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  • Home : Testing : Estimation : Experiences Using Case - Based Reasoning to Predict Software Project Effort
    Experiences Using Case - Based Reasoning to Predict Software Project EffortHits: 403

    Description: This paper explores some of the practical issues associated with the use of case-based reasoning (CBR) or estimation by analogy. The authors note that different research teams have reported widely differing results with this technology. Whilst they accept that underlying characteristics of the datasets being used play a major role they also argue that configuring a CBR system can also have an impact. They examine the impact of the choice of number of analogies when making predictions; they also look at different adaptation strategies. Their analysis is based on a dataset of software projects collected by a Canadian software house. Author(s) : Gada Kadoda, Michelle Cartwright, Liguang Chen and Martin Shepperd

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  • Table of Contents
  • Preface
  • Foreword
  • Chapter 1 Introduction, Background, and Definitions
  • Chapter II Collection and Normalization of Parametric Data
  • Chapter III Elementary Statistical Techniques and CER Development
  • Chapter IV Hardware Cost Modeling
  • Chapter V Software Parametric Cost Estimating
  • Chapter VI Auditing Parametric Estimates A Management Viewpoint
  • Chapter VII Business Applications of Parametric Estimating
  • Appendix A Definitions of Estimating Terminology
  • Appendix B Work Breakdown Structure
  • Appendix C DCAA CAM 9-1000 Section 10 Review of Parametric Cost Estimates
  • Appendix D More About Statistics
  • Appendix E Examples of Other Hardware Estimating Models From the Space Systems Cost Analysis Group
  • Appendix F Some Currently Available Software Estimation Products Produced by the Software Subgroup of the Space Systems Cost Analysis Group
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  • Resource Specification
    Date Added:10/08/2005
    Last Updated:10/08/2005

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