Sérgio F. Chevtchenko

21 papers B 4Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2025 — conf
An End-to-End Approach for Child Reading Assessment in the Xhosa Language.
AIED (1)
Sérgio F. Chevtchenko, Nikhil Navas, Rafaella Vale, Franco Ubaudi, Sipumelele Lucwaba, Cally Ardington, Soheil Afshar, Mark Antoniou, Saeed Afshar
2025 J jnl
An End-to-End Approach for Child Reading Assessment in the Xhosa Language.
CoRR
Sérgio F. Chevtchenko, Nikhil Navas, Rafaella Vale, Franco Ubaudi, Sipumelele Lucwaba, Cally Ardington, Soheil Afshar, Mark Antoniou, Saeed Afshar
2025 J jnl
Drone-Based Sound Source Localization: A Systematic Literature Review.
IEEE Access
Sérgio F. Chevtchenko, Belman Jahir Rodríguez, Rafaella Vale, Abishek Soti, Yeshwanth Bethi, Naqib Ibnul, Alexandre Marcireau, Mostafa Rahimi Azghadi, Andrew Wabnitz, Saeed Afshar
2024 B conf
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations.
IJCNN
Sérgio F. Chevtchenko, Yeshwanth Bethi, Teresa Bernarda Ludermir, Saeed Afshar
2024 — conf
An Optimization Approach for Elementary School Handwritten Mathematical Expression Recognition.
AIED Companion (2)
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
2024 — conf
Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices.
AIED Companion (2)
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
2023 J jnl
A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries.
CoRR
Sérgio F. Chevtchenko, Élisson da Silva Rocha, Bruna V. Cruz, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo
2023 J jnl
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations.
CoRR
Sérgio F. Chevtchenko, Yeshwanth Bethi, Teresa Bernarda Ludermir, Saeed Afshar
2023 J jnl
Anomaly Detection in Industrial Machinery Using IoT Devices and Machine Learning: A Systematic Mapping.
IEEE Access
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
2023 J jnl
Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping.
CoRR
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
2023 B conf
Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models.
ICCP
Élisson da Silva Rocha, Sérgio F. Chevtchenko, Lucas F. S. Cambuim, Rafael M. Macieira
2023 J jnl
Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data.
CoRR
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
2023 — conf
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction.
SIBGRAPI
Daniel Carneiro Rosa, Filipe R. Cordeiro, Ruan Carvalho, Everton Souza, Sérgio F. Chevtchenko, Luiz Rodrigues, Marcelo Marinho, Thales Vieira, Valmir Macario
2023 J jnl
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction.
CoRR
Daniel Carneiro Rosa, Filipe R. Cordeiro, Ruan Carvalho, Everton Souza, Sérgio F. Chevtchenko, Luiz Rodrigues, Marcelo Marinho, Thales Vieira, Valmir Macario
2022 J jnl
Combining PPO and incremental conductance for MPPT under dynamic shading and temperature.
Appl. Soft Comput.
Sérgio F. Chevtchenko, Eduardo J. Barbosa, Marcelo Cabral Cavalcanti, Gustavo Medeiros de Souza Azevedo, Teresa Bernarda Ludermir
2021 J jnl
Combining STDP and binary networks for reinforcement learning from images and sparse rewards.
Neural Networks
Sérgio F. Chevtchenko, Teresa Bernarda Ludermir
2020 B conf
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network.
IJCNN
Sérgio F. Chevtchenko, Teresa Bernarda Ludermir
2018 J jnl
A convolutional neural network with feature fusion for real-time hand posture recognition.
Appl. Soft Comput.
Sérgio F. Chevtchenko, Rafaella F. Vale, Valmir Macario, Filipe R. Cordeiro
2018 — conf
Deep Learning for People Detection on Beach Images.
BRACIS
Sérgio F. Chevtchenko, Rafaella F. Vale, Filipe R. Cordeiro, Valmir Macario
2018 J jnl
Multi-objective optimization for hand posture recognition.
Expert Syst. Appl.
Sérgio F. Chevtchenko, Rafaella F. Vale, Valmir Macario
2017 B conf
Detecting People from Beach Images.
ICTAI
Ricardo Luna da Silva, Sérgio F. Chevtchenko, Allan Alves de Moura, Filipe Rolim Cordeiro, Valmir Macario