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Supervised and extended restart in random walks for ranking and link prediction in networks

Given a real-world graph, how can we measure relevance scores for ranking and link prediction? Random walk with restart (RWR) provides an excellent measure for this and has been applied to various applications such as friend recommendation, community detection, anomaly detection, etc. However, RWR s...

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Detalhes bibliográficos
Publicado no:PLoS One
Main Authors: Jin, Woojeong, Jung, Jinhong, Kang, U.
Formato: Artigo
Idioma:Inglês
Publicado em: Public Library of Science 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6426185/
https://ncbi.nlm.nih.gov/pubmed/30893375
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1371/journal.pone.0213857
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