Multicriteria Decision Aid Classification Methods

✍ Scribed by Michael Doumpos, Constantin Zopounidis (auth.)

Publisher: Springer US
Year: 2004
Tongue: English
Leaves: 263
Series: Applied Optimization 73
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

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.

✦ Table of Contents

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

✦ Subjects

Operations Research/Decision Theory; Operations Research, Mathematical Programming; Statistics, general; Finance /Banking

📜 SIMILAR VOLUMES

Multicriteria Decision Aid Classificatio

📁 Multicriteria Decision Aid Classification Methods

✍ Michael Doumpos, Constantin Zopounidis 📂 Library 📅 2002 🏛 Springer 🌐 English

Multicriteria Decision Aid Classificatio

📁 Multicriteria Decision Aid Classification Methods (Applied Optimization)

✍ M. Doumpos C. Zopounidis 📂 Library 📅 2002 🌐 English

Multicriteria Decision Aid Methods for t

📁 Multicriteria Decision Aid Methods for the Prediction of Business Failure

✍ Constantin Zopounidis, Augustinos I. Dimitras (auth.) 📂 Library 📅 1998 🏛 Springer US 🌐 English

This book provides a new point of view on the subject of business failure prediction, through the application of multicriteria analysis methods. The aim of the book is to provide a review of the research in the area and to explore the adequacy of these methods to one of the most complex problems

Multicriteria Methodology for Decision A

📁 Multicriteria Methodology for Decision Aiding

✍ Bernard Roy (auth.) 📂 Library 📅 1996 🏛 Springer US 🌐 English

axiomatic results should be at the heart of such a science. Through them, we should be able to enlighten and scientifically assist decision-making processes especially by: - making that wh ich is objective stand out more c1early from that which is less objective; - separating robust from fragile

Multicriteria Decision Aid and Artificia

📁 Multicriteria Decision Aid and Artificial Intelligence

📂 Library 📅 2013 🏛 Wiley-Blackwell 🌐 English

Presents recent advances in both models and systems for intelligent decision making.Organisations often face complex decisions requiring the assessment of large amounts of data. In recent years Multicriteria Decision Aid (MCDA) and Artificial Intelligence (AI) techniques have

Multicriteria Decision Aid and Resource

📁 Multicriteria Decision Aid and Resource Management: Recent Research, Methods and Applications (Multiple Criteria Decision Making)

✍ Athanasios Spyridakos (editor) 📂 Library 📅 2023 🏛 Springer 🌐 English

This book is focused on the application of methodological approaches and systems of multiple criteria decision analysis (MCDA) in the field of resource management. Resource management constitutes a major challenge of modern times. The book comprehensively examines cases of human resources, mat