Uses of Package
de.lmu.ifi.dbs.elki.algorithm.outlier

Packages that use de.lmu.ifi.dbs.elki.algorithm.outlier

Package	Description
de.lmu.ifi.dbs.elki.algorithm.outlier	Outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased	Angle-based outlier detection algorithms.
de.lmu.ifi.dbs.elki.algorithm.outlier.clustering	Clustering based outlier detection.
de.lmu.ifi.dbs.elki.algorithm.outlier.distance	Distance-based outlier detection algorithms, such as DBOutlier and kNN.
de.lmu.ifi.dbs.elki.algorithm.outlier.distance.parallel	Parallel implementations of distance-based outlier detectors.
de.lmu.ifi.dbs.elki.algorithm.outlier.intrinsic	Outlier detection algorithms based on intrinsic dimensionality.
de.lmu.ifi.dbs.elki.algorithm.outlier.lof	LOF family of outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel	Parallelized variants of LOF.
de.lmu.ifi.dbs.elki.algorithm.outlier.meta	Meta outlier detection algorithms: external scores, score rescaling
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial	Spatial outlier detection algorithms
de.lmu.ifi.dbs.elki.algorithm.outlier.subspace	Subspace outlier detection methods Methods that detect outliers in subspaces (projections) of the data set.
de.lmu.ifi.dbs.elki.algorithm.outlier.svm	Support-Vector-Machines for outlier detection.
de.lmu.ifi.dbs.elki.algorithm.outlier.trivial	Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
tutorial.outlier	Tutorials on implementing outlier detection methods in ELKI.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier

Class and Description
COP Correlation outlier probability: Outlier Detection in Arbitrarily Oriented Subspaces Reference: Hans-Peter Kriegel, Peer Kröger, Erich Schubert, Arthur Zimek Outlier Detection in Arbitrarily Oriented Subspaces Proc.
COP.DistanceDist Score type.
DWOF Algorithm to compute dynamic-window outlier factors in a database based on a specified parameter k, which specifies the number of the neighbors to be considered during the calculation of the DWOF score.
GaussianModel Outlier detection based on the probability density of the single normal distribution.
GaussianUniformMixture Outlier detection algorithm using a mixture model approach.
OPTICSOF OPTICS-OF outlier detection algorithm, an algorithm to find Local Outliers in a database based on ideas from OPTICSTypeAlgorithm clustering.
OutlierAlgorithm Generic super interface for outlier detection algorithms.
SimpleCOP Algorithm to compute local correlation outlier probability.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.anglebased

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.clustering

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.distance

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.distance.parallel

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.intrinsic

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.lof

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.lof.parallel

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.meta

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.spatial

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.subspace

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.svm

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by de.lmu.ifi.dbs.elki.algorithm.outlier.trivial

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.

Classes in de.lmu.ifi.dbs.elki.algorithm.outlier used by tutorial.outlier

Class and Description
OutlierAlgorithm Generic super interface for outlier detection algorithms.