Ebook: 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.

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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.

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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.
Content:
Front Matter....Pages i-xiii
Introduction to the classification problem....Pages 1-13
Review of classification techniques....Pages 15-38
Multicriteria decision aid classification techniques....Pages 39-75
Preference disaggregation classification methods....Pages 77-122
Experimental comparison of classification techniques....Pages 123-157
Classification problems in finance....Pages 159-224
Conclusions and future perspectives....Pages 225-231
Back Matter....Pages 233-256

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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.
Content:
Front Matter....Pages i-xiii
Introduction to the classification problem....Pages 1-13
Review of classification techniques....Pages 15-38
Multicriteria decision aid classification techniques....Pages 39-75
Preference disaggregation classification methods....Pages 77-122
Experimental comparison of classification techniques....Pages 123-157
Classification problems in finance....Pages 159-224
Conclusions and future perspectives....Pages 225-231
Back Matter....Pages 233-256
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