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
102017
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
92017
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
42019
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
42018
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
42017
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
32017
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
22020
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
22018
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 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 …, 2020
12020
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
Learn. Nonlinear Models 18 (1), 47-59, 2020
12020
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 ea Relevância de Usuários do Twitter? Uma análise da interação dos candidatos à presidência do Brasil nas eleições de 2018
AC Gabardo, LT Hattori, BCS Berno, M Gutoski, WRU Agostinho, ...
12019
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
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
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
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