Overview

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.

Full Product Details

Author:   Yahiko Kambayashi ,  Werner Winiwarter ,  Masatoshi Arikawa
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2001 ed.
Volume:   2114
Dimensions:   Width: 15.50cm , Height: 1.90cm , Length: 23.50cm
Weight:   1.170kg
ISBN:  

9783540425533

ISBN 10:   3540425535
Pages:   366
Publication Date:   27 August 2001
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Postgraduate, Research & Scholarly
Format:   Paperback
Publisher's Status:   Active
Availability:   Awaiting stock  
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Table of Contents

Invited Talk.- Knowledge Management in Heterogeneous Data Warehouse Environments.- Association Rules (1).- Mining Generalized Association Rules with Multiple Minimum Supports.- A Theoretical Framework for Association Mining based on the Boolean Retrieval Model.- 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 Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances Extended Abstract.- Ensemble Feature Selection Based on the Contextual 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 Web 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 Objects.- Development of Data Warehouses.- Prototyping Data Warehouse Systems.- Information Warehouse for Medical Research.- Risk-Management for Data Warehouse Systems.- Maintenance of Data Warehouses.- PVM: Parallel View Maintenance under Concurrent Data Updates of Distributed Sources?.- An Experimental Performance Evaluation of Incremental Materialized View Maintenance in Object Databases.- Managing Time Consistency for Active Data Warehouse Environments.- OLAP (1).- Optimization Algorithms for Simultaneous Multidimensional Queries in OLAP Environments.- Improving the Performance of OLAP Queries Using Families of Statistics Trees.- Changes of Dimension Data in Temporal Data Warehouses.- OLAP (2).- Determining the Convex Hull in Large Multidimensional Databases.- Shared Index Scans for Data Warehouses.- Adaptable Similarity Search Using Vector Quantization.- Distributed Data Warehouses.- A Framework for Supporting Interoperability of Data Warehouse Islands Using XML.- Fragtique: Applying an OO Database Distribution Strategy to Data Warehouse.- Approximate Query Answering Using Data Warehouse Striping.

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