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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.
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.
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