Scientific and Statistical Database Management: 20th International Conference, SSDBM 2008, Hong Kong, China, July 9-11, 2008, Proceedings

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Springer Science & Business Media, Jul 8, 2008 - Computers - 620 pages

This book constitutes the refereed proceedings of the 20th International Conference on Scientific and Statistical Database Management, SSDBM 2008, held in Hong Kong, China, in July 2008.

The 28 revised full papers, 7 revised short papers and 8 poster and demo papers presented together with 3 invited talks were carefully reviewed and selected from 84 submissions. The papers are organized in topical sections on query optimization in scientific databases, privacy, searching and mining graphs, data streams, scientific database applications, advanced indexing methods, data mining, as well as advanced queries and uncertain data.

 

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Contents

New Challenges in Petascale Scientific Databases
1
Adventures in the Blogosphere
2
The Evolution of Vertical Database Architectures A Historical Review
3
Sampling along Foreign Keys
6
Query Planning for Searching Interdependent DeepWeb Databases
24
Summarizing TwoDimensional Data with SkylineBased Statistical Descriptors
42
Query Selectivity Estimation for Uncertain Data
61
Disclosure Risks of Distance Preserving Data Transformations
79
An OntologyBased Index to Retrieve Documents with Geographic Information
384
Mining Temporal Association Patterns under a Similarity Constraint
401
A General Framework for Increasing the Robustness of PCABased Correlation Clustering Algorithms
418
Searching Correlated Objects in a Long Sequence
436
Caching Dynamic Skyline Queries
455
Plot Query Processing with Wavelets
473
QualityAware Probing of Uncertain Data with Resource Constraints
491
Efficient Computation of Statistical Significance of Query Results in Databases
509

PrivacyPreserving Publication of User Locations in the Proximity of Sensitive Sites
95
PrivacyPreserving Synopses of Multidimensional Data
114
Efficient Similarity Search for TreeStructured Data
131
Hierarchical Graph Embedding for Efficient Query Processing in Very Large Traffic Network
150
Monitoring Aggregate kNN Objects in Road Networks
168
Randomized Approximate Graph Mining
187
Finding Frequent Items over General Update Streams
204
Efficiently Discovering Recent Frequent Items in Data Streams
222
Prioritized Evaluation of Continuous Moving Queries over Streaming Locations
240
A Comparative Evaluation of XML Difference Algorithms with Genomic Data
258
Adaptive Request Scheduling for Parallel Scientific Web Services
276
A UserCentric ViewBased Annotation Framework for Scientific Data
295
A New Method for Semantic Modeling and an Application to Brainwave Data
313
An Optimized Comprehensive Access Method for FrequentUpdate Multidimensional Point Data
331
Breaking the Curse of Cardinality on Bitmap Indexes
348
Metric Access Methods Using an Algorithm of Effective Deletion
366
Analysis of Basic Data Reordering Techniques
517
Kriging for Localized Spatial Interpolation in Sensor Networks
525
Scalable Ubiquitous Data Access in Clustered Sensor Networks
533
ImportanceAware Join Approximation over Data Streams
541
Processing over Moving Objects with Uncertain
549
Probabilistic Ranking in Uncertain Databases
558
Flexible Scientific Workflow Modeling Using Frames Templates and Dynamic Embedding
566
A First Study
573
A Software System for Evaluation of Subspace Clustering Algorithms
580
IVIP A Scientific Workflow System to Support Experts in Spatial Planning of Crop Production
586
A FUSEBased Tool for Accessing Meteorological Data in Remote Servers
592
Efficient ViewDependent Ranking in CFD Postprocessing Queries with RDBMS
598
RealTime Integration of Geospatial Raster and Point Data Streams
605
An Image Registration Metaalgorithm Evaluating Alternative Algorithms with Multiple Metrics
612
Author Index
618
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