RWBP: Detects spatial outliers using a Random Walk on Bipartite Graph
Version 1.0

a Bipartite graph and is constructed based on the spatial and/or non-spatial attributes of the spatial objects in the dataset. Secondly, RW techniques are utilized on the graphs to compute the outlierness for each point (the differences between spatial objects and their spatial neighbours). The top k objects with higher outlierness are recognized as outliers.

Package details

AuthorSigal Shaked & Ben Nasi
Date of publication2014-06-24 23:30:50
MaintainerSigal Shaked <[email protected]>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("RWBP")

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RWBP documentation built on May 29, 2017, 10:51 p.m.