Advances in Intelligent Data Analysis. Reasoning about Data: Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings

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Xiaohui Liu, Paul Cohen, Michael R. Berthold
Springer, Aug 22, 1997 - Mathematical statistics - 621 pages
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This book constitutes the refereed proceedings of the Second International Symposium on Intelligent Data Analysis, IDA-97, held in London, UK, in August 1997. The volume presents 50 revised full papers selected from a total of 107 submissions. Also included is a keynote, Intelligent Data Analysis: Issues and Opportunities, by David J. Hand. The papers are organized in sections on exploratory data analysis, preprocessing and tools; classification and feature selection; medical applications; soft computing; knowledge discovery and data mining; estimation and clustering; data quality; qualitative models.

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Contents

Decomposition of Heterogeneous Classification Problems
17
Managing Dialogue in a Statistical Expert Assistant with a Cluster
29
How to Find BigOh in Your Data Set and How Not to
41
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