Leandro Takeshi Hattori
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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
92017
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
62017
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
32018
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
22017
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
22016
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
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
12019
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
A Comparative Study of Transfer Learning Approaches for Video Anomaly Detection
M Gutoski, M Ribeiro, LT Hattori, MR Aquino, AE Lazzaretti, HS Lopes
International Journal of Pattern Recognition and Artificial Intelligence, 2020
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
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
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
2019
Feature Selection Using Differential Evolution for Unsupervised Image Clustering
M Gutoski, M Ribeiro, NMR Aquino, LT Hattori, AE Lazzaretti, HS Lopes
International Conference on Artificial Intelligence and Soft Computing, 376-385, 2018
2018
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
2017
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
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
2017
Inferência de redes de regulação gênica utilizando métodos de busca e otimização
LT Hattori
Universidade Tecnológica Federal do Paraná, 2016
2016
Análise da fragmentaç ao partidária na Assembleia Legislativa do Rio Grande do Sul com Métodos de Mineraç ao de Dados
AS Inácio, LT Hatori, M Gutoski, AE Lazzaretti, HS Lopes
Transfer Learning
LT Hattori, A de Souza Inácio
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