8 items found

Tags: Simulation

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  • TrainingMaterial

    Social Network Analysis with Python

    This set of tutorials provides an introduction to Social Network Analysis in Python with networkx. Topics covered: Introduction to NetworkX NDlib: Network Diffusion library...
    • ipynb
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    • ipynb
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    • ipynb
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    • ipynb
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  • Experiment

    Validation for MoGAN

    We conduct extensive experiments on public datasets of bike and taxi rides to show that MoGAN outperforms the classical Gravity and Radiation models regarding the realism of...
  • TrainingMaterial

    Jupyter Notebooks

    King’s College London has developed complete stories around Jupyter Notebooks that form easy recipes for reproducible methods in social data science. Jupyter...
    • ZIP
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    • ZIP
      The resource: 'Prediction Modelling ...' is not accessible as guest user. You must login to access it!
    • ZIP
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    • ZIP
      The resource: 'Social Sensing Repository' is not accessible as guest user. You must login to access it!
    • ZIP
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    • ZIP
      The resource: 'Ananke Guide' is not accessible as guest user. You must login to access it!
    • mp4
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  • Experiment

    Estimation of emissions from vehicles' GPS trajectories

    We used the mobility-emission methods (https://data.d4science.org/ctlg/ResourceCatalogue/mobility-emissions) to perform experiments on real GPS trajectories describing 433,272...
    • The resource: 'arXiv preprint' is not accessible as guest user. You must login to access it!
  • Experiment

    Simulation of individual mobility using STS-EPR

    In this experiment we simulate the mobility of individuals in New York City, London, and Tokyo, using STS-EPR. For each city, we compare the synthetic trajectories generated...
    • PDF
      The resource: 'STS-EPR (EasyChair Preprint)' is not accessible as guest user. You must login to access it!
  • Method

    LORE

    The recent years have witnessed the rise of accurate but obscure decision systems which hide the logic of their internal decision processes to the users. The lack of...
    • python
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  • Method

    MARLENA

    MARLENA is novel technique able to explain the reasons behind any black-box multi-label classifier decision. It will generate an explanation in the form of a decision rule....
    • python
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  • Application

    Scikit-mobility

    Scikit-mobility is a library for human mobility analysis in Python. The library allows to: represent trajectories and mobility flows with proper data structures, TrajDataFrame...
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