Search Results - Chevtchenko, Sergio F

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  1. 1
    Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping

    Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping by Chevtchenko, Sergio F., Rocha, Elisson da Silva, Santos, Monalisa Cristina Moura Dos, Mota, Ricardo Lins, Vieira, Diego Moura, De Andrade, Ermeson Carneiro, De Araujo, Danilo Ricardo Barbosa

    Published in IEEE access
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  2. 2
    A convolutional neural network with feature fusion for real-time hand posture recognition

    A convolutional neural network with feature fusion for real-time hand posture recognition by Chevtchenko, Sérgio F., Vale, Rafaella F., Macario, Valmir, Cordeiro, Filipe R.

    Published in Applied soft computing
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  3. 3
    Combining STDP and binary networks for reinforcement learning from images and sparse rewards

    Combining STDP and binary networks for reinforcement learning from images and sparse rewards by Chevtchenko, Sérgio F., Ludermir, Teresa B.

    Published in Neural networks
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  4. 4
    Multi-objective optimization for hand posture recognition

    Multi-objective optimization for hand posture recognition by Chevtchenko, Sérgio F., Vale, Rafaella F., Macario, Valmir

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  5. 5
    Combining PPO and incremental conductance for MPPT under dynamic shading and temperature

    Combining PPO and incremental conductance for MPPT under dynamic shading and temperature by Chevtchenko, Sérgio F., Barbosa, Eduardo J., Cavalcanti, Marcelo C., Azevedo, Gustavo M.S., Ludermir, Teresa B.

    Published in Applied soft computing
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  6. 6
    Mechanism of KCl Enhancement in Detection of Nonionic Polymers by Nanopore Sensors

    Mechanism of KCl Enhancement in Detection of Nonionic Polymers by Nanopore Sensors by Rodrigues, Claudio G., Machado, Dijanah C., Chevtchenko, Sérgio F., Krasilnikov, Oleg V.

    Published in Biophysical journal
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  7. 7
    Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network

    Learning from Sparse and Delayed Rewards with a Multilayer Spiking Neural Network by Chevtchenko, Sergio F., Ludermir, Teresa B.

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  8. 8
    A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations

    A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations by Chevtchenko, Sergio F., Bethi, Yeshwanth, Ludermir, Teresa B., Afshar, Saeed

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  9. 9
    Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data

    Predictive Maintenance Model Based on Anomaly Detection in Induction Motors: A Machine Learning Approach Using Real-Time IoT Data by Chevtchenko, Sergio F, Monalisa C M dos Santos, Vieira, Diego M, Mota, Ricardo L, Rocha, Elisson, Cruz, Bruna V, Araújo, Danilo, Andrade, Ermeson

    Published in arXiv.org
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  10. 10
    A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations

    A Neuromorphic Architecture for Reinforcement Learning from Real-Valued Observations by Chevtchenko, Sergio F, Bethi, Yeshwanth, Ludermir, Teresa B, Afshar, Saeed

    Published in arXiv.org
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  11. 11
    Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping

    Anomaly Detection in Industrial Machinery using IoT Devices and Machine Learning: a Systematic Mapping by Chevtchenko, Sérgio F, Elisson da Silva Rocha, Monalisa Cristina Moura Dos Santos, Ricardo Lins Mota, Diego Moura Vieira, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo

    Published in arXiv.org
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  12. 12
    A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries

    A Mapping Study of Machine Learning Methods for Remaining Useful Life Estimation of Lead-Acid Batteries by Chevtchenko, Sérgio F, Elisson da Silva Rocha, Cruz, Bruna, Ermeson Carneiro de Andrade, Danilo Ricardo Barbosa de Araújo

    Published in arXiv.org
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