A prediction model for dyke-dam piping based on data augmentation and interpretable ensemble learning
Xi Zhang, Yangyang Xia, Chao Zhang, Bokai Liu, Cuixia Wang, Hongyuan Fang, Jing Wang, Jing Wang
Topics & Concepts
Ensemble learningPipingEnsemble forecastingArtificial intelligenceComputer scienceSimilarity (geometry)Machine learningData miningPredictive modellingBoosting (machine learning)k-nearest neighbors algorithmMean squared errorStability (learning theory)RegressionRadarEngineeringPattern recognition (psychology)Correlation coefficientRegression analysisEmbeddingWeightingFeature (linguistics)Variance (accounting)Water Systems and OptimizationGeotechnical Engineering and Underground StructuresDam Engineering and Safety