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Time Series Analysis, Modeling and Applications - A Computational Intelligence Perspective (Paperback, 2013 ed.)
Loot Price: R5,359
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Time Series Analysis, Modeling and Applications - A Computational Intelligence Perspective (Paperback, 2013 ed.)
Series: Intelligent Systems Reference Library, 47
Expected to ship within 10 - 15 working days
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Temporal and spatiotemporal data form an inherent fabric of the
society as we are faced with streams of data coming from numerous
sensors, data feeds, recordings associated with numerous areas of
application embracing physical and human-generated phenomena
(environmental data, financial markets, Internet activities, etc.).
A quest for a thorough analysis, interpretation, modeling and
prediction of time series comes with an ongoing challenge for
developing models that are both accurate and user-friendly
(interpretable). The volume is aimed to exploit the conceptual and
algorithmic framework of Computational Intelligence (CI) to form a
cohesive and comprehensive environment for building models of time
series. The contributions covered in the volume are fully
reflective of the wealth of the CI technologies by bringing
together ideas, algorithms, and numeric studies, which convincingly
demonstrate their relevance, maturity and visible usefulness. It
reflects upon the truly remarkable diversity of methodological and
algorithmic approaches and case studies. This volume is aimed at a
broad audience of researchers and practitioners engaged in various
branches of operations research, management, social sciences,
engineering, and economics. Owing to the nature of the material
being covered and a way it has been arranged, it establishes a
comprehensive and timely picture of the ongoing pursuits in the
area and fosters further developments.
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