Clustering Categorical data

Prashanth Kumar Devarakonda

ISBN 10: 3659258601 / ISBN 13: 9783659258602

Verlag: LAP LAMBERT Academic Publishing Sep 2012, 2012

Beschreibung

This item is printed on demand - it takes 3-4 days longer - Neuware -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. 52 pp. Englisch.

Bestandsnummer des Verkäufers 9783659258602

Bibliografische Details

• Titel: Clustering Categorical data
• Verlag: LAP LAMBERT Academic Publishing Sep 2012
• Erscheinungsjahr: 2012
• Sprache: Englisch
• ISBN-10: 3659258601
• ISBN-13: 9783659258602
• Einband: Taschenbuch
• Zustand: Neu

Über diesen Titel

Inhaltsangabe

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.

Über die Autorin bzw. den Autor

Prashanth Kumar Devarakonda completed both Masters and Bachelors program in Computer Science and Engineering in 2010 and 2005 respectively. Keen interests are in the field of Data Mining and has Eight years of work experience in that area.