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Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective

Time Series Analysis, Modeling and Applications: A Computational Intelligence Perspective

Hardcover

Series: Intelligent Systems Reference Library, Book 47

Technology & EngineeringGeneral Computers

ISBN10: 3642334385
ISBN13: 9783642334382
Publisher: Springer Nature
Published: Nov 6 2012
Pages: 404
Weight: 1.66
Height: 0.94 Width: 6.14 Depth: 9.21
Language: English

From the Contents: The links between statistical and fuzzy models for time series analysis and forecasting.- Incomplete time series: imputation through Genetic Algorithms.- Intelligent aggregation and time series smoothing.- Financial fuzzy Time series models based on ordered fuzzy numbers.- Stochastic-fuzzy knowledge-based approach to temporal data modeling.-A Novel Choquet integral composition forecasting model for time series data based on completed extensional L-measure.- An application of enhanced knowledge models to fuzzy time series.- A wavelet transform approach to chaotic short-term forecasting.- Fuzzy forecasting with fractal analysis for the time series of environmental pollution.- Support vector regression with kernel Mahalanobis measure for financial forecast.

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