Sérgio F. Chevtchenko

According to our database, Sérgio F. Chevtchenko authored at least 15 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations.

Sérgio F. Chevtchenko, Yeshwanth Bethi, Teresa Bernarda Ludermir, Saeed Afshar

Proceedings of the International Joint Conference on Neural Networks, 2024

Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices.

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

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

An Optimization Approach for Elementary School Handwritten Mathematical Expression Recognition.

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

Proceedings of the Artificial Intelligence in Education. Posters and Late Breaking Results, Workshops and Tutorials, Industry and Innovation Tracks, Practitioners, Doctoral Consortium and Blue Sky, 2024

2023

Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data.

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

CoRR, 2023

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

Sérgio F. Chevtchenko, Élisson da Silva Rocha, Bruna V. Cruz, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo

CoRR, 2023

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

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

IEEE Access, 2023

Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction.

Daniel Carneiro Rosa, Filipe R. Cordeiro, Ruan Carvalho, Everton Souza, Sérgio F. Chevtchenko, Luiz Rodrigues, Marcelo Marinho, Thales Vieira, Valmir Macario

Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Optimized Pallet Localization Using RGB-D Camera and Deep Learning Models.

Élisson da Silva Rocha, Sérgio F. Chevtchenko, Lucas F. S. Cambuim, Rafael M. Macieira

Proceedings of the 19th IEEE International Conference on Intelligent Computer Communication and Processing, 2023

2022

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

Sérgio F. Chevtchenko, Eduardo J. Barbosa, Marcelo Cabral Cavalcanti, Gustavo Medeiros de Souza Azevedo, Teresa Bernarda Ludermir

Appl. Soft Comput., 2022

2021

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

Sérgio F. Chevtchenko, Teresa Bernarda Ludermir

Neural Networks, 2021

2020

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

Sérgio F. Chevtchenko, Teresa Bernarda Ludermir

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2018

Multi-objective optimization for hand posture recognition.

Sérgio F. Chevtchenko, Rafaella F. Vale, Valmir Macario

Expert Syst. Appl., 2018

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

Sérgio F. Chevtchenko, Rafaella F. Vale, Valmir Macario, Filipe R. Cordeiro

Appl. Soft Comput., 2018

Deep Learning for People Detection on Beach Images.

Sérgio F. Chevtchenko, Rafaella F. Vale, Filipe R. Cordeiro, Valmir Macario

Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017

Detecting People from Beach Images.

Ricardo Luna da Silva, Sérgio F. Chevtchenko, Allan Alves de Moura, Filipe Rolim Cordeiro, Valmir Macario

Proceedings of the 29th IEEE International Conference on Tools with Artificial Intelligence, 2017