Density Estimation over Data Streams

A growing number of real-world applications share the property that they have to deal with transient data arriving in massive volumes, so-called data streams. The characteristics of these data streams render their analysis by means of conventional techniques extremely difficult, in the majority of c...

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Bibliographic Details

Main Author:	Heinz, Christoph
Contributors:	Seeger, Bernhard (Prof. Dr.) (Thesis advisor)
Format:	Doctoral Thesis
Language:	English
Published:	Philipps-Universität Marburg 2007
Subjects:	Dichteschätzung Nichtparametrische Statistik Nonparametric Statistics Stream Mining Datenstrom Informatik Data Mining Density Estimation Data processing Computer science
Online Access:	PDF Full Text
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