Sérgio F. Chevtchenko

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Convolutional Neural Network

Anomaly Detection

Reinforcement Learning

Hand Posture Recognition

Top Venues

AIED Companion (2)

Appl. Soft Comput.

Publications

Sérgio F. Chevtchenko, Ruan Carvalho, Luiz 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)
Everton Souza, Ermesson L. dos Santos, Luiz 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)
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)
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)
Sérgio F. Chevtchenko, Elisson da Silva Rocha, Bruna 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 (2023)
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 (2023)
Sérgio F. Chevtchenko, Yeshwanth Bethi, Teresa Bernarda Ludermir, Saeed Afshar
A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations. CoRR (2023)
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 (2023)
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 (2023)
Sérgio F. Chevtchenko, Elisson 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 (2023)
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 (2022)
Sérgio F. Chevtchenko, Teresa Bernarda Ludermir
Combining STDP and binary networks for reinforcement learning from images and sparse rewards. Neural Networks 144 (2021)
Sérgio F. Chevtchenko, Teresa Bernarda Ludermir
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network. IJCNN (2020)
Sérgio F. Chevtchenko, Rafaella F. Vale, Filipe R. Cordeiro, Valmir Macario
Deep Learning for People Detection on Beach Images. BRACIS (2018)
Sérgio F. Chevtchenko, Rafaella F. Vale, Valmir Macario
Multi-objective optimization for hand posture recognition. Expert Syst. Appl. 92 (2018)
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 (2018)
Ricardo Luna da Silva, Sérgio F. Chevtchenko, Allan Alves de Moura, Filipe Rolim Cordeiro, Valmir Macario
Detecting People from Beach Images. ICTAI (2017)