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Tong, Hanghang
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Cross-dependency inference in multi-layered networks: a collaborative filtering perspective
Chen C., Tong H., Xie L., Ying L., He Q. ACM Transactions on Knowledge Discovery from Data 11(4): 1-26, 2017. Type: Article
Current and emerging networks have a duty to promote interconnections for new collaborative research and business between academia and industry. Multi-layered networks require descriptions of relations among nodes from different networ...
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Feb 11 2019
Graph based anomaly detection and description: a survey
Akoglu L., Tong H., Koutra D. Data Mining and Knowledge Discovery 29(3): 626-688, 2015. Type: Article
A consistent survey on anomaly detection and description is provided in this paper. This topic is extremely relevant due to the wide range of application domains. For this same reason, this topic is difficult to exhaustively address wi...
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Sep 28 2015
Gelling, and melting, large graphs by edge manipulation
Tong H., Prakash B., Eliassi-Rad T., Faloutsos M., Faloutsos C. CIKM 2012 (Proc. of the 21st ACM International Conference on Information and Knowledge Management, Maui, HI, Oct 29-Nov 2, 2012) 245-254, 2012. Type: Proceedings
The authors of this paper start their text with a challenging problem in the area of graph mining with applications in various disciplines: Given a large graph, which edges should be deleted or added so as to affect the propagation of ...
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May 1 2013
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