Uses of Class
de.lmu.ifi.dbs.elki.index.AbstractIndex

Packages that use AbstractIndex

Package	Description
de.lmu.ifi.dbs.elki.index	Index structure implementations
de.lmu.ifi.dbs.elki.index.distancematrix	Precomputed distance matrix.
de.lmu.ifi.dbs.elki.index.idistance	iDistance is a distance based indexing technique, using a reference points embedding.
de.lmu.ifi.dbs.elki.index.invertedlist	Indexes using inverted lists.
de.lmu.ifi.dbs.elki.index.lsh	Locality Sensitive Hashing
de.lmu.ifi.dbs.elki.index.preprocessed	Index structure based on preprocessors
de.lmu.ifi.dbs.elki.index.preprocessed.knn	Indexes providing KNN and rKNN data.
de.lmu.ifi.dbs.elki.index.preprocessed.localpca	Index using a preprocessed local PCA.
de.lmu.ifi.dbs.elki.index.preprocessed.preference	Indexes storing preference vectors.
de.lmu.ifi.dbs.elki.index.preprocessed.snn	Indexes providing nearest neighbor sets
de.lmu.ifi.dbs.elki.index.tree.spatial.kd	K-d-tree and variants.
de.lmu.ifi.dbs.elki.index.vafile	Vector Approximation File

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index

Modifier and Type	Class and Description
class	AbstractRefiningIndex<O> Abstract base class for Filter-refinement indexes.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.distancematrix

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.distancematrix

Modifier and Type	Class and Description
class	PrecomputedDistanceMatrix<O> Distance matrix, for precomputing similarity for a small data set.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.idistance

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.idistance

Modifier and Type	Class and Description
class	InMemoryIDistanceIndex<O> In-memory iDistance index, a metric indexing method using a reference point embedding.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.invertedlist

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.invertedlist

Modifier and Type	Class and Description
class	InMemoryInvertedIndex<V extends NumberVector> Simple index using inverted lists.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.lsh

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.lsh

Modifier and Type	Class and Description
class	InMemoryLSHIndex.Instance Instance of a LSH index for a single relation.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed

Modifier and Type	Class and Description
class	AbstractPreprocessorIndex<O,R> Abstract base class for simple preprocessor based indexes, requiring a simple object storage for preprocessing results.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.knn

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.knn

Modifier and Type	Class and Description
class	AbstractMaterializeKNNPreprocessor<O> Abstract base class for KNN Preprocessors.
class	CachedDoubleDistanceKNNPreprocessor<O> Preprocessor that loads an existing cached kNN result.
class	KNNJoinMaterializeKNNPreprocessor<V extends NumberVector> Class to materialize the kNN using a spatial join on an R-tree.
class	MaterializeKNNAndRKNNPreprocessor<O> A preprocessor for annotation of the k nearest neighbors and the reverse k nearest neighbors (and their distances) to each database object.
class	MaterializeKNNPreprocessor<O> A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
class	MetricalIndexApproximationMaterializeKNNPreprocessor<O extends NumberVector,N extends Node<E>,E extends MTreeEntry> A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
class	PartitionApproximationMaterializeKNNPreprocessor<O> A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.
class	RandomSampleKNNPreprocessor<O> Class that computed the kNN only on a random sample.
class	SpatialApproximationMaterializeKNNPreprocessor<O extends NumberVector,N extends SpatialNode<N,E>,E extends SpatialEntry> A preprocessor for annotation of the k nearest neighbors (and their distances) to each database object.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.localpca

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.localpca

Modifier and Type	Class and Description
class	AbstractFilteredPCAIndex<NV extends NumberVector> Abstract base class for a local PCA based index.
class	KNNQueryFilteredPCAIndex<NV extends NumberVector> Provides the local neighborhood to be considered in the PCA as the k nearest neighbors of an object.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.preference

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.preference

Modifier and Type	Class and Description
class	AbstractPreferenceVectorIndex<NV extends NumberVector> Abstract base class for preference vector based algorithms.
class	DiSHPreferenceVectorIndex<V extends NumberVector> Preprocessor for DiSH preference vector assignment to objects of a certain database.
class	HiSCPreferenceVectorIndex<V extends NumberVector> Preprocessor for HiSC preference vector assignment to objects of a certain database.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.snn

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.preprocessed.snn

Modifier and Type	Class and Description
class	SharedNearestNeighborPreprocessor<O> A preprocessor for annotation of the ids of nearest neighbors to each database object.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.tree.spatial.kd

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.tree.spatial.kd

Modifier and Type	Class and Description
class	MinimalisticMemoryKDTree<O extends NumberVector> Simple implementation of a static in-memory K-D-tree.

Uses of AbstractIndex in de.lmu.ifi.dbs.elki.index.vafile

Subclasses of AbstractIndex in de.lmu.ifi.dbs.elki.index.vafile

Modifier and Type	Class and Description
class	PartialVAFile<V extends NumberVector> PartialVAFile.
class	VAFile<V extends NumberVector> Vector-approximation file (VAFile) Reference: Weber, R. and Blott, S.