Unifying guilt-by-association approaches: theorems and fast algorithms
作者： Danai Koutra , Tai-You Ke , U. Kang , Duen Horng Chau , Hsing-Kuo Kenneth Pao
DOI: 10.1007/978-3-642-23783-6_16
关键词: Inference 、 Artificial intelligence 、 Speedup 、 Computer science 、 Random walk 、 Belief propagation 、 Anomaly detection 、 Contrast (statistics) 、 Graphical model 、 Algorithm 、 Semi-supervised learning
摘要: … for anomaly detection and classification in numerous settings (eg, accounting fraud, cyber-… a similar matrix inversion problem; (b) for practical applications, we developed FaBP, a fast …
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