Lecture Notes in Computer Science

Second International Conference, DaWaK 2000 London, UK, September 4-6, 2000 Proceedings

By: Yahiko Kambayashi (Editor), Mukesh Mohania (Editor), A Min Tjoa (Editor)

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Paperback | 25 August 2000

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The Second International Conference on Data Warehousing and Knowledge Discovery (DaWaK 2000) was held in Greenwich, UK 4-6 September. DaWaK 2000 was a forum where researchers from data warehousing and knowledge discovery disciplines could exchange ideas on improving next generation decision support and data mining systems. The conference focused on the logical and physical design of data warehousing and knowledge discovery systems. The scope of the papers covered the most recent and relevant topics in the areas of data warehousing, multidimensional databases, OLAP, knowledge discovery and mining complex databases. These proceedings contain the technical papers selected for presentation at the conference. We received more than 90 papers from over 20 countries and the program committee finally selected 31 long papers and 11 short papers. The conference program included three invited talks, namely, "A Foolish Consistency: Technical Challenges in Consistency Management" by Professor Anthony Finkelstein, University College London, UK; "European Plan for Research in Data Warehousing and Knowledge Discovery" by Dr. Harald Sonnberger (Head of Unit A4, Eurostat, European Commission); and "Security in Data Warehousing" by Professor Bharat Bhargava, Purdue University, USA.

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Data Warehouse Design
The Design and Development of a Logical System for OLAP	p. 1
Applying Vertical Fragmentation Techniques in Logical Design of Multidimensional Databases Golfarelli M.	p. 11
Space-Efficient Data Cubes for Dynamic Environments	p. 24
On Making Data Warehouses Active	p. 34
Materialized Views
Supporting Hot Spots with Materialized Views	p. 47
Evaluation of Materialized View Indexing in Data Warehousing Environments	p. 57
View Derivation Graph with Edge Fitting for Adaptive Data Warehousing	p. 67
On the Importance of Tuning in Incremental View Maintenance: An Experience Case Study	p. 77
Warehouse Data Creation and Maintenance
BEDAWA - A Tool for Generating Sample Data for Data Warehouses	p. 83
DyDa: Dynamic Data Warehouse Maintenance in a Fully Concurrent Environment	p. 94
Scalable Maintenance of Multiple Interrelated Data Warehousing Systems	p. 104
View Maintenance for Hierarchical Semistructured Data	p. 114
Maintaining Horizontally Partitioned Warehouse Views	p. 126
Invited Talk
Funding Research in Data Warehousing and Knowledge Discovery EPROS: The European Plan for Research in Official Statistics	p. 134
Warehouse Views Selection and Evolution
Elimination of Redundant Views in Multidimensional Aggregates	p. 146
Data Cube Compression with QuantiCubes	p. 162
History-Driven View Synchronization	p. 168
A Logical Model for Data Warehouse Design and Evolution	p. 178
OLAP System Design and Query Analysis
An Alternative Relational OLAP Modeling Approach	p. 189
Functional Dependencies in Controlling Sparsity of OLAP Cubes	p. 199
An OLAP-based Scalable Web Access Analysis Engine	p. 210
PROMISE: Predicting Query Behavior to Enable Predictive Caching Strategies for OLAP Systems	p. 224
OLAP Query Evaluation
Supporting Online Queries in ROLAP	p. 234
Optimal Multidimensional Query Processing Using Tree Striping	p. 244
Enhancing Preprocessing in Data-Intensive Domains using Online-Analytical Processing	p. 258
Meta-queries - Computation and Evaluation	p. 265
Partitioning Algorithms for the Computation of Average Iceberg Queries	p. 276
Invited Talk
Security in Data Warehousing	p. 287
Association Rules
Mining of Association Rules in Text Databases Using Inverted Hashing and Pruning	p. 290
SQL Based Association Rule Mining Using Commercial RDBMS (IBM DB2 UBD EEE)	p. 301
On Supporting Interactive Association Rule Mining	p. 307
Temporal Association Rules
Discovering Temporal Patterns for Interval-Based Events	p. 317
An Integrated Query and Mining System for Temporal Association Rules	p. 327
Mining Changes for Real-Life Applications	p. 337
AIM: Approximate Intelligent Matching for Time Series Data	p. 347
Mining Complex Databases
Cofe: A Scalable Method for Feature Extraction from Complex Objects	p. 358
The Pruning Power: Theory and Heuristics for Mining Databases with Multiple k-Nearest-Neighbor Queries	p. 372
Data Mining Support in Database Management Systems	p. 382
Decision Trees for Probabilistic Data	p. 393
Mining Frequent Binary Expressions	p. 399
A Fast Algorithm for Hierarchical Text Classification	p. 409
A Hybrid Technique for Data Mining on Balance-Sheet Data	p. 419
Mondou: Information Navigator with Visual Interface	p. 425
Vmhist: Efficient Multidimensional Histograms with Improved Accuracy	p. 431
Author Index	p. 437
Table of Contents provided by Publisher. All Rights Reserved.

Lecture Notes in Computer Science

Second International Conference, DaWaK 2000 London, UK, September 4-6, 2000 Proceedings

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