| The Effect of Data Augmentation on the Performance of Convolutional Neural Networks N Aquino, M Gutoski, L Hattori, H Lopes XIII Congresso Brasileiro de Inteligência Computacional- (CBIC 2017) 8, 1, 2017 | 38 | 2017 |
| Classification of Weeds and Crops at the Pixel-Level Using Convolutional Neural Networks and Data Augmentation A Brilhador, M Gutoski, LT Hattori, A Inácio, A Lazzaretti, H Lopes IEEE Latin American Conference on Computational Intelligence (LA-CCI), 1--8, 2019 | 37 | 2019 |
| A Deep Bidirectional Long Short-Term Memory Approach Applied to the Protein Secondary Structure Prediction Problem L Hattori, C Benítez, H Lopes 4th IEEE Latin American Conference on Computational Intelligence LA-CCI 1 (4), 1, 2017 | 15 | 2017 |
| A comparative study of transfer learning approaches for video anomaly detection M Gutoski, M Ribeiro, LT Hattori, M Romero, AE Lazzaretti, HS Lopes International Journal of Pattern Recognition and Artificial Intelligence 35 …, 2021 | 12 | 2021 |
| A Novel Approach to Protein Folding Prediction based on Long Short-Term Memory Networks: A Preliminary Investigation and Analysis LT Hattori, CMVB Benítez, M Gutoski, HS Lopes 2018 IEEE World Congress on Computational Intelligence (WCCI 2018), 8, 2018 | 5 | 2018 |
| Soft biometrics classification in videos using transfer learning and bidirectional long short-term memory networks M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes Learning and Nonlinear Models 18 (1), 47-59, 2020 | 4 | 2020 |
| QUALITATIVE ANALYSIS OF DEEP LEARNING FRAMEWORKS M Gutoski, LT Hattori, NMR Aquino, HCM Senefonte, M Ribeiro, ... Learning and Nonlinear Models 15 (1), 1--8, 2017 | 4 | 2017 |
| Patch-Based Convolutional Neural Network for the Writer Classification Problem in Music Score Images LT Hattori, M Gutoski, NMR Aquino, HS Lopes 5th IEEE Latin American Conference on Computational Intelligence LA-CCI, 1, 2017 | 4 | 2017 |
| Evolutionary computation and swarm intelligence for the inference of gene regulatory networks LT Hattori, HS Lopes, FM Lopes International Journal of Innovative Computing and Applications 7 (4), 225-235, 2016 | 4 | 2016 |
| A study of the influence of data complexity and similarity on soft biometrics classification performance in a transfer learning scenario M Romero, M Gutoski, LT Hattori, M Ribeiro, HS Lopes Learning and Nonlinear Models 18 (2), 56-65, 2020 | 3 | 2020 |
| PathMolD-AB: Spatiotemporal Pathways of Protein Folding using Parallel Molecular Dynamics with a Coarse-Grained Model HSL Leandro Takeshi Hattori, Bruna Araújo Pinheiro, Rafael Bertolini Frigori ... Computational Biology and Chemistry, 107301, 2020 | 2 | 2020 |
| Feature selection using differential evolution for unsupervised image clustering M Gutoski, M Ribeiro, NMR Aquino, LT Hattori, AE Lazzaretti, HS Lopes Artificial Intelligence and Soft Computing: 17th International Conference …, 2018 | 2 | 2018 |
| A benchmark of optimally folded protein structures using integer programming and the 3D-HP-SC model LT Hattori, G Matheus, B César M.V., N Luiz F., L Heitor S. Elsevier 84 (1), 107192, 2020 | 1 | 2020 |
| 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 AC Gabardo, LTF Hattori, BCS Berno, M Gutoski, WRU Agostinho, ... arXiv preprint arXiv:1902.11197, 2019 | 1 | 2019 |
| A Framework for Analyzing Book Covers and Co-purchases using Object Detection and Data Mining Methods BCS Berno, AC Gabardo, LT Hattori, M Gutoski, A de Souza Inácio, ... IEEE Latin American Conference on Computational Intelligence LA-CCI 1, 2019 | 1 | 2019 |
| A discretized differential evolution algorithm for the inference of Gene Regulatory Networks LT Hattori, HS Lopes, FM Lopes Computational Intelligence (LA-CCI), 2015 Latin America Congress on, 1-6, 2015 | 1 | 2015 |
| Contributions to the study of the protein folding problem using deep learning and molecular dynamics LT Hattori | | 2020 |
| 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 A Cristiano Gabardo, L Takeshi Hattori, B Cinthya Solari Berno, M Gutoski, ... arXiv preprint arXiv:1902.11197, 2019 | | 2019 |
| Análise da fragmentação partidária na Assembleia Legislativa do Rio Grande do Sul com Métodos de Mineração de Dados HSL Andrei de Souza Inácio, Leandro Takeshi Hatori, Matheus Gutoski, André ... Anais do VIII Brazilian Workshop on Social Network Analysis and Mining, 161-166, 2019 | | 2019 |
| Dinâmica Molecular para Predição de Pathways de Proteínas usando Neighbor Lists e o Modelo 3D-AB L Takiguchi, C Benítez, L Hattori, H Lopes Seminário de Iniciação Científica e Tecnológica da UTFPR (SICITE) 22 (1), 6, 2017 | | 2017 |
Heitor Silvério LopesTitular Professor, Federal University of Technology Paraná / Curitiba-BrazilVerified email at utfpr.edu.br