A fast and robust kernel optimization method for core–periphery detection in directed and weighted graphs

Abstract Many graph mining tasks can be viewed as classification problems on high dimensional data. Within this class we consider the issue of discovering core-periphery structure, which has wide applications in the economic and social sciences. In contrast to many current approaches, we allow for w...

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Bibliographic Details
Main Authors: Francesco Tudisco, Desmond J. Higham
Format: Article
Language:English
Published: SpringerOpen 2019-09-01
Series:Applied Network Science
Subjects:
Online Access:http://link.springer.com/article/10.1007/s41109-019-0173-9