Yanan Xin

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 7

Top Topics

Causal Bayesian Networks

Service Provision

Simulation Study

Floating Car Data

Top Venues

J. Locat. Based Serv.

IEEE Trans. Intell. Transp. Syst.

Publications

Rushan Wang, Yanan Xin, Yatao Zhang, Fernando Pérez-Cruz, Martin Raubal
Counterfactual Explanations for Deep Learning-Based Traffic Forecasting. CoRR (2024)
Ye Hong, Yanan Xin, Simon Dirmeier, Fernando Pérez-Cruz, Martin Raubal
Revealing behavioral impact on mobility prediction networks through causal interventions. CoRR (2023)
Nina Wiedemann, Yanan Xin, Vasco Medici, Lorenzo Nespoli, Esra Suel, Martin Raubal
Vehicle-to-grid for car sharing - A simulation study for 2030. CoRR (2023)
Moritz Neun, Christian Eichenberger, Yanan Xin, Cheng Fu, Nina Wiedemann, Henry Martin, Martin Tomko, Lukas Ambühl, Luca Hermes, Michael Kopp
Metropolitan Segment Traffic Speeds From Massive Floating Car Data in 10 Cities. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Nina Wiedemann, Henry Martin, Esra Suel, Ye Hong, Yanan Xin
Influence of tracking duration on the privacy of individual mobility graphs. J. Locat. Based Serv. 17 (4) (2023)
Lorenzo Nespoli, Nina Wiedemann, Esra Suel, Yanan Xin, Martin Raubal, Vasco Medici
National-scale bi-directional EV fleet control for ancillary service provision. Energy Inform. 6 (1) (2023)
Simon Dirmeier, Ye Hong, Yanan Xin, Fernando Pérez-Cruz
Uncertainty quantification and out-of-distribution detection using surjective normalizing flows. CoRR (2023)