TY  -  
T1  - Summarisation of weighted networks 
SN  -  /  
UR  - http://hdl.handle.net/10138/232264 
T3  -  
A1  - Zhou, Fang; Qu, Qiang; Toivonen, Hannu 
A2  -  
PB  -  
Y1  - 2017 
LA  - eng 
AB  - Networks often contain implicit structure. We introduce novel problems and methods that look for structure in networks, by grouping nodes into supernodes and edges to superedges, and then make this structure visible to the user in a smaller generalised network. This task of finding generalisations of nodes and edges is formulated as network Summarisation'. We propose models and algorithms for networks that have weights on edges, on nodes or on both, and study three new variants of the network su... 
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KW  - Weighted networks; network mining; generalisation; network summarisation; GRAPHS; WEB; 113 Computer and information sciences; data mining; data science 
N1  -   
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ER  -