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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...

Ausführliche Beschreibung

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Bibliografische Detailangaben
Hauptverfasser: Dong Liu, Yan Ru, Qinpeng Li, Shibin Wang, Jianwei Niu
Format: Artigo
Sprache:Inglês
Veröffentlicht: Wiley 2020-01-01
Schriftenreihe:Complexity
Online-Zugang:http://dx.doi.org/10.1155/2020/7953758
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