Léa Fabre

11
Documents

Publications

Publications

Image document

Towards more reliable public transportation Wi-Fi Origin-Destination matrices: Modeling errors using synthetic noise and optical counts

Léa Fabre , Caroline Bayart , Alexandre Nicolas , Patrick Bonnel
Transportation research. Part C, Emerging technologies, 2025, 178, pp.105202. ⟨10.1016/j.trc.2025.105202⟩
Article dans une revue hal-04986564 v1

Workshop synthesis: Data Fusion - Generating More Than a Sum of Parts

Tobias Kuhnimhof , Léa Fabre , Mario Cools
Transportation Research Procedia, 2024, Part of special issue : 12th International Conference on Transport Survey Methods, 76, pp.670-677. ⟨10.1016/j.trpro.2023.12.090⟩
Article dans une revue halshs-04659938 v1

Estimating Bus Passenger Mobility with Wi-Fi Data and Clustering

Léa Fabre , Caroline Bayart , Patrick Bonnel , Nicolas Mony
Transportation Research Procedia, 2024, Part of special issue : 12th International Conference on Transport Survey Methods, 76, pp.445-457. ⟨10.1016/j.trpro.2023.12.067⟩
Article dans une revue halshs-04659989 v1

A Machine Learning Approach to Estimate Public Transport Ridership Using Wi-Fi Data

Léa Fabre , Caroline Bayart , Yacouba Kone , Ouassim Manout , Patrick Bonnel
IEEE Transactions on Intelligent Transportation Systems, 2024, pp.1-10. ⟨10.1109/TITS.2024.3485802⟩
Article dans une revue hal-04825848 v1
Image document

The potential of Wi-Fi data to estimate bus passenger mobility

Léa Fabre , Caroline Bayart , Patrick Bonnel , Nicolas Mony
Technological Forecasting and Social Change, 2023, 192, pp.122509. ⟨10.1016/j.techfore.2023.122509⟩
Article dans une revue hal-04204990 v1

Enriching Travel Demand Forecasting Models with a Household Typology

Léa Fabre , Catherine Morency
Transportation Research Record, 2019, 2673 (4), pp.975-987. ⟨10.1177/0361198119838978⟩
Article dans une revue hal-04204999 v1

A Machine Learning Approach to adjust ridership computed from Wi-Fi data in Public Transport

Caroline Bayart , Léa Fabre , Yacouba Kone , Ouassim Manout , Patrick Bonnel
Symposium of the European Association for Research in Transportation (HEART), Jun 2024, Helsinki (FI), Finland
Communication dans un congrès hal-04919340 v1

From boarding counting error to error in O-D matrix estimates: how to improve the reliability of passive data?

Caroline Bayart , Léa Fabre , Patrick Bonnel , Alexandre Nicolas
16th World Conference on Transport Research (WCTR), Jul 2023, MONTREAL QUEBEC, Canada
Communication dans un congrès hal-04919836 v1

Utilisation de données Wi-Fi pour la connaissance de la demande de transport : l’intelligence artificielle pour estimer la fréquentation des bus ?

Caroline Bayart , Léa Fabre , Patrick Bonnel , Yacouba Kone , Nicolas Mony
5èmes Rencontres Francophones Transport Mobilité (RFTM), Jun 2023, Dijon (FRANCE), France
Communication dans un congrès hal-04919870 v1