| Vehicle classification from low-frequency GPS data with recurrent neural networks M Simoncini, L Taccari, F Sambo, L Bravi, S Salti, A Lori Transportation Research Part C: Emerging Technologies 91, 176-191, 2018 | 72 | 2018 |
| Classification of crash and near-crash events from dashcam videos and telematics L Taccari, F Sambo, L Bravi, S Salti, L Sarti, M Simoncini, A Lori 2018 21st International Conference on intelligent transportation systems …, 2018 | 51 | 2018 |
| Stop purpose classification from GPS data of commercial vehicle fleets L Sarti, L Bravi, F Sambo, L Taccari, M Simoncini, S Salti, A Lori 2017 IEEE international conference on data mining workshops (ICDMW), 280-287, 2017 | 21 | 2017 |
| Unsafe maneuver classification from dashcam video and GPS/IMU sensors using spatio-temporal attention selector M Simoncini, DC de Andrade, L Taccari, S Salti, L Kubin, F Schoen, ... IEEE Transactions on Intelligent Transportation Systems 23 (9), 15605-15615, 2022 | 11 | 2022 |
| Integration of GPS and satellite images for detection and classification of fleet hotspots F Sambo, S Salti, L Bravi, M Simoncini, L Taccari, A Lori 2017 IEEE 20th International Conference on Intelligent Transportation …, 2017 | 10 | 2017 |
| Vehicle classification from low frequency GPS data M Simoncini, F Sambo, L Taccari, L Bravi, S Salti, A Lori 2016 IEEE 16th International Conference on Data Mining Workshops (ICDMW …, 2016 | 10 | 2016 |
| System and method for determining a vehicle classification from GPS tracks S Salti, F Sambo, L Taccari, L Bravi, M Simoncini, L Alessandro US Patent 11,210,939, 2021 | 9 | 2021 |
| Maintenance and emergency management with an integrated indoor/outdoor navigation support P Bellini, P Nesi, M Simoncini, A Tibo Journal of Visual Languages & Computing 25 (6), 637-649, 2014 | 9 | 2014 |
| Detection of stop sign violations from dashcam data L Bravi, L Kubin, S Caprasecca, DC de Andrade, M Simoncini, L Taccari, ... IEEE transactions on intelligent transportation systems 23 (6), 5411-5420, 2021 | 8 | 2021 |
| Light footprint driving behaviour classification A Pjetri, M Simoncini, F Sambo, A Lori, F Schoen 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 1186-1191, 2019 | 8 | 2019 |
| Identifying wrong-way travel events F Sambo, L Bravi, S Salti, L Taccari, M Simoncini, L Alessandro, L Sarti, ... US Patent 10,417,909, 2019 | 8 | 2019 |
| Deep crash detection from vehicular sensor data with multimodal self-supervision L Kubin, T Bianconcini, DC de Andrade, M Simoncini, L Taccari, F Sambo IEEE Transactions on Intelligent Transportation Systems 23 (8), 12480-12489, 2021 | 7 | 2021 |
| Systems and methods for detecting and classifying an unsafe maneuver of a vehicle M Simoncini, DC De Andrade, S Salti, L Taccari, F SCHOEN, F SAMBO, ... US Patent 11,440,555, 2022 | 5 | 2022 |
| Systems and methods for utilizing machine learning and feature selection to classify driving behavior M Simoncini, A Pjetri, F Sambo, L Alessandro, F Schoen US Patent 10,990,837, 2021 | 5 | 2021 |
| A lightweight deep learning model for vehicle viewpoint estimation from dashcam images S Magistri, F Sambo, F Schoen, DC de Andrade, M Simoncini, ... 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 5 | 2020 |
| Lightweight and effective convolutional neural networks for vehicle viewpoint estimation from monocular images S Magistri, M Boschi, F Sambo, DC de Andrade, M Simoncini, L Kubin, ... IEEE Transactions on Intelligent Transportation Systems 24 (1), 191-200, 2022 | 4 | 2022 |
| Scheduling and management of deliveries via a virtual agent V Arena, F Sambo, L Sarti, M Simoncini, N Tommasi US Patent 10,866,591, 2020 | 4 | 2020 |
| Two-stream neural architecture for unsafe maneuvers classification from dashcam videos and GPS/IMU sensors M Simoncini, DC de Andrade, S Salti, L Taccari, F Schoen, F Sambo 2020 IEEE 23rd International Conference on Intelligent Transportation …, 2020 | 4 | 2020 |
| Objective generation of a point of interest score based on quantities of user stops L Bravi, S Caprasecca, M Simoncini, L Sarti US Patent 10,921,151, 2021 | 3 | 2021 |
| System for automatic stop sign violation identification L Bravi, L Kubin, L Taccari, F Sambo, M Simoncini, DC De Andrade, ... US Patent 11,900,657, 2024 | 1 | 2024 |
