A Survey on Network Embedding

Network embedding assigns nodes in a network to low-dimensional representations and effectively preserves the network structure. Recently, a significant amount of progresses have been made toward this emerging network analysis paradigm. In this survey, we focus on categorizing and then reviewing the...

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Veröffentlicht in:	IEEE transactions on knowledge and data engineering Jg. 31; H. 5; S. 833 - 852
Hauptverfasser:	Cui, Peng, Wang, Xiao, Pei, Jian, Zhu, Wenwu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.05.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Algorithms Computational complexity Data science Distributed databases Embedded systems Embedding graph embedding Image reconstruction Internet resources Machine learning Network analysis Network embedding Network topology Social network services Task analysis
ISSN:	1041-4347, 1558-2191
Online-Zugang:	Volltext
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