Association Rule Hiding for Data Mining

Authors:

ISBN: 978-1-4419-6568-4 (Print) 978-1-4419-6569-1 (Online)

Table of contents (21 chapters)

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  1. Front Matter

    Pages i-xx

  2. Fundamental Concepts

    1. Front Matter

      Pages 1-1

    2. No Access

      Book Chapter

      Pages 3-8

      Introduction

    3. No Access

      Book Chapter

      Pages 9-15

      Background

    4. No Access

      Book Chapter

      Pages 17-20

      Classes of Association Rule Hiding Methodologies

    5. No Access

      Book Chapter

      Pages 21-24

      Other Knowledge Hiding Methodologies

    6. No Access

      Book Chapter

      Pages 25-25

      Summary

  3. Heuristic Approaches

    1. Front Matter

      Pages 28-28

    2. No Access

      Book Chapter

      Pages 29-33

      Distortion Schemes

    3. No Access

      Book Chapter

      Pages 35-36

      Blocking Schemes

    4. No Access

      Book Chapter

      Pages 37-37

      Summary

  4. Border Based Approaches

    1. Front Matter

      Pages 40-40

    2. No Access

      Book Chapter

      Pages 41-46

      Border Revision for Knowledge Hiding

    3. No Access

      Book Chapter

      Pages 47-52

      BBA Algorithm

    4. No Access

      Book Chapter

      Pages 53-58

      Max-Min Algorithms

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      Book Chapter

      Pages 59-59

      Summary

  5. Exact Hiding Approaches

    1. Front Matter

      Pages 62-62

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      Book Chapter

      Pages 63-70

      Menon's Algorithm

    3. No Access

      Book Chapter

      Pages 71-82

      Inline Algorithm

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      Book Chapter

      Pages 83-92

      Two-Phase Iterative Algorithm

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      Book Chapter

      Pages 93-118

      Hybrid Algorithm

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      Book Chapter

      Pages 119-130

      Parallelization Framework for Exact Hiding

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      Book Chapter

      Pages 131-134

      Quantifying the Privacy of Exact Hiding Algorithms

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      Book Chapter

      Pages 135-135

      Summary

  6. Epilogue

    1. Front Matter

      Pages 138-138

    2. No Access

      Book Chapter

      Pages 139-141

      Conclusions

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