Loughborough University
Leicestershire, UK
LE11 3TU
+44 (0)1509 263171
Loughborough University

Loughborough University Research Publications


Publications for Haitao He

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Journal Articles

Wei, Y, He, H, Yuan, K, Schaefer, G, Ji, Z, Fang, H (2024) A memory-augmented conditional neural process model for traffic prediction, Knowledge-Based Systems, 112578, ISSN: 0950-7051. DOI: 10.1016/j.knosys.2024.112578.

Davies, R, He, H, Fang, H (2024) A multiscale framework for capturing oscillation dynamics of autonomous vehicles in data-driven car-following models, IEEE Transactions on Intelligent Transportation Systems, ISSN: 1524-9050. DOI: 10.1109/tits.2024.3433563.

Schumann, H-H, He, H, Quddus, M (2023) Passively generated big data for micro-mobility: State-of-the-art and future research directions, Transportation Research Part D: Transport and Environment, 121, 103795, ISSN: 1361-9209. DOI: 10.1016/j.trd.2023.103795.

Mangold, M, Zhao, P, He, H, Mansourian, A (2022) Geo-fence planning for dockless bike-sharing systems: a GIS-based multi-criteria decision analysis framework, Urban Informatics, 1(1), 17, DOI: 10.1007/s44212-022-00013-1.

Li, A, Zhao, P, He, H, Mansourian, A, Axhausen, KW (2021) How did micro-mobility change in response to COVID-19 pandemic? A case study based on spatial-temporal-semantic analytics, Computers, Environment and Urban Systems, 90, 101703, ISSN: 0198-9715. DOI: 10.1016/j.compenvurbsys.2021.101703.

Zhao, P, He, H, Li, A, Mansourian, A (2021) Impact of data processing on deriving micro-mobility patterns from vehicle availability data, Transportation Research Part D: Transport and Environment, 97, 102913, ISSN: 1361-9209. DOI: 10.1016/j.trd.2021.102913.

Reck, DJ, Haitao, H, Guidon, S, Axhausen, KW (2021) Explaining shared micromobility usage, competition and mode choice by modelling empirical data from Zurich, Switzerland, Transportation Research Part C: Emerging Technologies, 124, pp.102947-102947, ISSN: 0968-090X. DOI: 10.1016/j.trc.2020.102947.

He, H, Yang, K, Liang, H, Menendez, M, Guler, SI (2019) Providing public transport priority in the perimeter of urban networks: A bimodal strategy, Transportation Research Part C: Emerging Technologies, 107, pp.171-192, ISSN: 0968-090X. DOI: 10.1016/j.trc.2019.08.004.

He, H, Menendez, M, Ilgin Guler, S (2018) Analytical evaluation of flexible-sharing strategies on multimodal arterials, Transportation Research Part A: Policy and Practice, 114, pp.364-379, ISSN: 0191-2607. DOI: 10.1016/j.tra.2018.01.038.

He, H, Guler, SI, Menendez, M (2016) Adaptive control algorithm to provide bus priority with a pre-signal, Transportation Research Part C: Emerging Technologies, 64, pp.28-44, ISSN: 0968-090X. DOI: 10.1016/j.trc.2016.01.009.



Conferences

Wei, Y, He, H, Schaefer, G, Ji, Z, Wang, Y, Fang, H (2024) Memory-facilitated joint-space shift adaptation in traffic forecasting. In International Joint Conference on Neural Networks; 2024 International Joint Conference on Neural Networks (IJCNN), Yokohama, Japan,ISBN: 9798350359312. DOI: 10.1109/IJCNN60899.2024.10651200.

Neun, M, Eichenberger, C, Martin, H, Spanring, M, Siripurapu, R, Springer, D, Deng, L, Wu, C, Lian, D, Zhou, M, Lumiste, M, Ilie, A, Wu, X, Lyu, C, Lu, Q-L, Mahajan, V, Lu, Y, Li, J, Li, J, Gong, Y-J, Grötschla, F, Mathys, J, Wei, Y, He, H, Fang, H, Malm, K, Tang, F, Kopp, M, Kreil, D, Hochreiter, S (2023) Traffic4cast at NeurIPS 2022 – Predict dynamics along graph edges from sparse node data: Whole city traffic and ETA from stationary vehicle detectors. In NeurIPS 2022 Competition Track Program; Proceedings of Machine Learning Research (PMLR), Virtual conference, pp.251-278.

Schumann, H-HS, He, H, Natapov, A, Quddus, M (2022) Applying space syntax to traffic volume models of micro-mobility. In van Nes, A and de Koning, RE (ed) 13th International Space Syntax Symposium, Bergen, Norway,ISBN: 9788293677673.

Schumann, HH, Haitao, H, Natapov, A, Quddus, M (2022) Applying space syntax to traffic volume models of micro-mobility. In , Proceedings 13th International Space Syntax Symposium, SSS 2022.

Yang, K, He, H, Menendez, M (2018) Bi-Modal Automated Highway Lanes: Control Strategy and Evaluation. In 18th COTA International Conference of Transportation Professionals, CICTP 2018, China. DOI: 10.1061/9780784481523.012.

He, H, Menendez, M, Guler, I (2017) Analytical evaluation of flexible sharing strategies on multi-modal arterials. In ISTTT, Transportation Research Procedia, USA, pp.980-999, DOI: 10.1016/j.trpro.2017.05.054.



Chapters

He, H, Guler, SI, Menendez, M (2018) Adaptive pre-signal control at bi-modal intersections. In Adaptive Control: Methods, Applications and Research, pp.191-227.



Getting in touch

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Loughborough
Leicestershire
LE11 3TU
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