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Sérgio F. Chevtchenko
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2020 – today
- 2025
[j6]Sérgio F. Chevtchenko
, Belman Jahir Rodríguez
, Rafaella Vale
, Abishek Soti, Yeshwanth Bethi
, Naqib Ibnul
, Alexandre Marcireau, Mostafa Rahimi Azghadi
, Andrew Wabnitz, Saeed Afshar
:
Drone-Based Sound Source Localization: A Systematic Literature Review. IEEE Access 13: 94256-94274 (2025)
[c9]Sérgio F. Chevtchenko, Nikhil Navas, Rafaella Vale, Franco Ubaudi, Sipumelele Lucwaba, Cally Ardington, Soheil Afshar, Mark Antoniou, Saeed Afshar:
An End-to-End Approach for Child Reading Assessment in the Xhosa Language. AIED (1) 2025: 106-119
[i6]Sérgio F. Chevtchenko, Nikhil Navas, Rafaella Vale, Franco Ubaudi, Sipumelele Lucwaba, Cally Ardington, Soheil Afshar, Mark Antoniou, Saeed Afshar:
An End-to-End Approach for Child Reading Assessment in the Xhosa Language. CoRR abs/2505.17371 (2025)- 2024
[c8]Everton Souza
, Ermesson L. dos Santos
, Luiz A. L. Rodrigues
, Daniel Carneiro Rosa
, Filipe R. Cordeiro
, Cicero Pereira
, Sérgio F. Chevtchenko
, Ruan Carvalho
, Thales Vieira
, Marcelo Marinho
, Diego Dermeval
, Ig Ibert Bittencourt
, Seiji Isotani
, Valmir Macario
:
Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices. AIED Companion (2) 2024: 132-139
[c7]Sérgio F. Chevtchenko
, Ruan Carvalho
, Luiz A. L. Rodrigues
, Everton Souza
, Daniel Carneiro Rosa
, Filipe R. Cordeiro
, Cicero Pereira
, Thales Vieira
, Marcelo Marinho
, Diego Dermeval
, Ig Ibert Bittencourt
, Seiji Isotani
, Valmir Macario
:
An Optimization Approach for Elementary School Handwritten Mathematical Expression Recognition. AIED Companion (2) 2024: 234-241
[c6]Sérgio F. Chevtchenko, Yeshwanth Bethi, Teresa Bernarda Ludermir, Saeed Afshar:
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations. IJCNN 2024: 1-10- 2023
[j5]Sérgio F. Chevtchenko
, Élisson da Silva Rocha, Monalisa Cristina Moura dos Santos, Ricardo Lins Mota, Diego Moura Vieira, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo:
Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping. IEEE Access 11: 128288-128305 (2023)
[c5]Élisson da Silva Rocha, Sérgio F. Chevtchenko
, Lucas F. S. Cambuim, Rafael M. Macieira
:
Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models. ICCP 2023: 155-162
[c4]Daniel Carneiro Rosa, Filipe R. Cordeiro, Ruan Carvalho, Everton Souza, Sérgio F. Chevtchenko, Luiz Rodrigues, Marcelo Marinho, Thales Vieira, Valmir Macario:
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction. SIBGRAPI 2023: 73-78
[i5]Sérgio F. Chevtchenko
, Yeshwanth Bethi
, Teresa Bernarda Ludermir, Saeed Afshar:
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations. CoRR abs/2307.02947 (2023)
[i4]Sérgio F. Chevtchenko, Élisson da Silva Rocha, Bruna V. Cruz, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo:
A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries. CoRR abs/2307.05163 (2023)
[i3]Sérgio F. Chevtchenko
, Élisson da Silva Rocha, Monalisa Cristina Moura dos Santos, Ricardo Lins Mota, Diego Moura Vieira, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo:
Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping. CoRR abs/2307.15807 (2023)
[i2]Daniel Carneiro Rosa, Filipe R. Cordeiro, Ruan Carvalho, Everton Souza, Sérgio F. Chevtchenko
, Luiz Rodrigues, Marcelo Marinho, Thales Vieira, Valmir Macario:
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction. CoRR abs/2308.05820 (2023)
[i1]Sérgio F. Chevtchenko
, Monalisa Cristina Moura dos Santos, Diego Moura Vieira, Ricardo Lins Mota, Élisson Rocha, Bruna V. Cruz, Danilo Araújo, Ermeson Carneiro de Andrade:
Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data. CoRR abs/2310.14949 (2023)- 2022
[j4]Sérgio F. Chevtchenko
, Eduardo J. Barbosa
, Marcelo Cabral Cavalcanti
, Gustavo Medeiros de Souza Azevedo, Teresa Bernarda Ludermir:
Combining PPO and incremental conductance for MPPT under dynamic shading and temperature. Appl. Soft Comput. 131: 109748 (2022)- 2021
[j3]Sérgio F. Chevtchenko
, Teresa Bernarda Ludermir
:
Combining STDP and binary networks for reinforcement learning from images and sparse rewards. Neural Networks 144: 496-506 (2021)- 2020
[c3]Sérgio F. Chevtchenko
, Teresa Bernarda Ludermir:
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network. IJCNN 2020: 1-8
2010 – 2019
- 2018
[j2]Sérgio F. Chevtchenko
, Rafaella F. Vale
, Valmir Macario, Filipe R. Cordeiro
:
A convolutional neural network with feature fusion for real-time hand posture recognition. Appl. Soft Comput. 73: 748-766 (2018)
[j1]Sérgio F. Chevtchenko
, Rafaella F. Vale
, Valmir Macario:
Multi-objective optimization for hand posture recognition. Expert Syst. Appl. 92: 170-181 (2018)
[c2]Sérgio F. Chevtchenko
, Rafaella F. Vale
, Filipe R. Cordeiro
, Valmir Macario:
Deep Learning for People Detection on Beach Images. BRACIS 2018: 218-223- 2017
[c1]Ricardo Luna da Silva, Sérgio F. Chevtchenko
, Allan Alves de Moura, Filipe Rolim Cordeiro
, Valmir Macario:
Detecting People from Beach Images. ICTAI 2017: 636-643
Coauthor Index

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