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