Issue:Generalized net model of the applying data mining tools

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http://ifigenia.org/wiki/issue:iwgn-2009-22-26

Title of paper: Generalized net model of the applying data mining tools Author(s): Daniela Orozova Burgas Free University orozova@bfu.bg Evdokia Sotirova “Prof. Asen Zlatarov” University, Bourgas 8010, Bulgaria esotirova@btu.bg 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: Issue:A generalized net model of the process of decision tree construction ‎ (← links) The list of publications, citing this article may be empty or incomplete. If you can provide relevant data, please, write on the talk page.