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Matteo Simoncini
Matteo Simoncini
Research Engeneer, Verizon Connect
Verified email at verizonconnect.com
Title
Cited by
Cited by
Year
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
632018
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
382018
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
162017
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
102017
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
102016
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
92014
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
82019
Systems and methods for utilizing a deep learning model to determine vehicle viewpoint estimations
S Magistri, F Sambo, DC De Andrade, F SCHOEN, M Simoncini, L Bravi, ...
US Patent 11,532,096, 2022
62022
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
52022
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
52022
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
52021
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
42020
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
32021
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
32021
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
32021
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
32020
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
22020
Systems and methods for utilizing a deep learning model to determine vehicle viewpoint estimations
S Magistri, F Sambo, DC De Andrade, F SCHOEN, M Simoncini, L Bravi, ...
US Patent 11,922,651, 2024
12024
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
12022
SYSTEMS AND METHODS FOR DETERMINING VIDEO SIMILARITY, RISK SCORES, AND TEXTUAL DESCRIPTIONS
M Simoncini, S Caprasecca, L Sarti
US Patent App. 17/933,247, 2024
2024
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