An adaptive identification method for outliers in dam deformation monitoring data based on Bayesian model selection and least trimmed squares estimation
Sheng Xiao, Lin Cheng, Chunhui Ma, Jie Yang, Xiaoyan Xu, Jiamin Chen
Topics & Concepts
OutlierDeformation monitoringAnomaly detectionData miningRobust regressionRegression analysisComputer scienceRegressionLeast trimmed squaresBayesian probabilityPartial least squares regressionModel selectionBayesian inferenceIdentification (biology)Least-squares function approximationStatisticsSimple linear regressionEngineeringArtificial intelligenceMachine learningMathematicsDeformation (meteorology)GeographyEstimatorMeteorologyBiologyBotanyDam Engineering and SafetyHydraulic flow and structuresLandslides and related hazards