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Scopus Author ID: 57195922136

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Employment (1)

Western Sydney University: Richmond, AU

2024 to present | Postdoctoral Research Fellow (International Centre for Neuromorphic Systems)
Employment
Source: Self-asserted source
Sergio Chevtchenko

Education and qualifications (2)

UFPE: Recife, BR

2019 to 2023 | Doctorate in Computer Science (Centro de Informática (CIn))
Education
Source: Self-asserted source
Sergio Chevtchenko

Universidade Federal Rural de Pernambuco: Recife, PE, BR

2017 to 2018 | M.Sc.
Education
Source: Self-asserted source
Sergio Chevtchenko

Works (20)

A neuromorphic architecture for reinforcement learning from real-valued observations

2024 International Joint Conference on Neural Networks (IJCNN)
2024 | Conference paper
Contributors: Chevtchenko, Sérgio F; Bethi, Yeshwanth; Ludermir, Teresa B; Afshar, Saeed
Source: Self-asserted source
Sergio Chevtchenko

An Optimization Approach for Elementary School Handwritten Mathematical Expression Recognition

2024 | Book chapter
DOI: 10.1007/978-3-031-64312-5_28
Contributors: Sergio F. Chevtchenko; Ruan Carvalho; Luiz Rodrigues; Everton Souza; Daniel Rosa; Filipe Cordeiro; Cicero Pereira; Thales Vieira; Marcelo Marinho; Diego Dermeval et al.
Source: check_circle
Crossref

Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices

2024 | Book chapter
DOI: 10.1007/978-3-031-64312-5_16
Contributors: Everton Souza; Ermesson L. dos Santos; Luiz Rodrigues; Daniel Rosa; Filipe Cordeiro; Cicero Pereira; Sergio Chevtchenko; Ruan Carvalho; Thales Vieira; Marcelo Marinho et al.
Source: check_circle
Crossref

A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries

arXiv preprint arXiv:2307.05163
2023 | Journal article
Contributors: Chevtchenko, Sérgio F; Rocha, Elisson da Silva; Cruz, Bruna; de Andrade, Ermeson Carneiro; de Araújo, Danilo Ricardo Barbosa
Source: Self-asserted source
Sergio Chevtchenko

Algoritmos de reconhecimento de d́ıgitos para integração de equações manuscritas em sistemas tutores inteligentes

Anais
2023 | Journal article
Contributors: Chevtchenko, Sergio; Rodrigues, Luiz Antonio Lima; Rosa, Daniel; Cordeiro, Filipe; Carvalho, Ruan; Souza, Everton Hilo de; Vieira, Thales; Dermeval, Diego; Pinto, Ig Ibert Bittencourt Santana; Isotani, Seiji et al.
Source: Self-asserted source
Sergio Chevtchenko

Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3333242
EID:

2-s2.0-85177085516

Part of ISSN: 21693536
Contributors: Chevtchenko, S.F.; Rocha, E.D.S.; Santos, M.C.M.D.; Mota, R.L.; Vieira, D.M.; De Andrade, E.C.; De Araujo, D.R.B.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier
grade
Preferred source (of 2)‎

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 | Conference paper
DOI: 10.1109/ICCP60212.2023.10398722
EID:

2-s2.0-85185009035

Part of ISBN: 9798350370355
Contributors: Rocha, E.D.S.; Chevtchenko, S.F.; Cambuim, L.F.S.; Macieira, R.M.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier

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 | Conference paper
Contributors: Chevtchenko, Sergio F.; dos Santos, Monalisa C. M.; Vieira, Diego M.; Mota, Ricardo L.; Rocha, Elisson; Cruz, Bruna V.; Araújo, Danilo; Andrade, Ermeson
Source: Self-asserted source
Sergio Chevtchenko

Recognizing handwritten mathematical expressions of vertical addition and subtraction

2023 36th SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI)
2023 | Conference paper
Contributors: Rosa, Daniel; Cordeiro, Filipe R; Carvalho, Ruan; Souza, Everton; Chevtchenko, Sergio; Rodrigues, Luiz; Marinho, Marcelo; Vieira, Thales; Macario, Valmir
Source: Self-asserted source
Sergio Chevtchenko

Combining PPO and incremental conductance for MPPT under dynamic shading and temperature

Applied Soft Computing
2022 | Journal article
DOI: 10.1016/j.asoc.2022.109748
EID:

2-s2.0-85141400171

Part of ISSN: 15684946
Contributors: Chevtchenko, S.F.; Barbosa, E.J.; Cavalcanti, M.C.; Azevedo, G.M.S.; Ludermir, T.B.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier
grade
Preferred source (of 2)‎

Combining STDP and binary networks for reinforcement learning from images and sparse rewards

Neural Networks
2021 | Journal article
DOI: 10.1016/j.neunet.2021.09.010
EID:

2-s2.0-85116024202

Part of ISSN: 18792782 08936080
Contributors: Chevtchenko, S.F.; Ludermir, T.B.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier
grade
Preferred source (of 2)‎

Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network

Proceedings of the International Joint Conference on Neural Networks
2020 | Conference paper
DOI: 10.1109/IJCNN48605.2020.9206846
EID:

2-s2.0-85093835379

Part of ISBN: 9781728169262
Contributors: Chevtchenko, S.F.; Ludermir, T.B.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier

A convolutional neural network with feature fusion for real-time hand posture recognition

Applied Soft Computing Journal
2018 | Journal article
DOI: 10.1016/j.asoc.2018.09.010
EID:

2-s2.0-85054174708

Part of ISSN: 15684946
Contributors: Chevtchenko, S.F.; Vale, R.F.; Macario, V.; Cordeiro, F.R.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier
grade
Preferred source (of 2)‎

Deep learning for people detection on beach images

Proceedings - 2018 Brazilian Conference on Intelligent Systems, BRACIS 2018
2018 | Conference paper
DOI: 10.1109/BRACIS.2018.00045
EID:

2-s2.0-85060865137

Part of ISBN: 9781538680230
Contributors: Chevtchenko, S.; Vale, R.; Cordeiro, F.; MacArio, V.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier

Multi-objective optimization for hand posture recognition

Expert Systems with Applications
2018 | Journal article
DOI: 10.1016/j.eswa.2017.09.046
EID:

2-s2.0-85030093519

Part of ISSN: 09574174
Contributors: Chevtchenko, S.F.; Vale, R.F.; Macario, V.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier

A study of swimmers detection in beach images

rn
2017 | Journal article
Contributors: da Silva, Ricardo Luna; Chevtchenko, Sérgio; de Moura, Allan Alves; Macario, Valmir; Cordeiro, Filipe Rolim
Source: Self-asserted source
Sergio Chevtchenko

Detecting people from beach images

Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI
2017 | Conference paper
DOI: 10.1109/ICTAI.2017.00102
EID:

2-s2.0-85048516153

Part of ISBN: 9781538638767
Part of ISSN: 10823409
Contributors: Luna Da Silva, R.; Chevtchenko, S.; Alves De Moura, A.; Rolim Cordeiro, F.; Macario, V.
Source: Self-asserted source
Sergio Chevtchenko via Scopus - Elsevier

A comparison of RISC and CISC architectures

resource
2013 | Journal article
Contributors: Chevtchenko, SF; Vale, RF
Source: Self-asserted source
Sergio Chevtchenko

Mechanism of KCl enhancement in detection of nonionic polymers by nanopore sensors

Biophysical journal
2008 | Journal article
Contributors: Rodrigues, Claudio G; Machado, Dijanah C; Chevtchenko, Sérgio F; Krasilnikov, Oleg V
Source: Self-asserted source
Sergio Chevtchenko

Feira Brasileira de Cîencias e Engenharia (1.: 2004: São Paulo).

Journal article
Contributors: Lopes, Irene Karaguilla Ficheman; Alves, Alexandra Camargo; Leite, Ivo; Ficheman, Irene Karaguilla II; Camargo III, Alexandra
Source: Self-asserted source
Sergio Chevtchenko

Peer review (7 reviews for 4 publications/grants)

Review activity for Applied intelligence. (2)
Review activity for Multimedia systems. (1)
Review activity for Neural networks. (1)
Review activity for Sensing and imaging. (3)
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