Database and Expert Systems Applications : 21st International Conference, DEXA 2010, Bilbao, Spain, August 30 - September 3, 2010, Proceedings, Part II

by Bringas, Pablo Garcia; Hameurlain, Abdelkader; Quirchmayr, Gerald

• ISBN13: 9783642152504
• ISBN10: 3642152503
• Edition: 1st
• Format: Paperback
• Copyright: 2010-11-11
• Publisher: Springer-Verlag New York Inc

Summary

This book constitutes the refereed proceedings of the 21 International Conference on Database and Expert Systems Applications, DEXA 2010, held in Bilbao, Spain, August 30 - September 3, 2010. The 45 revised full papers and 36 short papers were carefully reviewed and selected from 197 submissions. The papers are organized in topical sections on Data Mining Systems, Parallelism and Query Planning, Data Warehousing and Decision Support Systems, Temporal, Spatial and High Dimensional Databases, Data Mining Algorithms, Information Retrieval, Query Processing and Optimization.

Table of Contents

Data Mining Systems
Mining and Explaining Relationships in Wikipedia	p. 1
Publishing Time-Series Data under Preservation of Privacy and Distance Orders	p. 17
Efficient Discovery of Generalized Sentinel Rules	p. 32
Parallelism and Query Planning
Compound Treatment of Chained Declustered Replicas Using a Parallel Btree for High Scalability and Availability	p. 49
Query Reuse Based Query Planning for Searches over the Deep Web	p. 64
Efficient Parallel Data Retrieval Protocols with MIMO Antennae for Data Broadcast in 4G Wireless Communications	p. 80
Data Warehousing and Decision Support Systems
Inferring Aggregation Hierarchies for Integration of Data Marts	p. 96
Schema Design Alternatives for Multi-granular Data Warehousing	p. 111
An Agent Model of Business Relationships	p. 126
Temporal, Spatial and High Dimensional Databases (Short Papers)
Pivot Selection Method for Optimizing both Pruning and Balancing in Metric Space Indexes	p. 141
Minimum Spanning Tree on Spatio-Temporal Networks	p. 149
Data Warehousing and Data Mining Algorithms(Short Papers)
Real-Time Temporal Data Warehouse Cubing	p. 159
Pager: Parameterless, Accurate, Generic, Efficient kNN-Based Regression	p. 168
B2R: An Algorithm for Converting Bayesian Networks to Sets of Rules	p. 177
Automatic Morphological Categorisation of Carbon Black Nano-aggregates	p. 185
Data Mining Algorithms (I)
Towards Efficient Mining of Periodic-Frequent Patterns in Transactional Databases
Lag Patterns in Time Series Databases	p. 209
An Efficient Computation of Frequent Queries in a Star Schema	p. 225
Information Retrieval and Database Systems (Short Papers)
Evaluating Evidences for Keyword Query Disambiguation in Entity Centric Database Search	p. 240
Typicality Ranking of Images Using the Aspect Model	p. 248
Plus One or Minus One: A Method to Browse from an Object to Another Object by Adding or Deleting an Element	p. 258
Using Transactional Data from ERP Systems for Expert Finding	p. 267
A Retrieval Method for Earth Science Data Based on Integrated Use of Wikipedia and Domain Ontology	p. 277
Query Processing and Optimization
Consistent Answers to Boolean Aggregate Queries under Aggregate Constraints	p. 285
Identifying Interesting Instances for Probabilistic Skylines	p. 300
GPU-WAH: Applying GPUs to Compressing Bitmap Indexes with Word Aligned Hybrid	p. 315
Containment of Conjunctive Queries with Negation: Algorithms and Experiments	p. 330
Application of DB Systems, Similarity Search and XML
Ranking Objects Based on Attribute Value Correlation	p. 346
Efficiently Finding Similar Objects on Ontologies Using Earth Mover's Distance	p. 360
Towards a "More Declarative" XML Query Language	p. 375
Reducing Graph Matching to Tree Matching for XML Queries with ID References	p. 391
Data Mining Algorithms (II)
Improving Alternative Text Clustering Quality in the Avoiding Bias Task with Spectral and Flat Partition Algorithms	p. 407
An Efficient Similarity Join Algorithm with Cosine Similarity Predicate	p. 422
An Efficient Algorithms for Reverse Furthest Neighbors Query with Metric Index	p. 437
Pervasive Data and Sensor Data Management (Short Papers)
A Scalable and Self-adapting Notification Framework	p. 452
Enrichment of Raw Sensor Data to Enable High-Level Queries	p. 462
Data Mining Algorithms (III)
Tranductive Learning from Textual Data with Relevant Example Selection	p. 470
A Discretization Algorithm for Uncertain Data	p. 485
Author Index	p. 501
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