Comment on papers using machine learning for significant wave height time series prediction: Complex models do not outperform auto-regression
Haoyu Jiang, Yuan Zhang, Chengcheng Qian, Xuan Wang
Topics & Concepts
Artificial neural networkTime seriesComputer scienceMachine learningSeries (stratigraphy)Artificial intelligenceAutoregressive modelPredictive modellingRegressionAutoregressive integrated moving averageSignificant wave heightData miningWind waveStatisticsMathematicsThermodynamicsBiologyPaleontologyPhysicsOcean Waves and Remote SensingHydrological Forecasting Using AIOceanographic and Atmospheric Processes