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{ "item_title" : "Time Series Analysis, Modeling and Applications", "item_author" : [" Witold Pedrycz", "Shyi-Ming Chen "], "item_description" : "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.", "item_img_path" : "https://covers4.booksamillion.com/covers/bam/3/64/243/700/3642437001_b.jpg", "price_data" : { "retail_price" : "169.99", "online_price" : "169.99", "our_price" : "169.99", "club_price" : "169.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }
Time Series Analysis, Modeling and Applications|Witold Pedrycz

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

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Overview

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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Details

  • ISBN-13: 9783642437007
  • ISBN-10: 3642437001
  • Publisher: Springer
  • Publish Date: December 2014
  • Dimensions: 9.21 x 6.14 x 0.85 inches
  • Shipping Weight: 1.27 pounds
  • Page Count: 404

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