Seminar Title :

Validation and Verification Data Mining systems

    References :

[1] S. P. Deshpande and V. M. Thakare, “Data mining system and applications: A review,” International Journal of Distributed and Parallel systems (IJDPS), vol. 1, no. 1, pp. 32–44, 2010.

[2] L. A. Kurgan and P. Musilek, “A survey of Knowledge Discovery and Data Mining process models,” Knowledge Engineering Review, vol. 21, no. 1, pp. 1–24, 2006.

[3] I. N. M. Shaharanee, T. S. Dillon, and F. Hadzic, “Ascertaining Data Mining Rules Using Statistical Approaches,” International Symposium on Computing, Communication, and Control (ISCCC 2009), 2009.

[4] M. Halkidi and M. Vazirgiannis, “Quality Assessment Approaches in Data Mining,” Data Mining and Knowledge Discovery Handbook, pp. 613–639, 2010.

[5] V. Devedzic, “Knowledge discovery and data mining in databases,” Fon-School of Business Administration, University of Belgrade, Yugoslavia, 2002.

[6] K. McGarry, “A survey of interestingness measures for knowledge discovery,” The knowledge engineering review, vol. 20, no. 01, pp. 39–61, 2005.

[7] J. Han and M. Kamber, Data mining: concepts and techniques. Morgan Kaufmann, 2006.

[8] G. Wets, J. Vanthienen, C. Mues, and H. Timmermans, “Extracting complete and consistent knowledge patterns from data,” Sixth International Conference on Principles of Knowledge Representation and Reasoning: V&V Workshop, Trento, Italy, 1998, pp. 1613–0073.

[9] M. L. Owoc and V. Galant, “Validation of Rule-Based Systems Generated by Classification Algorithms,” The Information Systems Development Conference, Bled.

[10] I. Kopanakis and B. Theodoulidis, “Visual data mining modeling techniques for the visualization of mining outcomes,” Journal of Visual Languages & Computing, vol. 14, no. 6, pp. 543–589, 2003.

[11] R. Knauf, A. J. Gonzalez, and T. Abel, “A framework for validation of rule-based systems,” Systems, Man, and Cybernetics, Part B: Cybernetics, IEEE Transactions on, vol. 32, no. 3, pp. 281–295, 2002.

[12] K. P. Jantke, “Towards validation of data mining systems,” Proc. 5. Leipziger Informatik-Tage, pp. 101–109, 1997.

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