Package de.aitools.dm.clustering.algorithms

Interface Summary

DBScan.DBScanConfiguration	TODO
DBScan.DBScanGraphKneeDetector	TODO

Class Summary

AClusterer
AGraphClusterer
ASoftClusterer
DBScan	This class is experimental at best.
HACTests	Static tests for HAC-Algorithms using Dendrogram.
HighRecallClusterer
KMeans	This class clusters Vectors using the KMeans algorithm.
KNNHAC	Class for clustering Vectors using the Hierarchical Agglomerative Clustering algorithm (EfficientHAC) described in Introduction to Information Retrieval .
MajorClust	@INPROCEEDINGS{stein:1999d, ADDRESS = {Berlin Heidelberg New\,York}, AUTHOR = {Benno Stein and Oliver Niggemann}, BOOKTITLE = {{Graph-Theoretic Concepts in Computer Science}}, EDITOR = {Peter Widmayer and Gabriele Neyer and Stefan Eidenbenz}, ISBN = {3-540-66731-8}, MONTH = jun, PAGES = {122-134}, PUBLISHER = {Springer}, SERIES = {Lecture Notes in Computer Science}, SITE = {25th International Workshop on Graph Theoretic Concepts in Computer Science (WG 99), Ascona}{, Switzerland}, TITLE = {{On the Nature of Structure and its Identification}}, VOLUME = {1665 LNCS}, YEAR = {1999} }
MajorClustStorageEfficient	@INPROCEEDINGS{stein:1999d, ADDRESS = {Berlin Heidelberg New\,York}, AUTHOR = {Benno Stein and Oliver Niggemann}, BOOKTITLE = {{Graph-Theoretic Concepts in Computer Science}}, EDITOR = {Peter Widmayer and Gabriele Neyer and Stefan Eidenbenz}, ISBN = {3-540-66731-8}, MONTH = jun, PAGES = {122-134}, PUBLISHER = {Springer}, SERIES = {Lecture Notes in Computer Science}, SITE = {25th International Workshop on Graph Theoretic Concepts in Computer Science (WG 99), Ascona}{, Switzerland}, TITLE = {{On the Nature of Structure and its Identification}}, VOLUME = {1665 LNCS}, YEAR = {1999} }
SLink	A algorithm for the single link hierarchical clustering method.
TestDBScan
TestKMeans
TestKNNHAC	EXAMPLE_DATA is taken from: Tan Pang-Ning, Steinbach Michael, Kumar Vipin (2006). Introduction to Data Mining. Pearson Education, Boston, MA. BibTeX:
TestMajorClust	TODO Describe TestMajorClust
TestMajorClustStorageEfficient
TestSLink	EXAMPLE_DATA is taken from: Tan Pang-Ning, Steinbach Michael, Kumar Vipin (2006). Introduction to Data Mining. Pearson Education, Boston, MA. BibTeX: