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Sergio Chevtchenko
Sergio Chevtchenko
International Center for Neuromorphic Systems, Western Sydney University
Verified email at westernsydney.edu.au
Title
Cited by
Cited by
Year
A convolutional neural network with feature fusion for real-time hand posture recognition
SF Chevtchenko, RF Vale, V Macario, FR Cordeiro
Applied Soft Computing 73, 748-766, 2018
972018
Mechanism of KCl enhancement in detection of nonionic polymers by nanopore sensors
CG Rodrigues, DC Machado, SF Chevtchenko, OV Krasilnikov
Biophysical journal 95 (11), 5186-5192, 2008
972008
Multi-objective optimization for hand posture recognition
SF Chevtchenko, RF Vale, V Macario
Expert Systems with Applications 92, 170-181, 2018
482018
Combining PPO and incremental conductance for MPPT under dynamic shading and temperature
SF Chevtchenko, EJ Barbosa, MC Cavalcanti, GMS Azevedo, ...
Applied Soft Computing 131, 109748, 2022
82022
Combining STDP and binary networks for reinforcement learning from images and sparse rewards
SF Chevtchenko, TB Ludermir
Neural Networks 144, 496-506, 2021
82021
Detecting people from beach images
RL da Silva, S Chevtchenko, AA de Moura, FR Cordeiro, V Macario
2017 IEEE 29th International Conference on Tools with Artificial …, 2017
72017
Learning from sparse and delayed rewards with a multilayer spiking neural network
SF Chevtchenko, TB Ludermir
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
62020
Deep learning for people detection on beach images
S Chevtchenko, R Vale, F Cordeiro, V Macario
2018 7th Brazilian Conference on Intelligent Systems (BRACIS), 218-223, 2018
62018
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations
SF Chevtchenko, Y Bethi, TB Ludermir, S Afshar
arXiv preprint arXiv:2307.02947, 2023
22023
A comparison of RISC and CISC architectures
SF Chevtchenko, RF Vale
resource 2, 4, 2013
22013
Recognizing handwritten mathematical expressions of vertical addition and subtraction
D Rosa, FR Cordeiro, R Carvalho, E Souza, S Chevtchenko, L Rodrigues, ...
2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 1-6, 2023
12023
Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping
SF Chevtchenko, ES Rocha, MCMD Santos, RL Mota, DM Vieira, ...
IEEE Access 11, 128288-128305, 2023
12023
A study of swimmers detection in beach images
RL da Silva, S Chevtchenko, AA de Moura, V Macario, FR Cordeiro
rn 2, 2, 2017
12017
Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data
SF Chevtchenko, MCM dos Santos, DM Vieira, RL Mota, E Rocha, ...
The 33rd European Safety and Reliability Conference (ESREL 2023), 2023
2023
Reinforcement learning with spiking neural networks
SF CHEVTCHENKO
Universidade Federal de Pernambuco, 2023
2023
A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries
SF Chevtchenko, ES Rocha, B Cruz, EC de Andrade, DRB de Araújo
arXiv preprint arXiv:2307.05163, 2023
2023
Algoritmos de reconhecimento de dígitos para integração de equações manuscritas em sistemas tutores inteligentes
S Chevtchenko, LAL Rodrigues, D Rosa, F Cordeiro, R Carvalho, ...
Anais, 2023
2023
Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models
ES Rocha, SF Chevtchenko, LFS Cambuim, RM Macieira
2023 IEEE 19th International Conference on Intelligent Computer …, 2023
2023
Feira Brasileira de Ciências e Engenharia (1.: 2004: São Paulo).
IKF Lopes, AC Alves, I Leite, IKII Ficheman, A Camargo III
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Articles 1–19