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Computational Intelligence-based Time Series Analysis (Hardcover)
Loot Price: R2,886
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Computational Intelligence-based Time Series Analysis (Hardcover)
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The sequential analysis of data and information gathered from past
to present is called time series analysis. Time series data are of
high dimension, large size and updated continuously. A time series
depends on various factors like trend, seasonality, cycle and
irregular data set, and is basically a series of data points
well-organized in time. Time series forecasting is a significant
area of machine learning. There are various prediction problems
that are time-dependent and these problems can be handled through
time series analysis. Computational intelligence (CI) is a
developing computing approach for the forthcoming several years. CI
gives the litheness to model the problem according to given
requirements. It helps to find swift solutions to the problems
arising in numerous disciplines. These methods mimic human
behavior. The main objective of CI is to develop intelligent
machines to provide solutions to real world problems, which are not
modelled or too difficult to model mathematically. This book aims
to cover the recent advances in time series and applications of CI
for time series analysis.
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