IndexBrowse   BibliographiesMy selection
 Search: in   (word length ≥ 3)
Reference no #1119   Download bibtex file Type :   Html | Bib | Both
    Created: 2007-12-12 11:31:21
1119 Add to my selection
      AUTHOR = {Prescher, Detlef},
      TITLE = {Novel Properties and Well-Tried Performance of EM-Based Multivariate Clustering},
      YEAR = {2001},
      BOOKTITLE = {Proceedings of the EuroConference on Recent Advances in Natural Language Processing (RANLP-01), September 5-7},
      PAGES = {216-222},
      ADDRESS = {Tzigov Chark, Bulgaria},
      URL = {},
      ABSTRACT = {We present three novel properties for EM-based multivariate clustering: simplified re-estimation formulas, a simple pruning technique, and a novel invariance property preserving the characteristics of the given empirical distribution. Evaluation on two tasks shows: EM-based multivariate clustering models require only twice the storage space of the original sample, and these models yield reliable estimates for unknown data. Moreover we refer to selected experiments showing that EM-based multivariate clustering improves several real-world applications.},
      ANNOTE = {COLIURL : Prescher:2001:NPW.pdf}
Last modified: Thu October 16 2014 19:11:34         BibAdmin