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A novel semi-supervised pre-training strategy for deep networks and its application for quality variable prediction in industrial processes

Xiaofeng Yuan, Chen Ou, Yalin Wang, Chunhua Yang, Weihua Gui

2020Chemical Engineering Science115 citationsDOI

Topics & Concepts

AutoencoderComputer scienceArtificial intelligenceDeep belief networkDeep learningSoft sensorProcess (computing)Artificial neural networkFeature (linguistics)Representation (politics)Quality (philosophy)Layer (electronics)Machine learningSupervised learningPattern recognition (psychology)Feature learningVariable (mathematics)Data miningMathematicsOrganic chemistryLinguisticsEpistemologyPoliticsMathematical analysisOperating systemLawChemistryPhilosophyPolitical scienceFault Detection and Control SystemsMineral Processing and GrindingAdvanced Control Systems Optimization
A novel semi-supervised pre-training strategy for deep networks and its application for quality variable prediction in industrial processes | Litcius