Sérgio F. Chevtchenko

WaterNSW — Australia

Engineering · Physical Sciences

7h-index345citations23works1.32yr avg
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Research Topics

Advanced Memory and Neural Computing(4), Advanced Neural Network Applications(3), Neural dynamics and brain function(3), Handwritten Text Recognition Techniques(3), Hand Gesture Recognition Systems(3)

Publications23 total

Evaluating Machine Learning Algorithms for Anomaly Detection in Industrial Engines on Edge Devices
2025Open Access
Beamformed 360° Sound Maps: U-Net-Driven Acoustic Source Segmentation and Localization
arXiv (Cornell University)·2025Open Access
An End-to-End Approach for Child Reading Assessment in the Xhosa Language
Lecture notes in computer science·2025
Drone-Based Sound Source Localization: A Systematic Literature Review
IEEE Access·2025· 4 citedOpen Access
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations
2024· 2 cited
Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices
Communications in computer and information science·2024· 1 cited
An Optimization Approach for Elementary School Handwritten Mathematical Expression Recognition
Communications in computer and information science·2024· 2 cited
Algoritmos de Reconhecimento de Dígitos para Integração de Equações Manuscritas em Sistemas Tutores Inteligentes
2023· 3 citedOpen Access
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction
2023· 7 cited
Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models
2023· 1 cited
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction
arXiv (Cornell University)·2023Open Access
Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping
arXiv (Cornell University)·2023Open Access
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations
arXiv (Cornell University)·2023· 1 citedOpen Access
Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping
IEEE Access·2023· 39 citedOpen Access
Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data
2023· 11 citedOpen Access
Combining PPO and incremental conductance for MPPT under dynamic shading and temperature
Applied Soft Computing·2022· 15 cited
Combining STDP and binary networks for reinforcement learning from images and sparse rewards
Neural Networks·2021· 11 cited
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network
2020· 4 cited
Deep Learning for People Detection on Beach Images
2018· 6 cited
A convolutional neural network with feature fusion for real-time hand posture recognition
Applied Soft Computing·2018· 109 cited
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Frequent Co-authors

Filipe R. Cordeiro(8), Valmir Macario(7), Rafaella Vale(5), Teresa B. Ludermir(5), Ruan Carvalho(5), Marcelo Marinho(5), Thales Vieira(5), Saeed Afshar(5), Élisson da Silva Rocha(4), Ermeson Andrade(4), Monalisa Cristina Moura Dos Santos(3), Ricardo Lins Mota(3), Diego Moura Vieira(3), Danilo Araújo(3), Daniel De la Rosa Ruiz(3), Everton Souza(3), Luiz Rodrigues(3), Yeshwanth Bethi(3), Diego Dermeval(3), Ig Ibert Bittencourt(3)