Overview

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.  

Full Product Details

Author:   Pasi Luukka ,  Jan Stoklasa
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   1st ed. 2022
Volume:   415
Weight:   0.355kg
ISBN:  

9783030937010

ISBN 10:   3030937011
Pages:   216
Publication Date:   05 March 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

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 .

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