Graph based anomaly detection and description: a survey
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..., 2014], anomaly detection [Akoglu et al., 2015] and link prediction [Liben-Nowell and Kleinberg, 2007]....
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...Researchers have made great effort on developing machine learning algorithms for various network applications, e.g. vertex classification [Sen et al., 2008], tag recommendation [Tu et al., 2014], anomaly detection [Akoglu et al., 2015] and link prediction [Liben-Nowell and Kleinberg, 2007]....
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139 citations
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...Data that can be naturally modeled as graphs are found in a wide variety of domains including the world-wide web [Albert et al. 1999], bioinformatics [Pei et al. 2005], neuroscience [Lee et al. 2017], chemoinformatics [Duvenaud et al. 2015], social networks [Backstrom and Leskovec 2011], scientific…...
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138 citations
134 citations
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