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Clustering Categorical data

Clustering Categorical data

von Prashanth Kumar Devarakonda und Raghu Nangunuri
Softcover - 9783659258602
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Beschreibung

Data clustering is an important technique for exploratory data analysis and has been the focus of substantial research in several domains for decades among which Sampling has been recognized as an important technique to improve the efficiency of clustering. However, with sampling applied, those points that are not sampled will not have their labels after the normal process. Although there is a straightforward approach in the numerical domain, the problem of how to allocate those unlabeled data points into proper clusters remains as a challenging issue in the categorical domain.

for exploratory data analysis

Details

Verlag LAP LAMBERT Academic Publishing
Ersterscheinung 27. September 2012
Maße 22 cm x 15 cm x 0.4 cm
Gewicht 96 Gramm
Format Softcover
ISBN-13 9783659258602
Seiten 52