Alternative Clustering in Subspace Projections

by Ines Färber
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Ines Färber Alternative Clustering in Subspace Projections
Ines Färber - Alternative Clustering in Subspace Projections

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Description

Modern storage systems allow to capture data in its full complexity. As implication for the data mining task of clustering, multiple, alternative, and valid clusterings can be identified for a single dataset. A second observation is that clustering based on all attributes, in the full-space, is futile, but valuable cluster patterns can be found for subsets of attributes. This thesis contributes novel methods for detecting multiple, alternative clusterings in subspace projections of the data.

Contributors

Author:
Ines Färber

Further information

Language:
English
Number of Pages:
314
Media Type:
Book
Publisher:
Apprimus Verlag

Master Data

Product Type:
Paperback book
Release date:
18 November 2015
Package Dimensions:
0.209 x 0.148 x 0.019 m; 0.485 kg
GTIN:
09783863593681
DUIN:
7LIE93KCHL6
Manufacturer Part Number:
44111171
£25.89
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