Probabilistic forecasting for energy time series considering uncertainties based on deep learning algorithms
Mostafa Al‐Gabalawy, Nesreen S. Hosny, Ahmed R. Adly
Topics & Concepts
Artificial neural networkArtificial intelligenceMachine learningComputer scienceMean squared errorProbabilistic forecastingDropout (neural networks)Bayesian probabilityDeep learningAutoregressive integrated moving averageTime seriesQuantileProbabilistic logicSeries (stratigraphy)Gaussian processMean absolute percentage errorUncertainty quantificationAlgorithmGaussianStatisticsMathematicsQuantum mechanicsPhysicsPaleontologyBiologyEnergy Load and Power ForecastingForecasting Techniques and ApplicationsStock Market Forecasting Methods