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Frontiers of Engineering: Reports on Leading-Edge by National Academy of Engineering, National Research Council

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By National Academy of Engineering, National Research Council

Stories from the newest nationwide learn Council and nationwide Academy of Engineering Symposium, entitled 'Frontiers in Engineering,' held September 14-16, 2000, in Irvine, CA. Discusses the adjustments occurring in engineering at the present time, the hot applied sciences and concepts being constructed, and what the long run will carry for the following new release of engineers. Softcover.

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Pregibon, and R. Uthurusamy, eds. : AAAI Press. com. Data Mining and Visualization 39 Cleveland, W. S. 1993. Visualizing Data. : Hobart Press. Dhar, V. 1997. Seven Methods for Transforming Corporate Data into Business Intelligence. New York: Prentice–Hall. Dietterich, T. G. 1997. Machine-learning research: Four current directions. AI Magazine 18(4):97–136. Dietterich, T. , and J. W. Shavlik, eds. 1990. Readings in Machine Learning. San Francisco: Morgan Kaufmann. Duda, R. , P. E. Hart, and D. G.

One of the greatest challenges we face today is making sense of all these data. Data mining—or knowledge discovery—is the process of identifying new patterns and insights in data, whether for understanding the human genome in 30 Data Mining and Visualization 31 order to develop new drugs, for discovering new patterns in recent census data in order to warn about hidden trends, or for understanding your customers better at an electronic webstore in order to provide a personalized one-to-one experience.

New York: John Wiley & Sons. , K. Thearling, and S. J. Smith. 1999. Building Data Mining Applications for CRM. New York: McGraw-Hill. Bishop, C. M. 1996. Neural Networks for Pattern Recognition. New York: Oxford University Press. Breiman, L. 1996. Bagging predictors. Machine Learning 24:123–140. , J. H. Friedman, R. A. Olshen, and C. J. Stone. 1984. Classification and Regression Trees. : Wadsworth International Group. , J. Kelly, and R. Kohavi. 1997. MineSet: An integrated system for data mining.

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