Publications

International Journals

  • Cestari, R., Pagliaroli, A., Strada, S., Savaresi, S., ”E-Private Mobility Index: A Novel Tool to Assess BEV Transition Feasibility”, 2025, Sustainability, Mdpi. Accepted.
  • Strada, S.C., Pagliaroli, A. & Savaresi, S.M. An innovative virtual sensing system for the vehicle-centric evaluation of emissions in the sustainable mobility transition. Sci Rep 14, 24258 (2024). https://doi.org/10.1038/s41598-024-76103-8.
  • Strada, S., Costantini, E., Formentin, S., Savaresi, S., ”Machine Learning based Car Accident Risk Prediction for Usage-Based Insurance”, 2024, Intelligent Data Analysis, IOS Press, pp. 1-18, doi 10.3233/IDA-230971.
  • Breschi, V., Ravazzi, C., Strada, S., Dabbene, F., Tanelli, M., ” Driving electric vehicles’ mass adoption: design of human-centric policies to meet climate and societal goals”,  2023,Transportation Research Part A, Elsevier, pp.1-25,  doi:10.1016/j.tra.2023.103651.
  • Breschi, V., Ravazzi, C., Strada, S., Dabbene, F., Tanelli, M., ‘’Fostering the Mass Adoption of Electric Vehicles: a Network-based Approach’’, 2022, IEEE Transactions on Control of Network Systems, pp.1-13, DOI 10.1109/TCNS.2022.3164969.
  • Gelmini, S., Centurioni, M., Pivaro, N., Strada, S., Tanelli, M., and S. M. Savaresi, “A Data-Driven, Vehicle-Independent Usage Monitoring System for Shared Fleets: Assessing Vertical and Longitudinal Wear,” in IEEE Vehicular Technology Magazine, vol. 17, no. 1, pp. 85-93, 2022, doi: 10.1109/MVT.2021.3122866.
  • Pozzato, G., Todeschini, R., Strada S., Savaresi S.M., Dambach, G. “Feature extraction from multi-axis MEMS sensors for unbalance detection in non-stationary rotating conditions”, 2022, Mechatronics, vol. 83, pp. 1-13, doi 10.1016/j.mechatronics.2022.102762.
  • Leoni, J., Strada, S., Tanelli, M., Brusa, A., Mado Proverbio, A., ”Single-trial stimuli classification from detected P300 for augmented Brain–Computer Interface: A deep learning approach”, 2022, Machine Learning with Applications, vol. 9, pp. 100393-100426, ISSN 2666-8270, doi 10.1016/j.mlwa.2022.100393.
  • Zinnari, F., Strada, S., Tanelli, M. , Formentin, S., Savaresi, S., ‘’Electrification potential of fuel-based vehicles and optimal placing of charging infrastructure: a large-scale vehicle-telematics approach’’, 2021, IEEE Transactions on Transportation Electrification, pp.1-30, doi=10.1109/TTE.2021.3114497, Scopus 2-s2.0-85115667601.
  • Pacher, M., Franceschetti, L., Strada, S.C., Tanelli, M., Savaresi, S.M., Previtali, B., ‘Real-Time Continuous Estimation of Dross Attachment in the Laser Cutting Process based on Process Emission Images’’, 2020, Journal of Laser Applications 32, 042016, pp. 1-14.
  • Leoni, J., Tanelli, M., Strada, S.C., Jiang, K., Brusa, A., Mado Proverbio, A., ‘’Automatic stimuli classification from ERP data for augmented communication via Brain-Computer Interfaces’’, 2021, Expert Systems with Applications, vol. 184, pp. 1-13, ISSN 09574174, doi 10.1016/j.eswa.2021.115572, Scopus 2-s2.0-85109939865.
  • Gelmini, S., Strada S.C., Tanelli M., Savaresi, De Tommasi, C. “A novel crash detection algorithm for two-wheeled vehicles”, 2021, IEEE Transactions on Intelligent Vehicles, vol. 6, issue 1, pp. 88-99, ISSN: 2379-8858, doi 10.1109/TIV.2020.3028462.
  • G. Pozzato, S. C. Strada, M. Tanelli, S. M. Savaresi and G. Dambach, “MEMS-Enabled Retrofitting of Automobile Wheel Balancer for Automatic Unbalance Detection,” in IEEE/ASME Transactions on Mechatronics, vol. 26, no. 2, pp. 830-840, April 2021, Scopus 2-s2.0-85104624626. ISSN 10834435.
  • Gelmini, S., Strada S.C., Tanelli M., Savaresi S.M, Guzzon, A. “Automatic detection of human’s falls from height for airbag deployment via inertial measurements”, 2020, Automation in Construction, vol. 120, pp. 1-10, ISSN 0926-5805.
  • S. Gelmini, S. C. Strada, M. Tanelli, S. M. Savaresi and V. Biase, “Online Assessment of Driving Riskiness via Smartphone-Based Inertial Measurements,” IEEE Transactions on Intelligent Transportation Systems, 2021, vol. 22, no. 9, pp. 5555-5565, ISSN 1524-9050, doi: 10.1109/TITS.2020.2987877, Scopus 2-s2.0-85114322627.
  • Leoni, J., Tanelli, M., Strada, S.C., Berger-Wolf, T., ‘’Ethogram-based automatic wild animal monitoring through inertial sensors and GPS data’’, 2020, Ecological Informatics, Volume 59, ISSN 1574-9541, doi 10.1016/j.ecoinf.2020.101112.
  • Gelmini, S., Formentin, S.; Strada, S.; Tanelli, M.; Savaresi, S., ‘’fierClass: a multi-signal, cepstrum-based, time series classifier’’, 2020, Engineering Applications of Artificial Intelligence, Elsevier, vol. 87, pp.1-11, ISSN 0952-1976.
  • Incremona, G.P.; Strada, S.; Tanelli, M; Ferrara, A., ‘’Switched adaptation strategies for integral sliding mode control: Theory and application’’, 2019, IEEE International Journal of Robust and Nonlinear Control, vol. 29, n. 17, pp. 6064-6080.

Book chapters

  • Breschi, V., Ravazzi, C., Strada, S., Dabbene, F., Tanelli, M., ”Modeling, Analyzing, and Fostering the Adoption of New Technologies: The Case of Electric Vehicles”, 2023, Handbook of Human-Machine Systems, IEEE Press Wiley, Edited by Giancarlo Fortino, Kaber, Nürnberger, Mendonça, pp. 463-478

International conferences

•     Strada, S., Pagliaroli, A., Scevaroli, S., Savaresi, S., ” Addressing the minimum fleet problem for a traditional and an autonomous car sharing service based on real data ”, 2025, Third IEEE International Conference on Mobility: Operations, Services, and Technologies, May 4 – 7, 2025, Newark, DE.

•     Pagliaroli, A., Strada, S., Savaresi, S., ”The Hidden Costs of Private Mobility: Public Land Occupation and Inefficiency in Milan”, 2025, Third IEEE International Conference on Mobility: Operations, Services, and Technologies, May 4 – 7, 2025, Newark, DE.

•     Dettù, F., Strada, S., Formentin, S., Savaresi, S., ”Physics-aware learning of vehicle speed , from accelerometer data”, 2025, ECC 2025.

•     Jessica Leoni, Mara Tanelli, Silvia Carla Strada, Sergio Savaresi, ”Safety in e-Scooters: a Machine-Learning Approach for Online Second Passenger Detection”, IFAC-PapersOnLine, Volume 58, Issue 10, 2024, Pages 14-21, ISSN 2405-8963 https://doi.org/10.1016/j.ifacol.2024.07.312, 17th IFAC Symposium on Control of Transportation Systems, CTS 2024, Ayia Napa, CYPRUS , 1-3  July 2024.

•     Silvia Strada, Giulio Panzani, Alberto Dubbini and Sergio M. Savaresi, ”An Automatic eCall System for Two-Wheeled Vehicles via Smartphone Sensors”, 2024, IEEE Conference on Intelligent Transportation Systems, Proceedings, Poster.

•     Cellina M., Strada S., Savaresi S.M., ”Vehicle Fuel Consumption Virtual Sensing from GNSS and IMU Measurements”, 2023, IEEE Conference on Intelligent Transportation Systems, Proceedings, pp. 488 – 493k. ISSN 21530009, ISBN 979-835039946-2, DOI     10.1109/ITSC57777.2023.10422477.

•     Senofieni, R., Corno, M., Strada, S., Savaresi, S., Fredella, S., ”GNSS-free Online Calibration of Inertial Measurement Units in Road Vehicles”, 2023, Modeling, Estimation and Control Conference 2023, MECC23 Conference, IFAC-PapersOnLine, Volume 56, 3, pp. 109-114, ISSN 2405-8963, doi 10.1016/j.ifacol.2023.12.009.

•     Leoni, J., Lucchini, A., Strada, S., Tanelli, M., Savaresi, S., ”Active Driver Assistance Systems for e-Scooters based on Road Quality and Driving Style Estimation”, 2023, IFAC World Congress, IFAC-PapersOnLine, Volume 56, 2, pp 1977-1982, ISSN 2405-8963, doi 10.1016/j.ifacol.2023.10.1091.

•     Leoni, J., Lucchini, A., Strada, S., Tanelli, M., Savaresi, S., ”Real Time Passenger Mass Estimation for e-Scooters”, 2023, American Control Conference (ACC), pp. 1741-1746.

•     Leoni, J., Tanelli, M., Strada, S., Savaresi, ”Assessing E-Scooters Safety and Drivability: A Quantitative Analysis”, 2022, 10th IFAC International Symposium on Advances in Automotive Control, August 28-31, 2022, Columbus, Ohio, USA, pp. 260-265.

•     Penati, D., Strada, S., Savaresi, S.M., ‘’Concept and sizing of an e-bike sharing service for commuters to a major metropolitan area’’, 2021, IEEE SmartWorld, Ubiquitous Intelligence & Computing, Advanced & Trusted Computing, Scalable Computing & Communications, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI), Virtual, pp. 384-390, doi: 10.1109/SWC50871.2021.00059.

•     Breschi, V., Tanelli, M., Ravazzi, C., Strada, S., Dabbene, F., ‘’Designing effective policies to drive the adoption of electric vehicles: A data-informed approach’’, 2021, 29th Mediterranean Conference on Control and Automation, MED 2021, Bari, Puglia, pp. 311-316, doi: 10.1109/MED51440.2021.9480229.

•     Strada, S., Paris, J., Piccoli, F., Tucci, D.P., Casali, P., Savaresi, S.M., ‘’Machine Learning Recognition of Gait Identity via Shoe Embedded Accelerometer’’, 2020, IEEE International Conference on Smart Data, Rhodes, Greece, Virtual, pp. 1-6.

•     Strada, S., Corovic, P, da Silva, C.F.O., Gabbi, V., Penati, D., Casali, P., Savaresi, S.M., ‘’Learning the min-max gait comfort region when wearing shoes’’, 2020, IEEE International Conference on Smart Data, Rhodes, Greece, Virtual, pp. 1-6.

•     Strada, S., Ghezzi, A., Marasco, L., Paracampo, E., Rizzetto, G., Casali, P., Savaresi, S.M., ‘’Leveraging walking inertial pattern for terrain classification’’, 2020, IEEE International Conference on Smart Data, Rhodes, Greece, Virtual, pp. 1-6.

•     Gelmini, S., Centurioni, M., Pivaro, N., Strada, S., Tanelli, M., Savaresi, S.M., ‘’Vehicle Vertical Wearing Index (V2WI): active monitoring of wearing and aging of vertical-dynamics components in four-wheeled vehicles’’, 2020, 23rd Intelligent Transportation Systems Conference (IEEE ITSC 2020), pp. 3526-3531.

•     Franceschetti, L., Pacher, M., Tanelli, M., Strada, S.C., Previtali, B., Savaresi, S.M., ‘’Dross attachment estimation in the laser-cutting process via Convolutional Neural Networks (CNN)’’, 2020, 28th Mediterranean Conference on Control and Automation (MED), Saint-Raphaël, France, pp. 850-855.

•     Savaia, G., Formentin, S., Strada, S., Savaresi, S.M., ‘’On the real range-need of electric cars: a telematic-box data-driven analysis’’, 2020, 21st IFAC World Congress in Berlin, Germany, IFAC PapersOnLine, vol. 53-2, pp. 14097-1410. Scopus 2-s2.0-85105055161.

•     Gelmini, S., Strada, S., Tanelli, M., Savaresi, S.M., De Tommasi, C., ‘’Active monitoring of the state of motion in two-wheeled vehicles in absence of a valid GPS/GNSS signal’’, 2020, 21st IFAC World Congress in Berlin, Germany, IFAC PapersOnLine, vol. 53-2, pp. 15489–15494.

•     Breschi, V., Tanelli, M., Ravazzi, C., Strada, S., Dabbene, F., ‘’Social network analysis of electric vehicles adoption: a data-based approach’’, 2020, 1st IEEE International Conference on Human-Machine Systems, Rome, Italy, pp. 1-4.

•     Zinnari, F., Strada, S., Tanelli, M., Formentin, S., Savaia, G., Savaresi, S.M., ‘’Mining the electrification potential of fuel-based vehicles mobility patterns: a data-based approach’’, 2020, 1st IEEE International Conference on Human-Machine Systems, Rome, Italy, pp. 1-6.

•     Leoni, J., Strada, S., Tanelli, M., Jiang, K., Brusa, A., Mado Proverbio, A., ‘’Automatic stimuli classification from ERP data for augmented communication via Brain-Computer Interfaces’’, 2020, 1st IEEE International Conference on Human-Machine Systems, Rome, Italy, pp. 1-6.

•     Leoni, J., Strada, S., Tanelli, M., Berger-Wolf, T., ‘’Data-Driven Collaborative Intelligent System for Automatic Remote Activities Monitoring’’, 2020, 1st IEEE International Conference on Human-Machine Systems, Rome, Italy, pp. 1-6.

•     Leva, A., Strada, S., Tanelli, M. “Control-oriented modelling of proof-of-work blockchains”, 2019, 18th European Control Conference, ECC 2019, art. no. 8795749, pp. 2873-2878.

•     Gelmini, S., Formentin, S., Strada, S., Tanelli, M., Savaresi, S., “Automatic driver phone hand-usage detection: A cepstrum-based approach”, 2019, 18th European Control Conference, ECC 2019, pp. 710-715.

•     Gelmini, S., Strada S.C., Tanelli M., Savaresi, De Tommasi, C., “Automatic crash detection system for two-wheeled vehicles: design and experimental validation”, 2019, 9th IFAC International Symposium on Advances in Automotive Control, AAC 2019, IFAC-PapersOnLine, vol. 52, Issue 5, pp. 498-503.

•     Strada, S.; Savaresi, S., ‘’Auto elettriche: i dati dimostrano che non si resta a piedi’’, 2018, UnipolSai CHANGES MAGAZINE, 1, 2, p.58.

•     Gelmini, S., Strada, S., Tanelli, M., Savaresi, S., Biase, V., “Analysis and Development of a Novel Algorithm for the In-vehicle Hand-Usage of a Smartphone”, 2018, IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018; Miyazaki; Japan; pp. 1239-1244.

•     Gelmini, S., Strada, S., Tanelli, M., Savaresi, S., Guzzon, A., “Analysis and Development of an Automatic eCall Algorithm for Wearable Devices”, 2018, 2nd IEEE Conference on Control Technology and Applications, CCTA 2018; Copenhagen; Denmark, pp.1240-1245.

•     Gelmini, S., Fouka, M., Strada, S., Tanelli, M., Savaresi, S., De Tommasi, C., “Self-calibration algorithm for an IMU in two-wheeled vehicles: Design and experimental validation”, 2018, 21st IEEE International Conference on Intelligent Transportation Systems, ITSC 2018; Maui; United States; pp. 1751-1756.

•     Incremona, G.P., Strada, S.C., Tanelli, M., Ferrara, A., ‘’Switched Integral Suboptimal Second-Order Sliding Mode Control’’, 2017, American Control Conference, Seattle, United States, pp. 5842-5847.

•     Tanelli, M., Strada, S., Corno, M., Ferrara, A., ‘’Sliding mode control for LPV systems’’, 2016, American Control Conference, Boston, United States, pp. 7561-7566.

•     Strada, S., Bologna, M., De Nicolao, G., ”On claim probability prediction from motor vehicle insurance data: a statistical nonparametric approach”, 2010, Proceedings of International Symposium MTISD, Chieti/Pescara, Italy, pp. 105-110.

•     Strada, S., Bologna, M., De Nicolao, G., ”Claim Risk Prediction in the automobile insurance industry: a statistical data mining approach”,  2007, 11th IFAC Intl. Symposium CEFIS, Istanbul Turkey, pp. 1-6.

Patents

•     102025000003495 (2025): Metodo di determinazione della quantità di almeno un agente emesso da un veicolo con motore a combustione interna. Politecnico di Milano, UnipolTech S.p.a.(De Tommasi, Carrea, Strada, Pagliaroli), patent application filed on 21/02/2025.

•     102023000003666 (2023) Dispositivo di rilevamento di uno o più parametri di guida di un veicolo. Politecnico di Milano, UnipolTech S.p.A. (Fredella, Guidetti, Aschero, Di Cristina, De Tommasi, Senofieni, Corno, Savaresi, Strada), filed on 21/02/2025.

•     US20200170422 (2020). Museum Display Case with improved Relative Humidity Control and Related Control Method. Politecnico di Milano, Goppion Spa. (Goppion, A.; Savaresi, S. M.; Strada, S. C.; Tanelli, M.), filed on 02/01/2020 (US extension of the Italian patent).

•     EP3662790 (2020). Museum Display Case with improved Relative Humidity Control and Related Control Method. Politecnico di Milano, Goppion Spa. (Goppion, A.; Savaresi, S. M.; Strada, S. C.; Tanelli, M.), filed on 02/01/2020 (EU extension of the Italian patent).

•     EP20187508.5 (2020). Manual Rotor Balancer, Method for manually balancing a rotor and Control Unit. Politecnico di Milano, Robert Bosch Spa. (Gerhard Dambach, Silvia Carla Strada, Sergio Matteo Savaresi, Mara Tanelli, Gabriele Pozzato, Ivan Sinibaldi), filed on 23/07/2020.

•     102019000025093 (2019). Procedimento per una lavorazione laser. Politecnico di Milano, Adige S.p.A. (M. Pacher, Tanelli, M., Strada S., Previtali B, Savaresi S.M., Sbetti M.), filed on 20/12/2019.

•     102019000006725(2019). Sistema e metodo per il monitoraggio dello stato di retromarcia di un veicolo. Politecnico di Milano, Alfaevolution Technology S.p.A. (Lovati, G.; Carrea, P.; De Tommasi, Savaresi S.M., M. Tanelli, S. Strada, S. Gelmini), filed on 10/05/2019.

•     102019000005172 (2019). Sistema e metodo per il rilevamento dello stato di fermo di un veicolo. Politecnico di Milano, Alfaevolution Technology S.p.A. (Lovati, G.; Carrea, P.; De Tommasi, Savaresi S.M., M. Tanelli, S. Strada, S. Gelmini), filed on 05/04/2019.

•     102018000008719 (2018). Metodo di monitoraggio automatico del moto di un veicolo preferibilmente a due ruote al fine di determinare eventuali incidenti. Politecnico di Milano, Alfaevolution Technology S.p.A. (Lovati, G.; Carrea, P.; De Tommasi, Savaresi S.M., M. Tanelli, S. Strada, S. Gelmini), filed on 19/09/2018.

•     102018000010764 (2018). Vetrina museale con controllo di umidità relativa perfezionato e relativo metodo di controllo. Politecnico di Milano, Goppion S.p.A. (Goppion, A.; Cotrufo, G.; Tanelli, M.; Strada, S.; Savaresi, S. M.), filed on 03/12/2018.

•     19218487.7 (2019). Rotor balancer. Politecnico di Milano, Robert Bosch Spa. (Gerhard Dambach, Silvia Carla Strada, Sergio Matteo Savaresi, Mara Tanelli, Gabriele Pozzato), filed on 20/12/2019. •          19218488.5 (2019). Method for balancing a rotor. Politecnico di Milano, Robert Bosch Spa. (Gerhard Dambach, Silvia Carla Strada, Sergio Matteo Savaresi, Mara Tanelli, Gabriele Pozzato), filed on 20/12/2019.