Non-parametric, semi-parametric, and machine learning models for river temperature frequency analysis at ungauged basins
Zina Souaissi, Taha B. M. J. Ouarda, André St‐Hilaire
Topics & Concepts
Multivariate adaptive regression splinesMars Exploration ProgramCanonical correlationGeneralized additive modelRandom forestGradient boostingFeature selectionExtreme learning machineParametric statisticsComputer scienceArtificial neural networkArtificial intelligenceLasso (programming language)Multivariate statisticsBoosting (machine learning)Mean squared errorMachine learningMathematicsRegression analysisStatisticsNonparametric regressionPhysicsWorld Wide WebAstronomyHydrological Forecasting Using AIFish Ecology and Management StudiesHydrology and Watershed Management Studies