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Computational Intelligence Paradigms in Economic and Financial Decision Making

Marina Resta (Autor)

Buch | Hardcover

XX, 172 Seiten

2015 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-21439-9 (ISBN)

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The book focuses on a set of cutting-edge research techniques, highlighting the potential of soft computing tools in the analysis of economic and financial phenomena and in providing support for the decision-making process. In the first part the textbook presents a comprehensive and self-contained introduction to the field of self-organizing maps, elastic maps and social network analysis tools and provides necessary background material on the topic, including a discussion of more recent developments in the field. In the second part the focus is on practical applications, with particular attention paid to budgeting problems, market simulations, and decision-making processes, and on how such problems can be effectively managed by developing proper methods to automatically detect certain patterns. The book offers a valuable resource for both students and practitioners with an introductory-level college math background.

Yet another introduction to Self-Organizing Maps.- Networks analysis and beyond.- Elastic Maps.- SOM variants for the simulation of market price modeling.- Elastic Maps to define the risk profile of financial investments.- Hubs and communities of financial assets with enhanced Self Organizing Maps.- Financial landscapes of health care providers.- Using SOM for mortality projection.

Erscheint lt. Verlag	23.10.2015
Reihe/Serie	Intelligent Systems Reference Library
Zusatzinfo	XX, 172 p.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
	Technik
	Wirtschaft ► Betriebswirtschaft / Management ► Unternehmensführung / Management
Schlagworte	Efficiency of Health Care providers • Elastic Maps • Financial Hubs • Financial Scorecards • Portfolio Selection • self organizing maps • Social Networks Analysis • Social Systems Dynamics
ISBN-10	3-319-21439-X / 331921439X
ISBN-13	978-3-319-21439-9 / 9783319214399
Zustand	Neuware