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

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
MaintainerSigal Shaked <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the RWBP package in your browser

Any scripts or data that you put into this service are public.

RWBP documentation built on May 2, 2019, 8:39 a.m.