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Leandro Takeshi Hattori
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引用次数
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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
352017
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
312019
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
152017
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
102021
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
62018
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
52017
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
52017
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
42020
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
42016
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
32020
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
32020
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
32018
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
22019
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
12020
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
arXiv preprint arXiv:1902.11197, 2019
12019
Soft Biometrics Classification Using Denoising Convolutional Autoencoders and Support Vector Machines
NMR Aquino, M Gutoski, LT Hattori, HS Lopes
CBIC 2017 – XIII Brazilian Congress on Computational Intelligence 7, 1, 2017
12017
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
12015
Contributions to the study of the protein folding problem using deep learning and molecular dynamics
LT Hattori
Universidade Tecnológica Federal do Paraná, 2020
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
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