Data Warehousing and Knowledge Discovery PDF下载

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内容简介

This book constitutes the refereed proceedings of the Third International Conference on Data Warehousing and Knowledge Discovery, DaWaK 2001, held in Munich, Germany in September 2001. The 33 revised full papers presented together with one invited paper were carefully reviewed and selected from more than 90 submissions. The papers are organized in topical sections on association rules, mining temporal patterns, data mining techniques, collaborative filtering and Web mining, visualization and matchmaking, development of data warehouses, maintenance of data warehouses, OLAP, and distributed data warehouses.

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Data Warehousing and Knowledge Discovery PDF下载

Invited Talk
 Knowledge Management in Heterogeneous Data Warehouse Environments
Association Rules(1)
 Mining Generalized Association Rules with Multiple Minimum Supports
 A Theoretical Frmanework for Association Mining Based on the Boolean
 Mining Inter-transactional Association Rules:Generalization and Empirical 
 Evaluation
 On the Equivalence of Top-Down and Bottom-Up Data Mining in Relational Databases
Association Rules(2)
 Monitoring Change in Mining Results
 Discovering Knowledge from Meteorological Databases:A Meteorological Aviation 
 Forecast Study
 Enhancing the Apriori Algorithm for Frequent Set Counting
Mining Temporal Patterns
 Mining Cyclically Repeated Patterns
 Development of Automated Data Mining System for Quality Control in Manufacturing
Data Mining Techniques
 FastFDs:A Heruistic-Driven,Depth-First Algorithm for Mining Functional 
 Dependencies from Relation Instances
 Ensemble Feature Selection Based on the Contxtual Merit
 Interactive Clustering for Transaction Data
Collaborative Filtering and Web Mining
 A New Approach for Item Choice Recommendations
 RecTree:An Efficient Collaborative Filtering Method
 Discovering Web Document Associations for Site Summarization
Visualization and Matchmaking
 Data Visualization and Analysis with Self-Organizing Maps in Learning Metrics
 Towards a Novel OLAP Interface for Distributed Data Warehouses
 Matchmaking for Structured Obiects
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