Data Warehousing and Knowledge Discovery: Second International Conference, DaWaK 2000 London, UK, September 4-6, 2000 Proceedings

Voorkant
Yahiko Kambayashi, Mukesh Mohania, A Min Tjoa
Springer, 15 mei 2003 - 440 pagina's
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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Inhoudsopgave

The Design and Development of a Logical System for OLAP
1
Applying Vertical Fragmentation Techniques in Logical Design of Multidimensional Databases
11
SpaceEfficient Data Cubes for Dynamic Environments
24
On Making Data Warehouses Active
34
Supporting Hot Spots with Materialized Views
47
Evaluation of Materialized View Indexing in Data Warehousing Environments
57
View Derivation Graph with Edge Fitting for Adaptive Data Warehousing
67
An Experience Case Study
77
Optimal Multidimensional Query Processing Using Tree Striping
244
Enhancing Preprocessing in DataIntensive Domains Using OnlineAnalytical Processing
258
Metaqueries Computation and Evaluation
265
Partitioning Algorithms for the Computation of Average Iceberg Queries
276
Security in Data Warehousing
287
Mining of Association Rules in Text DatabasesUsing Inverted Hashing and Pruning
290
SQL Based Association Rule Mining Using Commercial RDBMS IBM DB2 UDB EEE
301
On Supporting Interactive Association Rule Mining
307

BEDAWA A Tool for Generating Sample Data for Data Warehouses
83
Dynamic Data Warehouse Maintenance in a Fully Concurrent Environment
94
Scalable Maintenance of Multiple Interrelated Data Warehousing Systems
104
View Maintenance for Hierarchical Semistructured Data
114
Maintaining Horizontally Partitioned Warehouse Views
124
The European Plan for Research in Official Statistics
134
Elimination of Redundant Views in Multidimensional Aggregates
146
Data Cube Compression with QuantiCubes
162
HistoryDriven View Synchronization
168
A Logical Model for Data Warehouse Design and Evolution
178
An Alternative Relational OLAP Modeling Approach
189
Functional Dependencies in Controlling Sparsity of OLAP Cubes
199
An OLAPbased Scalable Web Access Analysis Engine
210
Predicting Query Behavior to Enable Predictive Caching Strategies for OLAP Systems
224
Supporting Online Queries in ROLAP
234
Discovering Temporal Patterns for IntervalBased Events
317
An Integrated Query and Mining System for Temporal Association Rules
327
Mining Changes for RealLife Applications
337
Approximate Intelligent Matching for Time Series Data
347
A Scalable Method for Feature Extraction from Complex Objects
358
Theory and Heuristics for Mining Databases with Multiple kNearestNeighbor Queries
372
Data Mining Support in Database Management Systems
382
Decision Trees for Probabilistic Data
393
Mining Frequent Binary Expressions
399
A Fast Algorithm for Hierarchical Text Classification
409
A Hybrid Technique for Data Mining on BalanceSheet Data
419
Information Navigator with Visual Interface
425
Efficient Multidimensional Histograms with Improved Accuracy
431
Author Index
437
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