Scalable Models for Computing Hierarchies in Information Networks
Knowl. Inf. Syst., Volume abs/1601.00626, Issue 2, 2016, Pages 687-717.
Hierarchical clustering Nonparametric Bayesian generative models Vertex programming Topic models Model evaluation
Information hierarchies are organizational structures that often used to organize and present large and complex information as well as provide a mechanism for effective human navigation. Fortunately, many statistical and computational models exist that automatically generate hierarchies; however, the existing approaches do not consider li...More
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