Fairness-aware Maximal Clique in Large Graphs: Concepts and Algorithms

Cohesive subgraph mining on attributed graphs is a fundamental problem in graph data analysis. Existing cohesive subgraph mining algorithms on attributed graphs do not consider the fairness of attributes in the subgraph. In this paper, we, for the first time, introduce fairness into the widely-used...

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Hauptverfasser: Zhang, Qi, Li, Rong-Hua, Pan, Minjia, Dai, Yongheng, Tian, Qun, Wang, Guoren
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Sprache:eng
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