Buch, Englisch, Band 99, 172 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 4144 g
Buch, Englisch, Band 99, 172 Seiten, Format (B × H): 160 mm x 241 mm, Gewicht: 4144 g
Reihe: Intelligent Systems Reference Library
ISBN: 978-3-319-21439-9
Verlag: Springer International Publishing
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.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
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 de?ne the risk pro?le of ?nancial investments.- Hubs and communities of ?nancial assets with enhanced Self Organizing Maps.- Financial landscapes of health care providers.- Using SOM for mortality projection.
