Paper Title:
Research on NMF Based Hierarchical Clustering Methods
  Abstract

LSI based hierarchical agglomerative clustering algorithm is studied. Aiming to the problems of LSI based hierarchical agglomerative clustering method, NMF based hierarchical clustering method is proposed and analyzed. Two ways of implementing NMF based method are introduced. Finally the result of two groups of experiment based on the TanCorp document corpora show that the method proposed is effective.

  Info
Periodical
Key Engineering Materials (Volumes 439-440)
Edited by
Yanwen Wu
Pages
1306-1311
DOI
10.4028/www.scientific.net/KEM.439-440.1306
Citation
F. Li, Q. X. Zhu, "Research on NMF Based Hierarchical Clustering Methods", Key Engineering Materials, Vols. 439-440, pp. 1306-1311, 2010
Online since
June 2010
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Price
$32.00
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