Advancing TinyMLOps: Robust Model Updates in the Internet of Intelligent Vehicles
Flores, Thommas K. S., Silva, Ivanovitch, Azevedo, Mariana B., de Medeiros, Thais de A., Medeiros, Morsinaldo de A., Costa, Daniel G., Ferrari, Paolo, Sisinni, Emiliano
Published in IEEE MICRO (2024)
Published in IEEE MICRO (2024)
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Journal Article
State of Charge Estimation of Battery Based on Neural Networks and Adaptive Strategies with Correntropy
Navega Vieira, Rômulo, Mauricio Villanueva, Juan Moises, Sales Flores, Thommas Kevin, Tavares de Macêdo, Euler Cássio
Published in Sensors (Basel, Switzerland) (04.02.2022)
Published in Sensors (Basel, Switzerland) (04.02.2022)
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Journal Article
Development of a Soft Sensor for Flow Estimation in Water Supply Systems Using Artificial Neural Networks
Lima, Robson Pacífico Guimarães, Mauricio Villanueva, Juan Moises, Gomes, Heber Pimentel, Flores, Thommas Kevin Sales
Published in Sensors (Basel, Switzerland) (18.04.2022)
Published in Sensors (Basel, Switzerland) (18.04.2022)
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Journal Article
Fuzzy Pressure Control System in Water Supply Networks with Series-Parallel Pumps
Flores, Thommas K.S., Villanueva, Juan M.M., Catunda, Sebastian Y.C., Gomes, Heber P.
Published in 2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (01.05.2019)
Published in 2019 IEEE International Instrumentation and Measurement Technology Conference (I2MTC) (01.05.2019)
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Conference Proceeding
A Multi-Layered Methodology for Driver Behavior Analysis Using TinyML and Edge Computing
Medeiros, Morsinaldo, Flores, Thommas, Silva, Marianne, Silva, Ivanovitch
Published in 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) (23.05.2024)
Published in 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) (23.05.2024)
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Conference Proceeding
An Online Unsupervised Machine Learning Approach to Detect Driving Related Events
Silva, Marianne, Flores, Thommas, Andrade, Pedro, Silva, Jordao, Silva, Ivanovitch, Costa, Daniel G.
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
Published in IECON 2022 – 48th Annual Conference of the IEEE Industrial Electronics Society (17.10.2022)
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Conference Proceeding
Can adaptive strategies sustain bidirectional LoRaWAN traffic?
Sisinni, Emiliano, Depari, Alessandro, Bellagente, Paolo, Flammini, Alessandra, Silva, Ivanovitvh, Flores, Thommas, Ferrari, Paolo
Published in 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT) (06.06.2023)
Published in 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT) (06.06.2023)
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Conference Proceeding
A TinyML Soft-Sensor for the Internet of Intelligent Vehicles
Flores, Thommas, Silva, Marianne, Andrade, Pedro, Silva, Jordao, Silva, Ivanovitch, Sisinni, Emiliano, Ferrari, Paolo, Rinaldi, Stefano
Published in 2022 IEEE International Workshop on Metrology for Automotive (MetroAutomotive) (04.07.2022)
Published in 2022 IEEE International Workshop on Metrology for Automotive (MetroAutomotive) (04.07.2022)
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Conference Proceeding
A data-stream TinyML compression algorithm for vehicular applications: a case study
Silva, Marianne, Signoretti, Gabriel, Flores, Thommas, Andrade, Pedro, Silva, Jordao, Silva, Ivanovitch, Sisinni, Emiliano, Ferrari, Paolo
Published in 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT) (07.06.2022)
Published in 2022 IEEE International Workshop on Metrology for Industry 4.0 & IoT (MetroInd4.0&IoT) (07.06.2022)
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Conference Proceeding
TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction
Flores, Thommas, Silva, Marianne, Azevedo, Mariana, Medeiros, Thais, Medeiros, Morsinaldo, Silva, Ivanovitch, Dias Santos, Max Mauro, Costa, Daniel G.
Published in 2023 IEEE International Workshop on Metrology for Automotive (MetroAutomotive) (28.06.2023)
Published in 2023 IEEE International Workshop on Metrology for Automotive (MetroAutomotive) (28.06.2023)
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Conference Proceeding