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TITLE: Advancing Tiny Machine Learning Operations: Robust Model Updates in the Internet of Intelligent Vehicles  Full Text
AUTHORS: 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: 2025, SOURCE: IEEE MICRO, VOLUME: 45, ISSUE: 1
INDEXED IN: Scopus WOS CrossRef: 1 Unpaywall
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TITLE: TinyML for Safe Driving: The Use of Embedded Machine Learning for Detecting Driver Distraction
AUTHORS: Flores, Thommas; Silva, Marianne; Azevedo, Mariana; Medeiros, Thais; Medeiros, Morsinaldo; Silva, Ivanovitch; Dias Santos, Max Mauro; Costa, Daniel G. ;
PUBLISHED: 2023, SOURCE: 3rd IEEE International Workshop on Metrology for Automotive (IEEE MetroAutomotive) in 2023 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AUTOMOTIVE, METROAUTOMOTIVE
INDEXED IN: WOS CrossRef
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TITLE: A TinyML Soft-Sensor Approach for Low-Cost Detection and Monitoring of Vehicular Emissions  Full Text
AUTHORS: Andrade, Pedro; Silva, Ivanovitch; Silva, Marianne; Flores, Thommas; Cassiano, Jordao; Costa, Daniel G. ;
PUBLISHED: 2022, SOURCE: SENSORS, VOLUME: 22, ISSUE: 10
INDEXED IN: WOS CrossRef: 7
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TITLE: An Online Unsupervised Machine Learning Approach to Detect Driving Related Events
AUTHORS: Marianne Silva; Thommas Flores; Pedro Andrade; Jordao Silva; Ivanovitch Silva; Daniel G Costa ;
PUBLISHED: 2022, SOURCE: IECON Proceedings (Industrial Electronics Conference), VOLUME: 2022-October
INDEXED IN: Scopus CrossRef Unpaywall