Missing data estimation method for time series data in structure health monitoring systems by probability principal component analysis
Linchao Li, Hanlin Liu, Haijun Zhou, Chaodong Zhang
Topics & Concepts
Missing dataImputation (statistics)Principal component analysisOverfittingData miningComputer scienceProbabilistic logicTime seriesPattern recognition (psychology)Artificial intelligenceStatisticsMachine learningMathematicsArtificial neural networkStructural Health Monitoring TechniquesInfrastructure Maintenance and MonitoringRailway Engineering and Dynamics