Advances in Knowledge Discovery and Data Mining: 7th Pacific-Asia Conference, PAKDD 2003. Seoul, Korea, April 30 - May 2, 2003, Proceedings
Kyu-Young Whang, Jongwoo Jeon, Kyuseok Shim, Jaideep Srivatava
Springer, Jul 29, 2003 - Database management - 610 pages
This book constitutes the refereed proceedings of the 7th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2003, held in Seoul, Korea in April/Mai 2003. The 38 revised full papers and 20 revised short papers presented together with two invited industrial contributions were carefully reviewed and selected from 215 submissions. The papers are presented in topical sections on stream mining, graph mining, clustering, text mining, Bayesian networks, association rules, semi-structured data mining, classification, data analysis, and feature selection.
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Industrial Papers Invited
Trends and Challenges in the Industrial Applications of KDD
Mining Freqeunt Episodes for Relating Financial Events
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AdaBoost analysis applied approach Apriori Apriori algorithm association rules attributes Bayesian Bayesian network Berlin Heidelberg 2003 candidate cells classification clustering algorithm clustering method Computer Conf constraints construction correlation data mining database dataset decision boundary decision tree defined dendrogram denoted density dimensionality document classification documents domain edge efficient evaluation event types example experiments extraction feature frequent itemsets frequent patterns function fuzzy genetic algorithm hierarchical hyperedge interactions Knowledge Discovery label layout graphs LNAI Machine Learning membership functions minimum support neighbors node objects optimal outliers pair PAKDD paper parameters partition pattern mining perceptron performance prediction problem Proc proposed protein pruning reachability plot represents sample segment selected sequential patterns similarity spatial Srivatava Eds step subgraph subset suffix trees Table tag tree pattern technique threshold transaction update variable variance vector vertex Website topology weighted window workflow