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    Article

    Fast network discovery on sequence data via time-aware hashing

    Discovering and analyzing networks from non-network data is a task with applications in fields as diverse as neuroscience, genomics, climate science, economics, and more. In domains where networks are discover...

    Tara Safavi, Chandra Sripada, Danai Koutra in Knowledge and Information Systems (2019)

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    Article

    Reducing large graphs to small supergraphs: a unified approach

    Summarizing a large graph with a much smaller graph is critical for applications like speeding up intensive graph algorithms and interactive visualization. In this paper, we propose CONditional Diversified Net...

    Yike Liu, Tara Safavi, Neil Shah, Danai Koutra in Social Network Analysis and Mining (2018)