Multi-type relational clustering for enterprise cyber-security networks

•Propose fast novel hard clustering algorithm for multi-type relational data.•Extend the popular NNDSVD method initialisation of our algorithm.•Propose internal performance clustering measure for assessing cluster similarity. Several cyber-security data sources are collected in enterprise networks p...

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Bibliographic Details
Published in:	Pattern recognition letters Vol. 149; pp. 172 - 178
Main Authors:	Riddle-Workman, Elizabeth, Evangelou, Marina, Adams, Niall M.
Format:	Journal Article
Language:	English
Published:	Amsterdam Elsevier B.V 01.09.2021 Elsevier Science Ltd
Subjects:	Algorithms Clustering Computer applications Computer networks Computers Cyber-security Cybersecurity Multi-type relational clustering Network clustering Nodes Non-negative matrix factorization Singular value decomposition Multi-type relational clustering Cyber-security Network clustering Non-negative matrix factorization 41A10 65D05 65D17 41A05
ISSN:	0167-8655, 1872-7344
Online Access:	Get full text
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