Contents

• Introduction
• Background
  • Association Rules
  • The Apriori Algorithm
  • Pattern Matching
  • Example Domain: Computer System Performance
  
  
• Related Work
• Data Representation
• Simple Event Detection
• Apriori Sets And Sequences
  • Brief Outline
  • Input
  • Level 1 Candidate Generation
  • Level 1 Counting Support
  • Level 2 Candidate Generation
  • Level 2 (and up) Counting Support
  • Level 3 (and up) Candidate Generation
  • Calculating Confidence
  • Outline
  
  
• Performance Domain Experiments
• Stock Market Domain Experiments
  • Stock Market Events
  
  
• Apriori Improvements
  • Remove Candidates During Support Counting
  • Rule Generation Implementation
  
  
• Future Work
• Bibliography
• List of Figures
• List of Tables
• About this document ...