Léa Fabre

11
Documents

Publications

Publications

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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-04986564v1

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-04659989v1

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-04659938v1

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-04825848v1
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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-04204990v1

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-04204999v1

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-04919340v1

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-04919836v1

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-04919870v1