tailieunhanh - Data Mining and Knowledge Discovery Handbook, 2 Edition part 63

Data Mining and Knowledge Discovery Handbook, 2 Edition part 63. Knowledge Discovery demonstrates intelligent computing at its best, and is the most desirable and interesting end-product of Information Technology. To be able to discover and to extract knowledge from data is a task that many researchers and practitioners are endeavoring to accomplish. There is a lot of hidden knowledge waiting to be discovered – this is the challenge created by today’s abundance of data. Data Mining and Knowledge Discovery Handbook, 2nd Edition organizes the most current concepts, theories, standards, methodologies, trends, challenges and applications of data mining (DM) and knowledge discovery. | 600 Noa Ruschin Rimini and Oded Maimón On the next phase of the research we plan to further develop the proposed scheme which is based on fractal representation to account for online changes in monitored processes. We plan to suggest a novel type of online interactive SPC chart that enables a dynamic inspection of non-linear state dependant processes. The presented algorithmic framework is applicable for many practical domains for example visual analysis of the affect of operation sequence on product quality See Ruschin-Rimini et al. 2009 visual analysis of customers action history visual analysis of products defect codes history and more. The developed application was utilized by the General Motors research labs located in Bangalore India for visual analysis of vehicle failure history. References Arbel R. and Rokach L. Classifier evaluation under limited resources Pattern Recognition Letters 27 14 1619-1631 2006 Elsevier. Barnsley M. Fractals Everywhere Academic Press Boston 1988 Barnsley M. Hurd L. P. Fractal Image Compression A. K. Peters Boston 1993 Cohen S. Rokach L. Maimon O. Decision Tree Instance Space Decomposition with Grouped Gain-Ratio Information Science Volume 177 Issue 17 pp. 3592-3612 2007. Da Cunha C. Agard B. and Kusiak A. Data mining for improvement of product quality International Journal of Production Research 44 18-19 pp. 4027-4041 2006 Falconer K. Techniques in Fractal geometry John Wiley Sons 1997 Jeffrey H. J. Chaos game representation of genetic sequences Nucleic Acids Res. vol. 18 pp. 2163-2170 1990 Keim D. A. Information Visualization and Visual Data mining IEEE Transactions of Visualization and Computer Graphics Vol. 7 No. 1 pp. 100-107 2002 Maimon O. and Rokach L. Data Mining by Attribute Decomposition with semiconductors manufacturing case study in Data Mining for Design and Manufacturing Methods and Applications D. Braha ed. Kluwer Academic Publishers pp. 311-336 2001. Moskovitch R Elovici Y Rokach L Detection of unknown computer .