Bayesian optimization of multiscale kernel principal component analysis and its application to model Gas-to-liquid (GTL) process data
Radhia Fezai, Byanne Malluhi, Nour Basha, Gasim Ibrahim, Hanif A. Choudhury, Mohamed S. Challiwala, Hazem Nounou, Nimir O. Elbashir, Mohamed Nounou, Mohamed Nounou
Topics & Concepts
Kernel principal component analysisKernel (algebra)Principal component analysisArtificial intelligencePattern recognition (psychology)Computer scienceProcess (computing)Support vector machineBayesian probabilityKernel density estimationFeature vectorKernel methodNonlinear systemData miningMachine learningMathematicsStatisticsEstimatorQuantum mechanicsCombinatoricsPhysicsOperating systemFault Detection and Control SystemsGrey System Theory ApplicationsSpectroscopy and Chemometric Analyses