An Online Unsupervised Machine Learning Approach to Detect Driving Related Events. - Marianne Silva; Thommas K. S. Flores; Pedro Andrade; Jordão Silva; Ivanovitch Silva; Daniel G. Costa (IECON, 2022)

A TinyML Soft-Sensor for the Internet of Intelligent Vehicles. - Thommas K. S. Flores; Marianne Silva; Pedro Andrade; Jordão Silva; Ivanovitch Silva; Emiliano Sisinni; Paolo Ferrari; Stefano Rinaldi (MetroAutomotive, 2022)

A data-stream TinyML compression algorithm for vehicular applications: a case study. - Marianne Silva; Gabriel Signoretti; Thommas K. S. Flores; Pedro Andrade; Jordão Silva; Ivanovitch Silva; Emiliano Sisinni; Paolo Ferrari (MetroInd4.0& IoT, 2022)

TinyML-Based Pothole Detection: A Comparative Analysis of YOLO and FOMO Model Performance. - Jordão da Silva; Thommas K. S. Flores; Silvan Júnior; Ivanovitch Silva (LA-CCI, 2023)