Litcius/Paper detail

Mixture robust semi-supervised probabilistic principal component regression with missing input data

Alireza Memarian, Santhosh Kumar Varanasi, Biao Huang

2021Chemometrics and Intelligent Laboratory Systems26 citationsDOI

Topics & Concepts

UnavailabilityOutlierPrincipal component analysisProbabilistic logicComputer scienceMissing dataPrincipal component regressionData miningExpectation–maximization algorithmComponent (thermodynamics)RegressionMaximizationStatistical modelRegression analysisRobust regressionArtificial intelligenceMachine learningPattern recognition (psychology)StatisticsMathematicsMathematical optimizationMaximum likelihoodPhysicsThermodynamicsFault Detection and Control SystemsAdvanced Statistical Process MonitoringSpectroscopy and Chemometric Analyses