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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Vydáno v:	IEEE transactions on knowledge and data engineering Ročník 31; číslo 5; s. 833 - 852
Hlavní autoři:	Cui, Peng, Wang, Xiao, Pei, Jian, Zhu, Wenwu
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.05.2019 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	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
On-line přístup:	Získat plný text
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