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David R Swinburne

An Investigation into the Use of a Neural Tree Classifier for Knowledge Discovery in OLAP Databases

Ebook (EPUB Format)

Modern OLAP platforms are capable of creating databases terabytes in size and present a significant challenge to the analyst with the goal of knowledge discovery. Artificial neural networks represent an aspect of machine learning that offers promise in this area. A neural map can learn to identify patterns in data of high dimensionality and a specific type of neural map, a neural tree classifier, can provide a hierarchical classification of the patterns identified. The investigation begins with a comparison of two neural tree classifiers and continues by illustrating how their application can allow the identification of multi-dimensional a… Mehr

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Produktdetails


  • ISBN: 978-1-4476-8628-6
  • EAN: 9781447686286
  • Produktnummer: 34904776
  • Verlag: Lulu.com
  • Sprache: Englisch
  • Erscheinungsjahr: 2011
  • Plattform: EPUB
  • Masse: 8'288 KB

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