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Computational intelligence-based time series analysis /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Computational intelligence-based time series analysis // editors, Dinesh C. S. Bisht, Mangey Ram.
其他作者:	Bisht, Dinesh C. S.,
出版者:	Gistrup, Denmark :Routledge, : 2022.,
面頁冊數:	xxvii, 162 p. :ill. (some col.), col. maps ; : 24 cm.;
標題:	Time-series analysis. -
ISBN:	9788770224178 (cloth) :

Computational intelligence-based time series analysis /
Computational intelligence-based time series analysis /editors, Dinesh C. S. Bisht, Mangey Ram. - 1st ed. - Gistrup, Denmark :Routledge,2022. - xxvii, 162 p. :ill. (some col.), col. maps ;24 cm. - River Publishers series in automation, control and robotics.

Includes bibliographical references and index.

"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"--

ISBN: 9788770224178 (cloth) :NT3451

LCCN: 2022038461Subjects--Topical Terms:

528412
Time-series analysis.

LC Class. No.: QA280 / .C655 2022

Dewey Class. No.: 519.5/5

Computational intelligence-based time series analysis /
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020 $z 9781003337676 (ebook master)
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245 0 0 $a Computational intelligence-based time series analysis / $c editors, Dinesh C. S. Bisht, Mangey Ram.
250 $a 1st ed.
260 # $a Gistrup, Denmark : $a Abingdon, Oxon : $c 2022. $b Routledge, $b River Publishers ;
300 $a xxvii, 162 p. : $b ill. (some col.), col. maps ; $c 24 cm.
490 0 $a River Publishers series in automation, control and robotics
504 $a Includes bibliographical references and index.
520 # $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"-- $c Provided by publisher.
650 # 0 $a Time-series analysis. $3 528412
650 # 0 $a Computational intelligence. $3 568984
700 1 # $a Bisht, Dinesh C. S., $e editor. $3 1406887
700 1 # $a Ram, Mangey, $e editor. $3 1132995