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

Packages that use SparseMatrixClusterer

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 SparseMatrixClusterer in org.openimaj.ml.clustering

Subinterfaces of SparseMatrixClusterer 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	SimilarityClusterer<CLUSTERS extends IndexClusters> A SimilarityClusterer clusters data that can be represented as a similarity matrix.

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

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

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

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

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

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.

Constructors in org.openimaj.ml.clustering.incremental with parameters of type SparseMatrixClusterer

Constructor and Description
IncrementalLifetimeSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window)
IncrementalLifetimeSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window, double threshold, int lifetime)
IncrementalLifetimeSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window, int lifetime)
IncrementalSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window)
IncrementalSparseClusterer(SparseMatrixClusterer<? extends IndexClusters> clusterer, int window, double threshold)

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

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

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 SparseMatrixClusterer in org.openimaj.ml.clustering.spectral

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

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	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