Litcius/Paper detail

Laplacian regularized robust principal component analysis for process monitoring

Xianchao Xiu, Ying Yang, Lingchen Kong, Wanquan Liu

2020Journal of Process Control42 citationsDOI

Topics & Concepts

Principal component analysisRobust principal component analysisProcess (computing)Convergence (economics)Rank (graph theory)Computer scienceLaplace operatorComponent (thermodynamics)Mathematical optimizationHypergraphSparse PCALaplacian matrixAlgorithmMathematicsData miningArtificial intelligenceMathematical analysisThermodynamicsCombinatoricsEconomic growthDiscrete mathematicsPhysicsEconomicsOperating systemFault Detection and Control SystemsSparse and Compressive Sensing TechniquesStructural Health Monitoring Techniques
Laplacian regularized robust principal component analysis for process monitoring | Litcius