Intelligent Systems and Applications in Business and Finance
Reduzierte Artikel in dieser Kategorie
| Verlag | Springer |
| Auflage | 2023 |
| Seiten | 216 |
| Format | 15,5 x 1,2 x 23,5 cm |
| Gewicht | 353 g |
| Artikeltyp | Englisches Buch |
| Reihe | Studies in Fuzziness and Soft Computing 415 |
| ISBN-10 | 3030937011 |
| EAN | 9783030937010 |
| Bestell-Nr | 03093701A |
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.
Inhaltsverzeichnis:
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 .