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Grade models and methods for data analysis : with applications for the analysis of data populations

Author: Teresa Kowalczyk; Elżbieta Pleszczyńska; Frederick Ruland
Publisher: Berlin ; New York : Springer, ©2004.
Series: Studies in fuzziness and soft computing, v. 151.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:
"This book provides a new grade methodology for intelligent data analysis. It introduces a specific infrastructure of concepts needed to describe data analysis models and methods. This monograph is the only book presently available which covers both the theory and application of grade data analysis. It focuses on the needs of researchers, students, and applied practitioners. The text is illustrated through examples  Read more...
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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Teresa Kowalczyk; Elżbieta Pleszczyńska; Frederick Ruland
ISBN: 3540211209 9783540211204
OCLC Number: 54803679
Description: ix, 477 pages : illustrations ; 24 cm.
Contents: 1. Grade data analysis : a first look / F. Ruland --
2. The grade approach / F. Ruland --
3. Univariate Lilliputian model I / T. Kowalczyk and W. Szczesny --
4. Univariate Lilliputian model II / T. Kowalczyk, E. Pleszczynska and W. Szczesny --
5. Asymmetry and the inverse concentration set / A. Ciok --
6. Discretization and regularity / A. Ciok --
7. Preliminary concepts of bivariate dependence / T. Kowalczyk and W. Szszesny --
8. Dependence Lilliputian model / T. Kowalczyk, W. Szczesny and W. Wysocki --
9. Grade correspondence analysis and outlier detection / O. Matyja and W. Szczesny --
10. Cluster analysis based on GCA / A. Ciok --
11. Regularity and the number of clusters / A. Ciok --
12. Grade approach to the analysis of finite data matrices / W. Szczesny --
13. Inequality measures for multivariate distributions / W. Szczesny --
14. Case studies with multivariate data / W. Szczesny and M. Grzegorek --
15. The GradeState program / O. Matyja.
Series Title: Studies in fuzziness and soft computing, v. 151.
Responsibility: Teresa Kowalczyk, Elżbieta Pleszczyńska, Frederick Ruland, eds.
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Abstract:

This book provides a new grade methodology for intelligent data analysis. This monograph is the only book presently available covering both the theory and application of grade data analysis and  Read more...

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