Uses of Interface
org.openimaj.ml.clustering.DataClusterer

Packages that use DataClusterer

Package	Description
org.openimaj.ml.clustering
org.openimaj.ml.clustering.dbscan
org.openimaj.ml.clustering.incremental
org.openimaj.ml.clustering.random
org.openimaj.ml.clustering.spectral

Uses of DataClusterer in org.openimaj.ml.clustering

Subinterfaces of DataClusterer in org.openimaj.ml.clustering

Modifier and Type	Interface and Description
interface	DistanceClusterer<CLUSTERS extends IndexClusters> A DistanceClusterer clusters data that can be represented as a distance matrix.
interface	MultiviewSimilarityClusterer<CLUSTERS extends IndexClusters> A MultiviewSimilarityClusterer clusters data that can be represented as multiple similarity matrices.
interface	SimilarityClusterer<CLUSTERS extends IndexClusters> A SimilarityClusterer clusters data that can be represented as a similarity matrix.
interface	SparseMatrixClusterer<CLUSTERS extends IndexClusters> A matrix clusterer can cluster a matrix of data in some way

Uses of DataClusterer in org.openimaj.ml.clustering.dbscan

Classes in org.openimaj.ml.clustering.dbscan that implement DataClusterer

Modifier and Type	Class and Description
class	ContectedComponentSimilarityClusterer Cluster based on connected components.
class	DistanceDBSCAN DBSCAN using a SparseMatrix of distances
class	DoubleNNDBSCAN Implementation of DBSCAN (http://en.wikipedia.org/wiki/DBSCAN) using a
class	SimilarityDBSCAN DBSCAN using a SparseMatrix of similarities
class	SparseMatrixDBSCAN Implementation of DBSCAN (http://en.wikipedia.org/wiki/DBSCAN) using a

Uses of DataClusterer in org.openimaj.ml.clustering.incremental

Classes in org.openimaj.ml.clustering.incremental that implement DataClusterer

Modifier and Type	Class and Description
class	IncrementalLifetimeSparseClusterer An IncrementalSparseClusterer which also has a notion of a lifetime.
class	IncrementalSparseClusterer An incremental clusterer which holds old SparseMatrix instances internally, only forgetting rows once they have been clustered and are relatively stable.

Uses of DataClusterer in org.openimaj.ml.clustering.random

Classes in org.openimaj.ml.clustering.random that implement DataClusterer

Modifier and Type	Class and Description
class	RandomClusterer Given a similarity or distance matrix, this clusterer randomly selects a number of clusters and randomly assigned each row to each cluster.

Uses of DataClusterer in org.openimaj.ml.clustering.spectral

Classes in org.openimaj.ml.clustering.spectral that implement DataClusterer

Modifier and Type	Class and Description
class	CachedDoubleSpectralClustering DoubleSpectralClustering extention which knows how to write and read its eigenvectors to disk and therefore not regenerate them when calling the underlying PreparedSpectralClustering
class	DoubleMultiviewSpectralClustering
class	DoubleSpectralClustering Built from a mixture of this tutorial: - http://www.kyb.mpg.de/fileadmin/user_upload/files/publications/attachments/Luxburg07_tutorial_4488%5B0%5D.pdf And this implementation: - https://github.com/peterklipfel/AutoponicsVision/blob/master/SpectralClustering.java
class	PreparedSpectralClustering For a given set of Eigenvalues perform the stages of spectral clustering which involve the selection of the best eigen values and the calling of an internal clustering algorithm