Semisupervised Community Preserving Network Embedding with Pairwise Constraints

Network embedding aims to learn the low-dimensional representations of nodes in networks. It preserves the structure and internal attributes of the networks while representing nodes as low-dimensional dense real-valued vectors. These vectors are used as inputs of machine learning algorithms for netw...

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Bibliographic Details
Main Authors: Dong Liu, Yan Ru, Qinpeng Li, Shibin Wang, Jianwei Niu
Format: Article
Language:English
Published: Wiley 2020-01-01
Series:Complexity
Online Access:http://dx.doi.org/10.1155/2020/7953758
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