Pattern Recognition Algorithms for Data Mining
Scalability, Knowledge Discovery and Soft Granular Computing
Pattern Recognition Algorithms for Data Mining addresses pattern recognition (PR) tasks in a unified framework with both theoretical and experimental results. Tasks covered include data condensation, feature selection, case generation, clustering/classification, and rule generation and evaluation. Organized into eight chapters, the book begins by introducing PR, data mining, and knowledge discovery concepts. The authors proceed to analyze the tasks of multi-scale data condensation and dimensionality reduction. Then they explore the problem of learning with support vector machine (SVM), and conclude by highlighting the significance of granular…
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Produktdetails
Weitere Autoren: Mitra, Pabitra
- ISBN: 978-1-58488-457-6
- EAN: 9781584884576
- Produktnummer: 1531510
- Verlag: Taylor and Francis
- Sprache: Englisch
- Erscheinungsjahr: 2004
- Seitenangabe: 280 S.
- Masse: H23.4 cm x B15.6 cm 680 g
- Abbildungen: Farb., s/w. Abb.
- Gewicht: 680
Über den Autor
Pal, Sankar K.; Mitra, Pabitra
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