A multi-armed bandit approach for exploring partially observed networks

Abstract Background real-world networks such as social and communication networks are too large to be observed entirely. Such networks are often partially observed such that network size, network topology, and nodes of the original network are unknown. Analysis on partially observed data may lead to...

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Bibliographic Details
Main Authors: Kaushalya Madhawa, Tsuyoshi Murata
Format: Article
Language:English
Published: SpringerOpen 2019-05-01
Series:Applied Network Science
Subjects:
Online Access:http://link.springer.com/article/10.1007/s41109-019-0145-0