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Attribute Dependency Detection.pdf

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Preview of Attribute Dependency Detection
🔗 Source: vldb.org
📊 Size: 653 KB
📄 Pages: 12 pages
⬇️ Downloads: 103

Summary

Detecting attribute dependencies from query feedback is crucial for query optimization, data mining, and system management. A new method is proposed to discover dependent attribute pairs based on query feedback, avoiding the problem of searching through a large space of candidate pairs. The approach combines feedback for a specified pair of attributes in a principled and robust manner, handling missing contingency table entries. Novel methods are provided for ranking dependent pairs based on degree of dependency, enabling database systems to store only the most important multivariate statistics. Experiments indicate stable dependency rankings even with few feedback records.

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Description

Detecting attribute dependencies from query feedback is crucial for query optimization, data mining, and system management.

Technical Information

  • File Format: PDF
  • File Size: 653 KB
  • Pages: 12
  • Language: EN
  • Total Downloads: 103
  • Last Updated: 4 weeks ago

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This PDF document about Attribute Dependency Detection provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Attribute Dependency Detection.

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Attribute guideAttribute tutorialDependency guideDependency tutorialDetection guideDetection tutorial

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