Perception-based Data Mining and Decision Making in Economics and Finance

ISBN: 978-3-540-36244-9 (Print) 978-3-540-36247-0 (Online)

Table of contents (14 chapters)

  1. Front Matter

    Pages i-33

  2. Data Mining

    1. Front Matter

      Pages 36-36

    2. No Access

      Book Chapter

      Pages 37-54

      Towards Human-Consistent Data-Driven Decision Support Systems via Fuzzy Linguistic Data Summaries

    3. No Access

      Book Chapter

      Pages 55-83

      Moving Approximation Transform and Local Trend Associations in Time Series Data Bases

    4. No Access

      Book Chapter

      Pages 85-118

      Perception Based Patterns in Time Series Data Mining

    5. No Access

      Book Chapter

      Pages 119-134

      Perception-Based Functions in Qualitative Forecasting

    6. No Access

      Book Chapter

      Pages 135-153

      Towards Automated Share Investment System

    7. No Access

      Book Chapter

      Pages 155-179

      Estimating Classification Uncertainty of Bayesian Decision Tree Technique on Financial Data

    8. No Access

      Book Chapter

      Pages 181-206

      Invariant Hierarchical Clustering Schemes

  3. Decision Making

    1. Front Matter

      Pages 208-208

    2. No Access

      Book Chapter

      Pages 209-239

      Fuzzy Components of Cooperative Markets

    3. No Access

      Book Chapter

      Pages 241-259

      Possibilistic–Probabilistic Models and Methods of Portfolio Optimization

    4. No Access

      Book Chapter

      Pages 261-274

      Toward Graded and Nongraded Variants of Stochastic Dominance

    5. No Access

      Book Chapter

      Pages 275-301

      Option Pricing in the Presence of Uncertainty

    6. No Access

      Book Chapter

      Pages 303-330

      Nonstochastic Model-Based Finance Engineering

    7. No Access

      Book Chapter

      Pages 331-351

      Collective Intelligence in Multiagent Systems: Interbank Payment Systems Application

    8. No Access

      Book Chapter

      Pages 353-367

      Fuzzy Models in Credit Risk Analysis