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Sérgio F. Chevtchenko
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2020 – today
- 2024
- [c8]Everton Souza
, Ermesson L. dos Santos
Handwritten Equation Detection in Disconnected, Low-Cost Mobile Devices. AIED Companion (2) 2024: 132-139 - [c7]Sérgio F. Chevtchenko
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
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
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
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
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
Recognizing Handwritten Mathematical Expressions of Vertical Addition and Subtraction. CoRR abs/2308.05820 (2023) - [i1]Sérgio F. Chevtchenko
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
Combining PPO and incremental conductance for MPPT under dynamic shading and temperature. Appl. Soft Comput. 131: 109748 (2022) - 2021
- [j3]Sérgio F. Chevtchenko
Combining STDP and binary networks for reinforcement learning from images and sparse rewards. Neural Networks 144: 496-506 (2021) - 2020
- [c3]Sérgio F. Chevtchenko
Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network. IJCNN 2020: 1-8
2010 – 2019
- 2018
- [j2]Sérgio F. Chevtchenko
A convolutional neural network with feature fusion for real-time hand posture recognition. Appl. Soft Comput. 73: 748-766 (2018) - [j1]Sérgio F. Chevtchenko
Multi-objective optimization for hand posture recognition. Expert Syst. Appl. 92: 170-181 (2018) - [c2]Sérgio F. Chevtchenko
Deep Learning for People Detection on Beach Images. BRACIS 2018: 218-223 - 2017
- [c1]Ricardo Luna da Silva, Sérgio F. Chevtchenko
Detecting People from Beach Images. ICTAI 2017: 636-643
Coauthor Index
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