| Title of paper:
|
Generalized net model of the applying data mining tools
|
| Author(s):
|
|
| Presented at:
|
10th IWGN, Sofia, 5 December 2009
|
| Published in:
|
Conference proceedings, pages 22—26
|
| Download:
|
 PDF (137 Kb, File info)
|
| Abstract:
|
In the paper is constructed a Generalized Net (GN) model of the applying data mining tools, which provides a compact representation of the discovered patterns and allows the model application to new amounts of data. The opportunity of using GNs as a tool for modeling such processes is analyzed as well.
|
| Keywords:
|
Data mining, Generalized nets
|
| References:
|
- Atanassov, K. (2007) On Generalized Nets Theory, Academic Publishing House “Prof. M. Drinov”, Sofia.
- Atanassov, K. Generalized Nets, World Scientific. Singapore, New Jersey, London, 1991
- Chattamvelli, Data Mining Methods, Narosa Book Distributors, Pvt, Ltd, 2008.
- Ian Witten and Eibe Frank, Data Mining: Practical Machine Learning Tools and Techniques, 2nd Edition, Morgan Kaufmann, ISBN 0120884070, 2005.
- K. Cios, W. Pedrycz, R. Swiniarski, L. Kurgan, Data Mining: A Knowledge Discovery Approach, Springer, ISBN: 978-0-387-33333-5, 2007.
- Mark Hornick, Erik Marcade, Sunil Venkayala, Java data mining: strategy, standard, and practice, A practical Guide for Architecture, Design, and Implementation, 2006.
- Pete Chapman, Julian Clinton, Randy Kerber, Thomas Khabaza, Thomas Reinartz, Colin Shearer, Rüdiger Wirth, CRISP-DM 1.0, Step-by-step data mining guide, SPSS Inc. (USA) and OHRA Verzekeringen en Bank Groep B.V (The Netherlands), 2000.
- Sumathi, S., S.N. Sivanandam, Introduction to Data Mining Principles and its Applications, Studies in Computational Intelligence, Springer, Vol. 29, 2006.
- Sotirova, E., D. Orozova Generalized net model of the phases of the data mining process, Developments in Fuzzy Sets, Intuitionistic Fuzzy Sets, Generalized Nets and Related Topics. Foundations and Applications, 2009 (in press)
- Winston, P. Artificial Intelligence. Reading MA, Addison-Wesley, 1977.
|
| Citations:
|
The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.
|
|
