@Title("Parallel implementations of LOF algorithms") @Reference(authors="Erich Schubert, Arthur Zimek, Hans-Peter Kriegel", title="Local Outlier Detection Reconsidered: a Generalized View on Locality with Applications to Spatial, Video, and Network Outlier Detection", booktitle="Data Mining and Knowledge Discovery 28(1)", url="https://doi.org/10.1007/s10618-012-0300-z", bibkey="DBLP:journals/datamine/SchubertZK14")
Package elki.outlier.lof.parallel
This parallelization is based on the generalization of outlier detection published in:
Reference:
Erich Schubert, Arthur Zimek, Hans-Peter Kriegel
Local Outlier Detection Reconsidered: a Generalized View on Locality with
Applications to Spatial, Video, and Network Outlier Detection
Data Mining and Knowledge Discovery 28(1)
-
Class Summary Class Description LOFProcessor Processor for computing the LOF.LRDProcessor Processor for the "local reachability density" of LOF.ParallelLOF<O> Parallel implementation of Local Outlier Factor using processors.ParallelSimplifiedLOF<O> Parallel implementation of Simplified-LOF Outlier detection using processors.SimplifiedLRDProcessor Processor for the "local reachability density" of LOF.