Sergio Chevtchenko

Employment

• Western Sydney University Postdoctoral Research Fellow
  2024 - Present

Education

• UFPE Doctorate in Computer Science
  2019 - 2023
• Universidade Federal Rural de Pernambuco M.Sc.
  2017 - 2018

Projects & Funding

Projects & funding information is unavailable.

Publications (23)

• EvoPlaSNN: Evolving Reward-modulated ANN-based Plasticity Rule for Spiking Neural Networks
  2026 DOI: 10.1145/3795101.3805324
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• Drone-Based Sound Source Localization: A Systematic Literature Review
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3572478
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• EGRA-Xhosa-14.9k: Annotated Child Reading Audio Dataset
  2025 DOI: 10.26183/93X0-QY45
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• A neuromorphic architecture for reinforcement learning from real-valued observations
  2024 International Joint Conference on Neural Networks (IJCNN) 2024
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• An Optimization Approach for Elementary School Handwritten Mathematical Expression Recognition
  Sérgio F. Chevtchenko, Ruan Carvalho, Luiz Rodrigues +10 more
  2024 DOI: 10.1007/978-3-031-64312-5_28
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• Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices
  Everton Souza, Edimara da Silva Santos, Luiz Rodrigues +11 more
  2024 DOI: 10.1007/978-3-031-64312-5_16
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• A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries
  arXiv preprint arXiv:2307.05163 2023
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• Algoritmos de reconhecimento de d́ıgitos para integração de equações manuscritas em sistemas tutores inteligentes
  Anais 2023
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• Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping
  IEEE Access 2023 DOI: 10.1109/ACCESS.2023.3333242
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• Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models
  Proceedings - 2023 IEEE 19th International Conference on Intelligent Computer Communication and Processing Conference, ICCP 2023 2023 DOI: 10.1109/ICCP60212.2023.10398722
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• Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data
  The 33rd European Safety and Reliability Conference (ESREL 2023) 2023
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• Recognizing handwritten mathematical expressions of vertical addition and subtraction
  2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) 2023
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• Combining PPO and incremental conductance for MPPT under dynamic shading and temperature
  Applied Soft Computing 2022 DOI: 10.1016/j.asoc.2022.109748
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• Combining STDP and binary networks for reinforcement learning from images and sparse rewards
  Neural Networks 2021 DOI: 10.1016/j.neunet.2021.09.010
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• Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network
  Proceedings of the International Joint Conference on Neural Networks 2020 DOI: 10.1109/IJCNN48605.2020.9206846
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• A convolutional neural network with feature fusion for real-time hand posture recognition
  Sérgio F. Chevtchenko, Rafaella F. Vale, Valmir Macario +1 more
  Applied Soft Computing Journal 2018 DOI: 10.1016/j.asoc.2018.09.010
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• Deep learning for people detection on beach images
  Sérgio F. Chevtchenko, Rafaella F. Vale, Filipe Rolim Cordeiro +1 more
  Proceedings - 2018 Brazilian Conference on Intelligent Systems, BRACIS 2018 2018 DOI: 10.1109/BRACIS.2018.00045
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• Multi-objective optimization for hand posture recognition
  Expert Systems with Applications 2018 DOI: 10.1016/j.eswa.2017.09.046
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• A study of swimmers detection in beach images
  rn 2017
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• Detecting people from beach images
  Ricardo Luna da Silva, Sérgio F. Chevtchenko, Allan Alves de Moura +2 more
  Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI 2017 DOI: 10.1109/ICTAI.2017.00102
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