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Simone Gelmini

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2020 – today

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2025
[j6]
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  - journals/tits/LeoniGPTS25
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Jessica Leoni, Simone Gelmini, Giulio Panzani, Mara Tanelli, Sergio Matteo Savaresi:
Automatic eCall in Powered Two-Wheelers: A Dynamics-Based Approach. IEEE Trans. Intell. Transp. Syst. 26(4): 4365-4379 (2025)
2024
[j5]
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Jessica Leoni, Simone Gelmini, Giulio Panzani, Mara Tanelli:
A derivative, integral, and proportional features extractor for fault detection in dynamic processes. Eng. Appl. Artif. Intell. 128: 107510 (2024)
2022
[j4]
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  - journals/vtm/GelminiCPSTS22
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Simone Gelmini, Marco Centurioni, Nicola Pivaro, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi:
A Data-Driven, Vehicle-Independent Usage Monitoring System for Shared Fleets: Assessing Vertical and Longitudinal Wear. IEEE Veh. Technol. Mag. 17(1): 85-93 (2022)
2021
[j3]
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Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Vincenzo Biase:
Online Assessment of Driving Riskiness via Smartphone-Based Inertial Measurements. IEEE Trans. Intell. Transp. Syst. 22(9): 5555-5565 (2021)
[j2]
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Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Claudio De Tommasi:
A Novel Crash Detection Algorithm for Two-Wheeled Vehicles. IEEE Trans. Intell. Veh. 6(1): 88-99 (2021)
2020
[b1]
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Simone Gelmini:
Accident prevention, detection, and early response: Using machine learning and data analysis to improve driver and pedestrian safety. Polytechnic University of Milan, Italy, 2020
[j1]
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Simone Gelmini, Simone Formentin, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi:
fierClass: A multi-signal, cepstrum-based, time series classifier. Eng. Appl. Artif. Intell. 87 (2020)
[c9]
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Simone Gelmini, Marco Centurioni, Nicola Pivaro, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi:
Vehicle Vertical Wearing Index (V² WI): active monitoring of wearing and aging of vertical-dynamics components in four-wheeled vehicles. ITSC 2020: 1-6

2010 – 2019

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2019
[c8]
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  - conf/eucc/GelminiFSTS19
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Simone Gelmini, Simone Formentin, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi:
Automatic driver phone hand-usage detection: A cepstrum-based approach. ECC 2019: 710-715
[c7]
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Simone Gelmini, Giulio Panzani, Sergio M. Savaresi:
Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach. ITSC 2019: 3025-3030
[c6]
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  - conf/itsc/CornoFGS19
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Matteo Corno, Luca Franceschetti, Simone Gelmini, Sergio M. Savaresi:
Head-up Displays for Augmented Reality Applications in Racing Vehicles: a Feasibility Study. ITSC 2019: 4437-4442
[i2]
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  - journals/corr/abs-1907-09453
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Simone Gelmini, Giulio Panzani, Sergio M. Savaresi:
Analysis and development of an automatic eCall for motorcycles: a one-class cepstrum approach. CoRR abs/1907.09453 (2019)
2018
[c5]
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  - conf/ccta/GelminiSTSG18
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Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Alessandro Guzzon:
Analysis and Development of an Automatic eCal1 Algorithm for Wearable Devices. CCTA 2018: 1240-1245
[c4]
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Simone Gelmini, Sergio M. Savaresi:
Comparison of consumption and CO2emissions between diesel and fully-electric powertrains for a heavy-duty truck. ITSC 2018: 1161-1166
[c3]
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Simone Gelmini, Majda Fouka, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Claudio De Tommasi:
Self-calibration algorithm for an IMU in two-wheeled vehicles: design and experimental validation. ITSC 2018: 1751-1756
[c2]
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  - conf/smc/GelminiSTSB18
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Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi, Vincenzo Biase:
Analysis and Development of a Novel Algorithm for the In-vehicle Hand-Usage of a Smartphone. SMC 2018: 1239-1244
[i1]
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  - journals/corr/abs-1804-02960
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Simone Gelmini, Silvia Carla Strada, Mara Tanelli, Sergio M. Savaresi:
Analysis and development of a novel algorithm for the in-vehicle hand-usage of a smartphone. CoRR abs/1804.02960 (2018)
2017
[c1]
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  - conf/amcc/GelminiSHO17
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Simone Gelmini, Stefano Sabatini, Mark A. Hoffman, Simona Onori:
Development and experimental validation of a Dual Extended Kalman Filter for three way catalytic converter. ACC 2017: 5386-5391

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