Uses of Class
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace.P3C.Signature

Packages that use P3C.Signature

Package	Description
de.lmu.ifi.dbs.elki.algorithm.clustering.subspace	Axis-parallel subspace clustering algorithms The clustering algorithms in this package are instances of both, projected clustering algorithms or subspace clustering algorithms according to the classical but somewhat obsolete classification schema of clustering algorithms for axis-parallel subspaces.

Uses of P3C.Signature in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace that return P3C.Signature

Modifier and Type	Method and Description
protected P3C.Signature	P3C.mergeSignatures(P3C.Signature first, P3C.Signature second, int numBins) Generates a merged signature of this and another one, where the other signature must be a 1-signature.

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace that return types with arguments of type P3C.Signature

Modifier and Type	Method and Description
private ArrayList<P3C.Signature>	P3C.constructOneSignatures(SetDBIDs[][] partitions, long[][] markers) Construct the 1-signatures by merging adjacent dense bins.
private ArrayList<P3C.Signature>	P3C.mergeClusterCores(int binCount, ArrayList<P3C.Signature> signatures) Merge 1-signatures into p-signatures.
private ArrayList<P3C.Signature>	P3C.pruneRedundantClusterCores(ArrayList<P3C.Signature> clusterCores)

Methods in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace with parameters of type P3C.Signature

Modifier and Type	Method and Description
boolean	P3C.Signature.isSuperset(P3C.Signature other) Test whether this is a superset of the other signature.
protected P3C.Signature	P3C.mergeSignatures(P3C.Signature first, P3C.Signature second, int numBins) Generates a merged signature of this and another one, where the other signature must be a 1-signature.

Method parameters in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace with type arguments of type P3C.Signature

Modifier and Type	Method and Description
private void	P3C.computeFuzzyMembership(Relation<V> relation, ArrayList<P3C.Signature> clusterCores, ModifiableDBIDs unassigned, WritableDataStore<double[]> probClusterIGivenX, List<MultivariateGaussianModel> models, int dim) Computes a fuzzy membership with the weights based on which cluster cores each data point is part of.
private ArrayList<P3C.ClusterCandidate>	P3C.hardClustering(WritableDataStore<double[]> probClusterIGivenX, List<P3C.Signature> clusterCores, DBIDs dbids) Creates a hard clustering from the specified soft membership matrix.
private ArrayList<P3C.Signature>	P3C.mergeClusterCores(int binCount, ArrayList<P3C.Signature> signatures) Merge 1-signatures into p-signatures.
private ArrayList<P3C.Signature>	P3C.pruneRedundantClusterCores(ArrayList<P3C.Signature> clusterCores)

Constructors in de.lmu.ifi.dbs.elki.algorithm.clustering.subspace with parameters of type P3C.Signature

Constructor and Description
ClusterCandidate(P3C.Signature clusterCore) Constructor.