Advances in Intelligent Data Analysis. Reasoning about Data: Second International Symposium, IDA-97, London, UK, August 4-6, 1997, Proceedings, Volume 2
Springer Science & Business Media, Jul 23, 1997 - Business & Economics - 620 pages
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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Abstract accuracy Advances in Intelligent applied approach Artificial Intelligence Artificial Neural Networks attribute values Berlin Heidelberg 1997 Berthold Eds classification clustering complex concept constructive induction cross-validation data mining data set database decision tree Defect defined described diagnosis discovery distribution draw ill endgame error rate estimate evaluation example experiments extracted functional links fuzzy fuzzy clustering fuzzy sets genetic algorithms Gibbs Sampling graph heuristic hidden units hypothesis IEEE ill ill ill ill o draw implemented input Intelligent Data Analysis linear Ltree Machine Learning measure meta-reasoning methods Mill's methods monitoring neural networks node noise object operations optimal outliers output parameters partition patient patterns performance possible probability problem Proceedings prototype pruning query random regression relation representation rules sample selection sequence space Springer-Verlag Berlin Heidelberg statistical strategy string structure subset Table techniques training set tuples types variables