Multicriteria Decision Aid Classification Methods

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.

List of contents

to the classification problem.- Review of classification techniques.- Multicriteria decision aid classification techniques.- Preference disaggregation classification methods.- Experimental comparison of classification techniques.- Classification problems in finance.- Conclusions and future perspectives.

Summary

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.

Product details

• Authors: Michae Doumpos, Michael Doumpos, Constantin Zopounidis
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 21.10.2010
• EAN: 9781441952271
• ISBN: 978-1-4419-5227-1
• No. of pages: 256
• Illustrations: XIV, 256 p.
• Series: Applied Optimization; Applied Optimization
• Subjects: Social sciences, law, business > Business > General, dictionaries; Operations Research, C, Statistics, Finance, Finance, general, Operations Research/Decision Theory, Operations Research and Decision Theory, Mathematics and Statistics, Management & management techniques, Operations Research, Management Science, Financial Economics, Management decision making, Management science, Probability & statistics, Operational research, Decision Making, Statistics, general