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Revisiting random walk based sampling in networks: evasion of burn-in period and frequent regenerations

BACKGROUND: In the framework of network sampling, random walk (RW) based estimation techniques provide many pragmatic solutions while uncovering the unknown network as little as possible. Despite several theoretical advances in this area, RW based sampling techniques usually make a strong assumption...

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Detalles Bibliográficos
Autores principales: Avrachenkov, Konstantin, Borkar, Vivek S., Kadavankandy, Arun, Sreedharan, Jithin K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5857599/
https://www.ncbi.nlm.nih.gov/pubmed/29578546
http://dx.doi.org/10.1186/s40649-018-0051-0