Léa Fabre

Publications

Article dans une revue (6)

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
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
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
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
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

Communication dans un congrès (3)

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

Thèse (1)

Contributions and Opportunities of Wi-Fi Data to Improve Transport Demand Knowledge / Utilisation de données Wi-Fi, quels apports pour la connaissance de la demande de transport? Léa Fabre Economics and Finance. Université Lumière - Lyon II, 2024. English. ⟨NNT : 2024LYO20011⟩ Thèse tel-04712383v1

Pré-publication, Document de travail (1)

The Potential of Wi-Fi Data to Estimate Bus Passenger Mobility Léa Fabre,Caroline Bayart,Patrick Bonnel,Nicolas Mony 2022 Pré-publication, Document de travail halshs-03721297v1