Intelligent Systems and Applications in Business and Finance

Herausgegeben:Luukka, Pasi; Stoklasa, Jan

• Gebundenes Buch

Produktbeschreibung

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.

Produktdetails

• Studies in Fuzziness and Soft Computing 415
• Verlag: Springer / Springer International Publishing / Springer, Berlin
• Artikelnr. des Verlages: 978-3-030-93698-3
• 1st ed. 2022
• Seitenzahl: 228
• Erscheinungstermin: 4. März 2022
• Englisch
• Abmessung: 241mm x 160mm x 18mm
• Gewicht: 512g
• ISBN-13: 9783030936983
• ISBN-10: 3030936988
• Artikelnr.: 63023673

Inhaltsangabe

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 .