Intelligent systems and applications in business and finance / Pasi Luukka, Jan Stoklasa, editors.
Luukka, Pasi, editor.; Stoklasa, Jan, editor.
2022
HD45 .I58 2022
Available Online

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Title Intelligent systems and applications in business and finance / Pasi Luukka, Jan Stoklasa, editors.
ISBN 9783030936990 (electronic bk.)
3030936996 (electronic bk.)
9783030936983
3030936988
DOI https://doi.org/10.1007/978-3-030-93699-0
Published Cham : Springer, [2022]
Copyright ©2022
Language English
Description 1 online resource : illustrations (chiefly color).
Item Number 10.1007/978-3-030-93699-0 doi
Call Number HD45 .I58 2022
Dewey Decimal Classification 658.4/062
Summary 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. .
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed March 9, 2022).
Added Author Luukka, Pasi, editor.
Stoklasa, Jan, editor.
Series Studies in fuzziness and soft computing ; v. 415.
Available in Other Form Print version: 9783030936983
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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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