Detecting Statistically Significant Communities

IEEE Transactions on Knowledge and Data Engineering(2022)

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摘要
Community detection is a key data analysis problem across different fields. During the past decades, numerous algorithms have been proposed to address this issue. However, most work on community detection does not address the issue of statistical significance. Although some research efforts have been made towards mining statistically significant communities, deriving an analytical solution of 更多
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关键词
Analytical models,Measurement,Linear programming,Upper bound,Sampling methods,Search methods,Software
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