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Heitor Silvério Lopes

Universidade Tecnológica Federal do Paraná
H-index:29
Citation Count:4,780
Views:0

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Machine Learning-Based System for Diagnosing Broken Bars in Three-Phase Induction Motors With Reduced Electrical Sensing

基于机器学习的三相感应电机断条诊断系统，采用减少电气传感技术

IEEE Access
IF3.6
2026-06-170
OA
Leonardo Batista De Santana; Narco Afonso Ravazzoli Maciejewski; Heitor Silvério Lopes; José Jair Alves Mendes Junior
LLM QLoRA Fine-Tuning of Llama, DeepSeek, and Qwen: A Skyrim Case Study

Llama、DeepSeek和Qwen的LLM QLoRA微调: 天际案例研究

IEEE Access
IF3.6
2026-01-280
OA
Marcos Eduardo Pivaro Monteiro; Marcos Talau; Heitor Silvério Lopes
Grouping sEMG Signals From Individuals With Neurological Injuries Using Clustering Methods

利用聚类方法对神经损伤个体的sEMG信号进行分组

IEEE Access
IF3.6
2026-01-010
PRE
Lourencao, Joao Pedro M.; Lopes, Heitor S.; Mendez, Maria Veronica G.; Matias, Cristian Veggian; Campos, Daniel P.; Mendes, Jose Jair A.
A guideline for gesture recognition developers with triboelectric gloves: Key insights on handcrafted feature extraction approach

一种为摩擦电手套手势识别开发者提供的指南：关于手工特征提取方法的关键见解

Biomedical Signal Processing and Control
IF4.9
2025-10-060
PRE
Thiago Simões Dias; José Jair Alves Mendes Junior; Heitor Silvério Lopes; Thiago Henrique Silva; Sérgio Francisco Pichorim
ST-NILM: A Wavelet Scattering-Based Architecture for Feature Extraction and Multilabel Classification in NILM Signals
IEEE SENSORS JOURNAL
IF4.5
2024-04-016
PRE
de Aguiar, Everton Luiz; Nolasco, Lucas da Silva; Lazzaretti, Andre Eugenio; Pipa, Daniel Rodrigues; Lopes, Heitor Silverio
Contactor Fault Detection and Classification System Using Optical Fiber Bragg Grating Sensors

基于光纤光栅传感器的接触器故障检测与分类系统

IEEE SENSORS JOURNAL
IF4.5
2024-02-150
PRE
Dureck, Eduardo H.; Benetti, Daniel; Junior, Wiston C. P.; Silva, Thiago H.; Lopes, Heitor S.; Dreyer, Uilian J.; Sousa, Kleiton M.; Pipa, Daniel R.; da Silva, Jean Carlos Cardozo
Open-Set Tattoo Semantic Segmentation

开放式纹身语义分割

IEEE ACCESS
IF3.6
2024-01-010
OA
Brilhador, Anderson; da Silva, Rodrigo Tchalski; Modinez-Junior, Carlos Roberto; Spadafora, Gabriel de Almeida; Lopes, Heitor Silverio; Lazzaretti, Andre Eugenio
A Prototypical Metric Learning Approach for Open-Set Semantic Segmentation on Remote Sensing Images

一种用于遥感图像开集语义分割的原型度量学习方法

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
2024-01-012
PRE
Brilhador, Anderson; Lazzaretti, Andre Eugenio; Lopes, Heitor Silverio
Unsupervised open-world human action recognition
PATTERN ANALYSIS AND APPLICATIONS
IF2
2023-09-263
PRE
Gutoski, Matheus; Lazzaretti, Andre Eugenio; Lopes, Heitor Silverio
Incremental human action recognition with dual memory
IMAGE AND VISION COMPUTING
IF4.2
2021-12-013
PRE
Gutoski, Matheus; Lazzaretti, Andre Eugenio; Lopes, Heitor Silverio
OSVidCap: A Framework for the Simultaneous Recognition and Description of Concurrent Actions in Videos in an Open-Set Scenario
IEEE ACCESS
IF3.6
2021-01-014
OA
Inacio, Andrei De Souza; Gutoski, Matheus; Lazzaretti, Andre Eugenio; Lopes, Heitor Silverio
One-Class Classification in Images and Videos Using a Convolutional Autoencoder With Compact Embedding
IEEE ACCESS
IF3.6
2020-01-0112
OAAI
Ribeiro, Manasses; Gutoski, Matheus; Lazzaretti, Andre E.; Lopes, Heitor S.
EPYNET: Efficient Pyramidal Network for Clothing Segmentation
IEEE ACCESS
IF3.6
2020-01-0113
OAAI
Inacio, Andrei De Souza; Lopes, Heitor Silverio
A study of deep convolutional auto-encoders for anomaly detection in videos
PATTERN RECOGNITION LETTERS
IF3.3
2018-04-01192
PREAI
Ribeiro, Manasses; Lazzaretti, Andre Eugenio; Lopes, Heitor Silverio
Extracting human attributes using a convolutional neural network approach
PATTERN RECOGNITION LETTERS
IF3.3
2015-12-0138
PREAI
Perlin, Hugo Alberto; Lopes, Heitor Silverio
A computational ecosystem for optimization: review and perspectives for future research
MEMETIC COMPUTING
IF2.3
2014-12-0711
PREAI
Parpinelli, Rafael Stubs; Lopes, Heitor Silverio
Discrete Capacity Assignment in IP networks using Particle Swarm Optimization
APPLIED MATHEMATICS AND COMPUTATION
IF3.4
2011-02-0110
PREAI
Gomes Wille, Emilio Carlos; Yabcznski, Eduardo; Lopes, Heitor Silverio
A genetic programming method for protein motif discovery and protein classification
SOFT COMPUTING
IF2.5
2010-06-161
PREAI
Tsunoda, Denise Fukumi; Freitas, Alex Alves; Lopes, Heitor Silverio
Genetic programming for epileptic pattern recognition in electroencephalographic signals
APPLIED SOFT COMPUTING
IF6.6
2007-01-0115
PREAI
Lopes, Heitor S.
Automatic motif discovery in an enzyme database using a genetic algorithm-based approach
SOFT COMPUTING
IF2.5
2005-05-102
PREAI
Tsunoda, DF; Lopes, HS

Research Directions

The data has not been retrieved yet.
A
André Eugênio Lazzaretti
H-index:18Papers:152Citations:1,601
M
Matheus Gutoski
H-index:8Papers:24Citations:209
A
Alex A. Freitas
H-index:62Papers:435Citations:1.7万
T
Thiago H. Silva
H-index:21Papers:235Citations:1,761
R
Rafael Stubs Parpinelli
H-index:18Papers:129Citations:2,486
J
José Jair Alves Mendes
H-index:12Papers:70Citations:706
D
Daniel Rodrigues Pipa
H-index:16Papers:128Citations:810
M
Manassés Ribeiro
H-index:5Papers:19Citations:400
A
Andrei de Souza Inácio
H-index:6Papers:24Citations:110
D
Denise Fukumi Tsunoda
H-index:6Papers:70Citations:175