Advances in Intelligent Data Analysis: 4th International by Elizabeth Bradley, Nancy Collins, W. Philip Kegelmeyer PDF

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By Elizabeth Bradley, Nancy Collins, W. Philip Kegelmeyer (auth.), Frank Hoffmann, David J. Hand, Niall Adams, Douglas Fisher, Gabriela Guimaraes (eds.)

ISBN-10: 3540425810

ISBN-13: 9783540425816

This e-book constitutes the refereed lawsuits of the 4th foreign convention on clever info research, IDA 2001, held in Cascais, Portugal, in September 2001.
The 37 revised complete papers offered have been rigorously reviewed and chosen from a complete of just about one hundred fifty submissions. All present facets of this interdisciplinary box are addressed; the components lined contain facts, synthetic intelligence, neural networks, computer studying, info mining, and interactive dynamic info visualization.

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2. P. Bosc, O. Pivert and L. Ughetto, On Data Summaries Based on Gradual Rules, in LNCS, vol. 1625, Springer-Verlag, 1999. 3. S. Chen, J. S. Yu, Data Mining: An Overview from a Database Perspective, in IEEE TKDE, 8(6):866-883, 1996. 4. C. M. Medina, O. A. Vila, Data Summarization with Linguistic Labels: A Loss Less Decomposition Approach, in Proc. of IFSA, 1997. 5. D. Dubois and H. Prade, Fuzzy sets in data summaries - Outline of a new approach, in Proc. of IPMU, Granada (Spain), pp 1035-1040, 2000.

Of Applied Mathematics and Computer Science, 2000. 7. M. Kamber, J. Han and J. Y. Chiang, Metarule-Guided Mining of MultiDimensional Association Rules, in KDD, 1997. 8. A. Laurent, B. Bouchon-Meunier, A. Doucet, S. Gan¸carski and C. Marsala, Fuzzy Data Mining from Multidimensional Databases, in Studies in Fuzziness and Soft Computing, 54:278-283, Springer-Verlag, 2000. 9. A. Laurent, De l’OLAP Mining au F-OLAP Mining, in Proc. of Extraction et Gestion des Connaissances, vol. 1, pp 189-200, Hermes, 2001.

G. Raschia and N. Mouaddib, Evaluation de la qualit´e des partitions de concepts dans un processus de r´esum´es de bases de donn´ees, in LFA’00, C´epadu`es Editions, pp 297-305, 2000. 11. H. Zhu, On-Line Analytical Mining of Association Rules, Master’s Degree Thesis, Simon Fraser University, 1998. O. Box 450 Stn. ca Abstract. Re-Sampling methods are some of the different types of approaches proposed to deal with the class-imbalance problem. Although such approaches are very simple, tuning them most effectively is not an easy task.

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Advances in Intelligent Data Analysis: 4th International Conference, IDA 2001 Cascais, Portugal, September 13–15, 2001 Proceedings by Elizabeth Bradley, Nancy Collins, W. Philip Kegelmeyer (auth.), Frank Hoffmann, David J. Hand, Niall Adams, Douglas Fisher, Gabriela Guimaraes (eds.)


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