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    » A new evolutionary method for time series forecasting
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    IJIT
    2004
    291views Artificial Intelligence» more  IJIT 2004»
    Forecasting Enrollment Model Based on First-Order Fuzzy Time Series
    13 years 6 months ago
    Forecasting Enrollment Model Based on First-Order Fuzzy Time Series
    Download  www.waset.org
    -- This paper proposes a novel improvement of forecasting approach based on using time-invariant fuzzy time series. In contrast to traditional forecasting methods, fuzzy time serie...
    Melike Sah, Konstantin Y. Degtiarev
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    ESANN
    2008
    113views Neural Networks» more  ESANN 2008»
    Do we need experts for time series forecasting?
    13 years 6 months ago
    Do we need experts for time series forecasting?
    Download  www.dice.ucl.ac.be
    This study examines a selection of off-the-shelf forecasting and forecast combination algorithms with a focus on assessing their practical relevance by drawing conclusions for non-...
    Christiane Lemke, Bogdan Gabrys
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    KDD
    1998
    ACM
    190views Data Mining» more  KDD 1998»
    Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers
    13 years 9 months ago
    Time Series Forecasting from High-Dimensional Data with Multiple Adaptive Layers
    Download  www.cs.cmu.edu
    This paper describes our work in learning online models that forecast real-valued variables in a high-dimensional space. A 3GB database was collected by sampling 421 real-valued s...
    R. Bharat Rao, Scott Rickard, Frans Coetzee
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    CSDA
    2006
    191views more  CSDA 2006»
    Forecasting daily time series using periodic unobserved components time series models
    13 years 5 months ago
    Forecasting daily time series using periodic unobserved components time series models
    Download  www.cass.city.ac.uk
    We explore a periodic analysis in the context of unobserved components time series models that decompose time series into components of interest such as trend, seasonal and irregu...
    Siem Jan Koopman, Marius Ooms
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    IJCNN
    2006
    IEEE
    87views Neural Networks» more  IJCNN 2006»
    Forecasting Time Series with a New Architecture for Polynomial Artificial Neural Network
    13 years 11 months ago
    Forecasting Time Series with a New Architecture for Polynomial Artificial Neural Network
    Download  www.ci.ulsa.mx
    Alejandro Flores-Méndez, Eduardo Góm...
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