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Theory and Application of Temporal Network Embedding — NSF Award to Regents of the University of Michigan - Ann Arbor (MI, $85,411

Many complex systems in the real world can be modeled as networks. In fact, many networks vary over time. For example, contact networks change from one shape to another as people move around to meet different people. Friendship networks also vary over time on a longer timescale. Such temporal (i.e., time-varying) netwo

Award titleTheory and Application of Temporal Network Embedding
Award ID2611677
AwardeeRegents of the University of Michigan - Ann Arbor
CityANN ARBOR
StateMI
Amount obligated$85,411
Principal investigatorNaoki Masuda
ProgramAPPLIED MATHEMATICS
Start date01/15/2026
AbstractMany complex systems in the real world can be modeled as networks. In fact, many networks vary over time. For example, contact networks change from one shape to another as people move around to meet different people. Friendship networks also vary over time on a longer timescale. Such temporal (i.e., time-varying) network data have been increasingly available, and mathematically founded methods that can efficiently summarize complex temporal network data to help enhance intuitive understanding of
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