A New Measure for Clustering Model Selection: Automatic Detection of the Number of Clusters in a Data Set - Softcover

McCrosky, Jesse

 
9783838323978: A New Measure for Clustering Model Selection: Automatic Detection of the Number of Clusters in a Data Set
Softcover
ISBN 10: 3838323971 ISBN 13: 9783838323978
Verlag: LAP Lambert Academic Publishing, 2009

Inhaltsangabe

Typical k-means clustering procedures require a priori knowledge of the number of clusters in the data set. This value can be very difficult to ascertain. Existing heuristic methods work in some cases, but are rarely very reliable. Herein, a new method for determining the number of k-means clusters in a given data set is presented. The algorithm is developed from its theoretical basis and its implementation is examined and compared to existing solutions.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Jesse McCrosky, M.Math completed his Master''s Degree in Computer Science at the University of Waterloo. He is currently pursuing a Ph.D. in Community Health and Epidemiology at the University of Saskatchewan and working for Statistics Canada as a Research Data Centre Analyst.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
LAP Lambert Academic Publishing
Erscheinungsdatum
2009
Sprache
Englisch
ISBN 10 
3838323971
ISBN 13 
9783838323978
Einband
Taschenbuch
Anzahl der Seiten
68
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Deutschland