This book constitutes the refereed proceedings of the Second Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD-98, held in Melbourne, Australia, in April 1998. The book presents 30 revised full papers selected from a total of 110 submissions; also included are 20 poster presentations. The papers contribute new results to all current aspects in knowledge discovery and data mining on the research level as well as on the level of systems development. Among the areas covered are machine learning, information systems, the Internet, statistics, knowledge acquisition, data visualization, software reengineering, and knowledge based systems.
Les mer
This book constitutes the refereed proceedings of the Second Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD-98, held in Melbourne, Australia, in April 1998.
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 legaldomains.- 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.
Les mer
Springer Book Archives
Springer Book Archives
GPSR Compliance
The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this.
If you have any concerns about our products you can contact us on ProductSafety@springernature.com.
In case Publisher is established outside the EU, the EU authorized representative is:
Springer Nature Customer Service Center GmbH
Europaplatz 3
69115 Heidelberg, Germany
ProductSafety@springernature.com
Les mer
Produktdetaljer
ISBN
9783540643838
Publisert
1998-04-08
Utgiver
Vendor
Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, UP, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Heftet