero Aquino, Nelson Marcelo, Lazzaretti, Andre Eugenio, Lopes, Heitor Silverio
Published in 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2017)
Published in 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2017)
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Conference Proceeding
A Framework for Analyzing Book Covers and Co-purchases using Object Detection and Data Mining Methods
Berno, Brenda Cinthya Solari, Gabardo, Ademir Cristiano, Hattori, Leandro Takeshi, Gutoski, Matheus, de Souza Inacio, Andrei, Lopes, Heitor Silverio
Published in 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2019)
Published in 2019 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2019)
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Conference Proceeding
Como Mensurar a Import\^ancia, Influ\^encia e a Relev\^ancia de Usu\'arios do Twitter? Uma an\'alise da intera\c{c}\~ao dos candidatos \`a presid\^encia do Brasil nas elei\c{c}\~oes de 2018
Gabardo, Ademir Cristiano, Hattori, Leandro Takeshi, Berno, Brenda Cinthya Solari, Gutoski, Matheus, Agostinho, Wagner Rodrigues Ulian, Lopes, Heitor Silverio
Year of Publication 21.02.2019
Year of Publication 21.02.2019
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Journal Article
A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis
Hattori, Leandro Takeshi, Benitez, Cesar Manuel Vargas, Gutoski, Matheus, Aquino, Nelson Marcelo Romero, Lopes, Heitor Silverio
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
Published in 2018 International Joint Conference on Neural Networks (IJCNN) (01.07.2018)
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Conference Proceeding
A gene expression programming approach for evolving multi-class image classifiers
Romero Aquino, Nelson Marcelo, Ribeiro, Manasses, Gutoski, Matheus, Benitez, Cesar Vargas, Lopes, Heitor Silverio
Published in 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2017)
Published in 2017 IEEE Latin American Conference on Computational Intelligence (LA-CCI) (01.11.2017)
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Conference Proceeding
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
Ademir Cristiano Gabardo, Leandro Takeshi Hattori, Brenda Cinthya Solari Berno, Gutoski, Matheus, Wagner Rodrigues Ulian Agostinho, Heitor Silverio Lopes
Published in arXiv.org (21.02.2019)
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Published in arXiv.org (21.02.2019)
Paper