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    TNN
    2011
    132views more  TNN 2011»
    Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals
    13 years 6 months ago
    Lower Upper Bound Estimation Method for Construction of Neural Network-Based Prediction Intervals
    Download  alumnus.caltech.edu
    —Prediction intervals (PIs) have been proposed in the literature to provide more information by quantifying the level of uncertainty associated to the point forecasts. Traditiona...
    Abbas Khosravi, Saeid Nahavandi, Douglas C. Creigh...
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    NN
    2006
    Springer
    163views Neural Networks» more  NN 2006»
    Machine learning approaches for estimation of prediction interval for the model output
    13 years 11 months ago
    Machine learning approaches for estimation of prediction interval for the model output
    Download  www.unesco-ihe.org
    A novel method for estimating prediction uncertainty using machine learning techniques is presented. Uncertainty is expressed in the form of the two quantiles (constituting the pr...
    Durga L. Shrestha, Dimitri P. Solomatine
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