A Hybrid Model Integrating Principal Component Analysis, Fuzzy C-Means, and Gaussian Process Regression for Dam Deformation Prediction
Yangtao Li, Tengfei Bao, Xiaosong Shu, Zexun Chen, Zhixin Gao, Kang Zhang
Topics & Concepts
Principal component analysisData miningGaussian processKrigingFuzzy logicDeformation monitoringPredictive modellingBenchmark (surveying)Partial least squares regressionEngineeringArch damComputer scienceTest dataArtificial intelligenceGaussianMachine learningDeformation (meteorology)Structural engineeringFinite element methodGeographySoftware engineeringQuantum mechanicsMeteorologyPhysicsGeodesyDam Engineering and SafetyLandslides and related hazardsGroundwater flow and contamination studies