Uses of Package
de.lmu.ifi.dbs.elki.database

Packages that use de.lmu.ifi.dbs.elki.database

Package	Description
de.lmu.ifi.dbs.elki.algorithm	Algorithms suitable as a task for the KDDTask main routine.
de.lmu.ifi.dbs.elki.algorithm.benchmark	Benchmarking pseudo algorithms.
de.lmu.ifi.dbs.elki.algorithm.classification	Classification algorithms.
de.lmu.ifi.dbs.elki.algorithm.clustering	Clustering algorithms Clustering algorithms are supposed to implement the Algorithm-Interface.
de.lmu.ifi.dbs.elki.algorithm.clustering.affinitypropagation	Affinity Propagation (AP) clustering.
de.lmu.ifi.dbs.elki.algorithm.clustering.biclustering	Biclustering algorithms
de.lmu.ifi.dbs.elki.algorithm.clustering.correlation	Correlation clustering algorithms
de.lmu.ifi.dbs.elki.algorithm.clustering.em	Expectation-Maximization clustering algorithm.
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan	Generalized DBSCAN Generalized DBSCAN is an abstraction of the original DBSCAN idea, that allows the use of arbitrary "neighborhood" and "core point" predicates.
de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan.parallel	Parallel versions of Generalized DBSCAN.
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical	Hierarchical agglomerative clustering (HAC).
de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.extraction	Extraction of partitional clusterings from hierarchical results.
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans	K-means clustering and variations
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.initialization	Initialization strategies for k-means.
de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.parallel	Parallelized implementations of k-means.
de.lmu.ifi.dbs.elki.algorithm.clustering.meta	Meta clustering algorithms, that get their result from other clusterings or external sources.
de.lmu.ifi.dbs.elki.algorithm.clustering.optics	OPTICS family of clustering algorithms.
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.
de.lmu.ifi.dbs.elki.algorithm.clustering.trivial	Trivial clustering algorithms: all in one, no clusters, label clusterings These methods are mostly useful for providing a reference result in evaluation.
de.lmu.ifi.dbs.elki.algorithm.clustering.uncertain	Clustering algorithms for uncertain data.
de.lmu.ifi.dbs.elki.algorithm.itemsetmining	Algorithms for frequent itemset mining such as APRIORI.
de.lmu.ifi.dbs.elki.algorithm.itemsetmining.associationrules	Association rule mining.
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.spatial.neighborhood	Spatial outlier neighborhood classes
de.lmu.ifi.dbs.elki.algorithm.outlier.spatial.neighborhood.weighted	Weighted Neighborhood definitions
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.trivial	Trivial outlier detection algorithms: no outliers, all outliers, label outliers.
de.lmu.ifi.dbs.elki.algorithm.projection	Data projections (see also preprocessing filters for basic projections).
de.lmu.ifi.dbs.elki.algorithm.statistics	Statistical analysis algorithms.
de.lmu.ifi.dbs.elki.application.cache	Utility applications for the persistence layer such as distance cache builders.
de.lmu.ifi.dbs.elki.database	ELKI database layer - loading, storing, indexing and accessing data
de.lmu.ifi.dbs.elki.evaluation	Functionality for the evaluation of algorithms.
de.lmu.ifi.dbs.elki.evaluation.clustering	Evaluation of clustering results
de.lmu.ifi.dbs.elki.evaluation.clustering.extractor	Classes to extract clusterings from hierarchical clustering.
de.lmu.ifi.dbs.elki.evaluation.clustering.internal	Internal evaluation measures for clusterings.
de.lmu.ifi.dbs.elki.evaluation.outlier	Evaluate an outlier score using a misclassification based cost model
de.lmu.ifi.dbs.elki.result	Result types, representation and handling
de.lmu.ifi.dbs.elki.result.textwriter	Text serialization (CSV, Gnuplot, Console, ...)
de.lmu.ifi.dbs.elki.visualization	Visualization package of ELKI
de.lmu.ifi.dbs.elki.visualization.gui	Package to provide a visualization GUI
de.lmu.ifi.dbs.elki.workflow	Work flow packages, e.g., following the usual KDD model.
tutorial.clustering	Classes from the tutorial on implementing a custom k-means variation
tutorial.outlier	Tutorials on implementing outlier detection methods in ELKI.

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

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.benchmark

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.classification

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.clustering.gdbscan.parallel

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.clustering.hierarchical.extraction

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.initialization

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.clustering.kmeans.parallel

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.itemsetmining

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.itemsetmining.associationrules

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.projection

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.algorithm.statistics

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.application.cache

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.database

Class and Description
AbstractDatabase Abstract base class for database API implementations.
AbstractDatabase.Parameterizer Parameterization class.
Database Database specifies the requirements for any database implementation.
DatabaseEventManager Class to manage database events such as insertions and removals.
DatabaseEventManager.Type Types for aggregation.
HashmapDatabase Database storing data using hashtable storage, and thus allowing additional and removal of objects.
StaticArrayDatabase This database class uses array-based storage and thus does not allow for dynamic insert, delete and update operations.
UpdatableDatabase Database API with updates.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.evaluation

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.evaluation.clustering

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.evaluation.clustering.extractor

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.evaluation.clustering.internal

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.evaluation.outlier

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.result

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.result.textwriter

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.visualization

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.visualization.gui

Class and Description
UpdatableDatabase Database API with updates.

Classes in de.lmu.ifi.dbs.elki.database used by de.lmu.ifi.dbs.elki.workflow

Class and Description
Database Database specifies the requirements for any database implementation.

Classes in de.lmu.ifi.dbs.elki.database used by tutorial.clustering

Class and Description
Database Database specifies the requirements for any database implementation.

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

Class and Description
Database Database specifies the requirements for any database implementation.