Integration of process knowledge and statistical learning for the Dow data challenge problem
S. Joe Qin, Siyi Guo, Zheyu Li, Leo H. Chiang, Iván Castillo, Birgit Braun, Zhenyu Wang
Topics & Concepts
Process (computing)Exploratory data analysisFeature selectionCollinearityComputer scienceData miningArtificial intelligencePartial least squares regressionAnalyticsData analysisFunction (biology)Machine learningProperty (philosophy)MathematicsStatisticsPhilosophyEpistemologyOperating systemBiologyEvolutionary biologyFault Detection and Control SystemsAdvanced Statistical Process MonitoringScientific Measurement and Uncertainty Evaluation