Research and Development in Knowledge Discovery and Data Mining: Second Pacific-Asia Conference, PAKDD'98, Melbourne, Australia, April 15-17, 1998, Proceedings - Softcover

Inhaltsangabe

Knowledge acquisition for goal prediction in a multi-user adventure game.- Hybrid data mining systems: The next generation.- Discovering case knowledge using data mining.- Discovery of association rules over ordinal data: A new and faster algorithm and its application to basket analysis.- Effect of data skewness in parallel mining of association rules.- Trend directed learning: A case study.- Interestingness of discovered association rules in terms of neighborhood-based unexpectedness.- Point estimation using the Kullback-Leibler loss function and MML.- Single factor analysis in MML mixture modelling.- Discovering associations in spatial data - An efficient medoid based approach.- Data mining using dynamically constructed recurrent fuzzy neural networks.- CCAIIA: Clustering categorical attributes into interesting association rules.- Selective materialization: An efficient method for spatial data cube construction.- Mining market basket data using share measures and characterized itemsets.- Automatic visualization method for visual data mining.- Rough-set inspired approach to knowledge discovery in business databases.- Representative association rules.- Identifying relevant databases for multidatabase mining.- Minimum message length segmentation.- Bayesian classification trees with overlapping leaves applied to credit-scoring.- Contextual text representation for unsupervised knowledge discovery in texts.- Treatment of missing values for association rules.- Mining regression rules and regression trees.- Mining algorithms for sequential patterns in parallel : Hash based approach.- Wavelet transform in similarity paradigm.- Improved rule discovery performance on uncertainty.- Feature mining and mapping of collinear data.- Knowledge discovery in discretionary legal domains.- Scaling up the rule generation of C4.5.- Data mining based on the generalization distribution table and rough sets.- Constructing personalized information agents.- Towards real time discovery from distributed information sources.- Constructing conceptual scales in formal concept analysis.- The hunter and the hunted - Modelling the relationship between web pages and search engines.- An efficient global discretization method.- Learning user preferences on the WEB.- Using rough sets for knowledge discovery in the development of a decision support system for issuing smog alerts.- Empirical results on data dimensionality reduction using the divided self-organizing map.- Mining association rules with linguistic cloud models.- A data mining approach for query refinement.- CFMD: A conflict-free multivariate discretization algorithm.- Characteristic rule induction algorithm for data mining.- Data-mining massive time series astronomical data sets - A case study.- Multiple databases, partial reasoning, and knowledge discovery.- Design recovery with data mining techniques.- The CLARET algorithm.- LRTree: A hybrid technique for classifying myocardial infarction data containing unknown attribute values.- Modelling decision tables from data.- A classification and relationship extraction scheme for relational databases based on fuzzy logic.- Mining association rules for estimation and prediction.- Rule generalization by condition combination.

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