Intelligent systems and applications in business and finance
Chapter 1: Attitude-based multi-expert evaluation of design -- Chapter 2: An investigation of hidden shared linkages among perceived causal relationships in cognitive maps -- Chapter 3: A new framework for multiple-criteria decision making: The baseline approach -- Chapter 4: Fuzzy similarity and en...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
Cham
Springer
2022
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| Schriftenreihe: | Studies in fuzziness and soft computing
volume 415 |
| Schlagworte: | |
| Online Zugang: | Inhaltsverzeichnis |
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Tag hinzufügen | Zusammenfassung: | Chapter 1: Attitude-based multi-expert evaluation of design -- Chapter 2: An investigation of hidden shared linkages among perceived causal relationships in cognitive maps -- Chapter 3: A new framework for multiple-criteria decision making: The baseline approach -- Chapter 4: Fuzzy similarity and entropy (FSAE) feature selection revisited by using intra-class entropy and a normalized scaling factor -- Chapter 5: A region-based approach for missing value imputation of cooling technologies for the global thermal power plant fleet using a decision tree classifier -- Chapter 6: A neural network based multi-class trading strategy for the S&P 500 index -- Chapter 7: Predicting short-term traffic speed and speed drops in the urban area of a medium-sized European city - a traffic control and decision support perspective -- Chapter 8: Hedging effectiveness of currency ETFs against WTI crude oil price fluctuations . This book presents a selection of current research results in the field of intelligent systems and draws attention to their practical applications and issues connected with the areas of decision-making, economics, business and finance. The nature of the contributions is interdisciplinary – combining psychological and behavioural aspects with the theory and practice of decision-support, design of intelligent systems and development of machine learning tools. The authors, among other topics, discuss the multi-expert evaluation with intangible criteria, suggest a redefinition of the standard multiple-criteria decision-making framework, propose novel methods for causal map analysis and new feature selection methods. The topics are selected to stress the potential of the up-to-date intelligent methods to deal with practical problems relevant in these areas and to provide inspiration for advanced students, researchers and practitioners in the respective fields. . |
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| Beschreibung: | ix, 216 Seiten Illustrationen |
| ISBN: | 9783030936983 978-3-030-93698-3 |