A Voice-Assisted Approach for Vehicular Data Querying from Automotive IoT-Based Databases. - Matheus Andrade; Esther Wanderley; Mariana Azevedo; Thaís Medeiros; Marianne Silva; Ivanovitch Silva; Daniel G. Costa (SIoT, 2023)

Leveraging IoT and TinyML for Smart Battery Management in Electric Bicycles. - Thommas K. S. Flores; Matheus Andrade; Morsinaldo Medeiros; Miguel Amaral; Marianne Silva; Ivanovitch Silva (SIoT, 2023)

Optimizing Vehicle IoT Systems: SUMO-Digital Twin Performance Analysis. - Mariana Azevedo; Matheus Andrade; Morsinaldo Medeiros; Thaís Medeiros; Marianne Silva; Ivanovitch Silva; Emiliano Sisinni; Paolo Ferrari 001 (MetroInd4.0 & IoT, 2024)

TinyML Implementation and Optimization for Fuel Type Classification on OBD-II Edge Device. - Miguel Amaral; Morsinaldo Medeiros; Matheus Andrade; Thommas K. S. Flores; Marianne Silva; Ivanovitch Silva (SIoT, 2024)

Timing Challenges in Vehicular TinyML: Characterizing End-to-End Latency. - Hilton Machado; Matheus Andrade; Marianne Silva; Ivanovitch Silva; Dennis Brandão; Paolo Ferrari 001 (MetroInd4.0 & IoT, 2025)

Micro Frontend Architecture for Robotic Systems: a Systematic Approach With Design Rationale. - Uanderson Silva; Matheus Andrade; José Cruz; Andresa Silva; Augusto Sampaio 001; Kiev Gama (RoSE, 2025)