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Intelligent systems and applications...

Luukka, Pasi.

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Intelligent systems and applications in business and finance

Record Type:	Electronic resources : Monograph/item
Title/Author:	Intelligent systems and applications in business and finance/ edited by Pasi Luukka, Jan Stoklasa.
other author:	Luukka, Pasi.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	ix, 216 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Business - Technological innovations. -
Online resource:	https://doi.org/10.1007/978-3-030-93699-0
ISBN:	9783030936990

Intelligent systems and applications in business and finance
Intelligent systems and applications in business and finance[electronic resource] /edited by Pasi Luukka, Jan Stoklasa. - Cham :Springer International Publishing :2022. - ix, 216 p. :ill., digital ;24 cm. - Studies in fuzziness and soft computing,v. 4151860-0808 ;. - Studies in fuzziness and soft computing ;v. 415..

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.

ISBN: 9783030936990

Standard No.: 10.1007/978-3-030-93699-0doiSubjects--Topical Terms:

2054530
Business
--Technological innovations.

LC Class. No.: HD45 / .I58 2022

Dewey Class. No.: 658.4062

Intelligent systems and applications in business and finance
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245 0 0 $a Intelligent systems and applications in business and finance $h [electronic resource] / $c edited by Pasi Luukka, Jan Stoklasa.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a ix, 216 p. : $b ill., digital ; $c 24 cm.
490 1 $a Studies in fuzziness and soft computing, $x 1860-0808 ; $v v. 415
505 0 $a 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.
520 $a 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.
650 0 $a Business $x Technological innovations. $3 2054530
650 0 $a Financial services industry $x Technological innovations. $3 681855
650 0 $a Intelligent control systems. $3 546464
650 1 4 $a Computational Intelligence. $3 1001631
650 2 4 $a Mathematics in Business, Economics and Finance. $3 3538573
650 2 4 $a Operations Research and Decision Theory. $3 3591727
700 1 $a Luukka, Pasi. $3 3596044
700 1 $a Stoklasa, Jan. $3 3596045
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Studies in fuzziness and soft computing ; $v v. 415. $3 3596046
856 4 0 $u https://doi.org/10.1007/978-3-030-93699-0
950 $a Intelligent Technologies and Robotics (SpringerNature-42732)