Publications

publications in reversed chronological order.

2024

  1. privacy.png
    Where you go is who you are: a study on machine learning based semantic privacy attacks
    Nina Wiedemann, Krzysztof Janowicz, Martin Raubal, and 1 more author
    Journal of Big Data, 2024
  2. midgard.png
    MIDGArD: Modular Interpretable Diffusion over Graphs for Articulated Designs
    Quentin Leboutet, Nina Wiedemann, Zhipeng Cai, and 2 more authors
    In Advances in Neural Information Processing Systems (NeurIPS), 2024
  3. v2g4carsharing.png
    Vehicle-to-grid for car sharing-A simulation study for 2030
    Nina Wiedemann, Yanan Xin, Vasco Medici, and 3 more authors
    Applied Energy, 2024
  4. train_delay.png
    Quantifying the dynamic predictability of train delay with uncertainty-aware neural networks
    Thomas Spanninger*, Nina Wiedemann*, and Francesco Corman
    Transportation Research Part C: Emerging Technologies, 2024
  5. ot.png
    On the potential of Optimal Transport in geospatial data science
    Nina Wiedemann, Théo Uscidda, and Martin Raubal
    arXiv preprint arXiv:2410.11709, 2024

2023

  1. trackintel.png
    Trackintel: An open-source Python library for human mobility analysis
    Henry Martin*, Ye Hong*, Nina Wiedemann*, and 2 more authors
    Computers, Environment and Urban Systems, 2023
  2. graph_profiling.png
    Graph-based mobility profiling
    Henry Martin*, Nina Wiedemann*, Daniel J Reck, and 1 more author
    Computers, Environment and Urban Systems, 2023
  3. apg.png
    Training efficient controllers via analytic policy gradient
    Nina Wiedemann*, Valentin Wüest*, Antonio Loquercio, and 3 more authors
    In 2023 IEEE International Conference on Robotics and Automation (ICRA), 2023
  4. privacy.png
    Influence of tracking duration on the privacy of individual mobility graphs
    Nina Wiedemann*, Henry Martin*, Esra Suel, and 2 more authors
    Journal of Location Based Services, 2023
  5. benchmarking.png
    Benchmarking Regression Models Under Spatial Heterogeneity
    Nina Wiedemann, Henry Martin, and René Westerholt
    In 12th International Conference on Geographic Information Science (GIScience 2023), 2023

2022

  1. graph_profiling.png
    Unlocking social network analysis methods for studying human mobility
    Nina Wiedemann, Henry Martin, and Martin Raubal
    AGILE: GIScience Series, 2022

2021

  1. covid.png
    Accelerating detection of lung pathologies with explainable ultrasound image analysis
    Jannis Born*, Nina Wiedemann*, Manuel Cossio, and 8 more authors
    Applied Sciences, 2021
  2. power.png
    An optimization framework for power infrastructure planning
    Nina Wiedemann, and David Adjiashvili
    IEEE Transactions on Power Systems, 2021