Nicht aus der Schweiz? Besuchen Sie lehmanns.de
Intelligent Systems and Applications in Business and Finance -

Intelligent Systems and Applications in Business and Finance

Pasi Luukka, Jan Stoklasa (Herausgeber)

Buch | Softcover
IX, 216 Seiten
2023 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-030-93701-0 (ISBN)
CHF 224,65 inkl. MwSt

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.  


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 .

Erscheinungsdatum
Reihe/Serie Studies in Fuzziness and Soft Computing
Zusatzinfo IX, 216 p. 66 illus., 60 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 352 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Technik
Schlagworte classification • Cognitive Maps • decision support • Feature Selection • Finance • Intelligent Systems • machine learning • Multi-expert Evaluation • Multiple-criteria decision making • Prediction
ISBN-10 3-030-93701-1 / 3030937011
ISBN-13 978-3-030-93701-0 / 9783030937010
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
Eine kurze Geschichte der Informationsnetzwerke von der Steinzeit bis …

von Yuval Noah Harari

Buch | Hardcover (2024)
Penguin (Verlag)
CHF 39,20