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Multicriteria Decision Aid Classification Methods

  • Book
  • © 2002

Overview

Authors:
  1. Michael Doumpos

    1. Department of Production Engineering and Management, Financial Engineering Laboratory, Technical University of Crete, Chania, Greece

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  2. Constantin Zopounidis

    1. Department of Production Engineering and Management, Financial Engineering Laboratory, Technical University of Crete, Chania, Greece

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    You can also search for this author in PubMed   Google Scholar

Part of the book series: Applied Optimization (APOP, volume 73)

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Table of contents (7 chapters)

  1. Front Matter

    Pages i-xiii
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  2. Introduction to the classification problem

    Pages 1-13

  3. Review of classification techniques

    Pages 15-38

  4. Multicriteria decision aid classification techniques

    Pages 39-75

  5. Preference disaggregation classification methods

    Pages 77-122

  6. Experimental comparison of classification techniques

    Pages 123-157

  7. Classification problems in finance

    Pages 159-224

  8. Conclusions and future perspectives

    Pages 225-231

  9. Back Matter

    Pages 233-256
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Keywords

About this book

The book discusses a new approach to the classification problem following the decision support orientation of multicriteria decision aid. The book reviews the existing research on the development of classification methods, investigating the corresponding model development procedures, and providing a thorough analysis of their performance both in experimental situations and real-world problems from the field of finance.
Audience: Researchers and professionals working in management science, decision analysis, operations research, financial/banking analysis, economics, statistics, computer science, as well as graduate students in management science and operations research.

Authors and Affiliations

  • Department of Production Engineering and Management, Financial Engineering Laboratory, Technical University of Crete, Chania, Greece

    Michael Doumpos, Constantin Zopounidis

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