Browse Graduate Dissertations and Theses at Illinois by Subject "Graph Neural Networks"

  • Yin, Jialong (2020-12-18)
    Probabilistic graphical models are a statistical framework for conditionally dependent random variables with dependencies represented by graphs. A traditional method to perform inference over these random variables is ...

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  • Heglund, Jacob Scott White (2020-07-22)
    This thesis presents a data-driven approach to improving predictions of critical infrastructure behaviors. In our first approach, we explore novel data sources and time series modeling techniques to model disaster impacts ...

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