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101 0 $aeng
135   $aurcnu||||||||
181   $ctxt$2rdacontent
182   $cc$2rdamedia
183   $acr$2rdacarrier
200 00$aComputational intelligence-based time series analysis /$fDinesh C. S. Bisht and Mangey Ram, editors
205   $a1st ed.
210  1$aGistrup, Denmark ;$aLondon ;$aNew York, New York :$cRiver Publishers :$cRoutledge,$d[2022]
210  4$dİ2022
215   $a1 online resource (192 pages)
225 1 $aRiver Publishers series in automation, control and robotics
300   $aIncludes index.
311   $a87-7022-417-X 
330   $a"The sequential analysis of data and information gathered from past to present is called time series analysis. Time series data are of high dimension, large size and updated continuously. A time series depends on various factors like trend, seasonality, cycle and irregular data set, and is basically a series of data points well-organized in time. Time series forecasting is a significant area of machine learning. There are various prediction problems that are time-dependent and these problems can be handled through time series analysis. Computational intelligence (CI) is a developing computing approach for the forthcoming several years. CI gives the litheness to model the problem according to given requirements. It helps to find swift solutions to the problems arising in numerous disciplines. These methods mimic human behavior. The main objective of CI is to develop intelligent machines to provide solutions to real world problems, which are not modelled or too difficult to model mathematically. This book aims to cover the recent advances in time series and applications of CI for time series analysis"--$cProvided by publisher.
410  0$aRiver Publishers series in automation, control and robotics.
606   $aTime-series analysis
606   $aComputational intelligence
615  0$aTime-series analysis.
615  0$aComputational intelligence.
676   $a519.55
702   $aBisht$b Dinesh C. S.
702   $aRam$b Mangey
801  0$bMiAaPQ
801  1$bMiAaPQ
801  2$bMiAaPQ
906   $aBOOK
912   $a9910795727003321
996   $aComputational intelligence-based time series analysis$93785304
997   $aUNINA