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Sérgio F. Chevtchenko

Observed names: CHEVTCHENKO, Sergio Fernandovitch, Chevtchenko, Sergio, Chevtchenko, Sergio F., Chevtchenko, Sérgio F, Chevtchenko, Sérgio F., Sergio Chevtchenko, Sergio F. Chevtchenko, SÉRGIO CHEVTCHENKO, Sérgio Chevtchenko
ORCID: 0000-0001-8283-5578
Observed ORCID: 0000-0001-8283-5578
OpenAlex ID: A5010179490
A convolutional neural network with feature fusion for real-time hand posture recognition
2018 · Sérgio F. Chevtchenko, Rafaella F. Vale, et al. · Applied Soft Computing · 112
Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping
2023 · Sérgio F. Chevtchenko, Elisson Da Silva Rocha, et al. · IEEE Access · 97
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Mechanism of KCl Enhancement in Detection of Nonionic Polymers by Nanopore Sensors
2008 · Claudio G. Rodrigues, Dijanah C. Machado, et al. · Biophysical Journal · 82
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Multi-objective optimization for hand posture recognition
2017 · Sérgio F. Chevtchenko, Rafaella F. Vale, et al. · Expert Systems with Applications · 49
Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data
2023 · Sergio F. Chevtchenko, Monalisa. C. M. dos Santos, et al. · European Safety and Reliability Conference (ESREL) · 33
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Combining PPO and incremental conductance for MPPT under dynamic shading and temperature
2022 · Sérgio F. Chevtchenko, Eduardo J. Barbosa, et al. · Applied Soft Computing · 23
Drone-Based Sound Source Localization: A Systematic Literature Review
2025 · Sérgio F. Chevtchenko, Belman Jahir Rodríguez, et al. · IEEE Access · 14
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction
2023 · Daniel Rosa, Filipe R. Cordeiro, et al. · SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI) · 11
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Combining STDP and binary networks for reinforcement learning from images and sparse rewards
2021 · Sérgio F. Chevtchenko, Teresa B. Ludermir · Neural Networks · 11
Detecting People from Beach Images
2017 · Ricardo Luna da Silva, Sergio Chevtchenko, et al. · IEEE International Conference on Tools with Artificial Intelligence (ICTAI) · 7
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network
2020 · Sergio F. Chevtchenko, Teresa B. Ludermir · International Joint Conference on Neural Networks (IJCNN) · 6
Deep Learning for People Detection on Beach Images
2018 · Sergio Chevtchenko, Rafaella Vale, et al. · Brazilian Conference on Intelligent Systems · 6
Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models
2023 · Elisson Da Silva Rocha, Sergio F. Chevtchenko, et al. · IEEE International Conference on Intelligent Computer Communication and Processing (ICCP) · 5
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations
2024 · Sérgio F. Chevtchenko, Yeshwanth Bethi, et al. · International Joint Conference on Neural Networks (IJCNN) · 4
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Algoritmos de Reconhecimento de Dígitos para Integração de Equações Manuscritas em Sistemas Tutores Inteligentes
2023 · Sergio Chevtchenko, Luiz Rodrigues, et al. · Anais do ... Simpósio Brasileiro de Informática na Educação/Anais do Simpósio Brasileiro de Informática na Educação · 4
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A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries
2023 · Chevtchenko, Sérgio F, Rocha, Elisson da Silva, et al. · arXiv (Cornell University) · 4
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An Optimization Approach for Elementary School Handwritten Mathematical Expression Recognition
2024 · Sergio F. Chevtchenko, Ruan Carvalho, et al. · Communications in computer and information science · 2
BranchShine: Compact Raw-Audio-to-IPA Transcription with a RoPE E-Branchformer Encoder
2026 · Navas, Nikhil, Chevtchenko, Sergio, et al. · arXiv (Cornell University) · 1
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Evaluating Machine Learning Algorithms for Anomaly Detection in Industrial Engines on Edge Devices
2025 · Lucas Araújo, Sérgio Chevtchenko, et al. · Simpósio em Sistemas Computacionais de Alto Desempenho (SSCAD) · 1
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Acoustic Imaging for UAV Detection: Dense Beamformed Energy Maps and U-Net SELD
2025 · Rodriguez, Belman Jahir, Chevtchenko, Sergio F., et al. · arXiv (Cornell University) · 1
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Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices
2024 · Everton Souza, Ermesson L. dos Santos, et al. · Communications in computer and information science · 1
Acoustic Anomaly Detection for Early Identification of Drill Jamming
2026 · Silva, Maria Beatriz, de Araújo, Lucas Edson Silva, et al. · arXiv (Cornell University)
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BranchShine-CR: Compact Multilingual IPA Transcription with Self-Conditioned CTC and Consistency Regularization
2026 · Navas, Nikhil, Chevtchenko, Sergio, et al. · arXiv (Cornell University)
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EvoPlaSNN: Evolving Reward-modulated ANN-based Plasticity Rule for Spiking Neural Networks
2026 · Napat Sahapat, Sérgio F. Chevtchenko, et al. · Genetic and Evolutionary Computation Conference Companion (GECCO Companion)
Supervised Prediction of Remaining Useful Life of Drills from Acoustic Signals
2026 · Raphael Barbosa, Sergio Chevtchenko, et al. · Anais do Workshop de Testes e Tolerância a Falhas (WTF)
Works count: 34
Citation count: 475
H-index: 9
I10-index: 9
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