Application of semi-supervised convolutional neural network regression model based on data augmentation and process spectral labeling in Raman predictive modeling of cell culture processes
Rui Min, Zhi Wang, Yingping Zhuang, Xiaoping Yi
Topics & Concepts
Convolutional neural networkArtificial intelligenceComputer scienceProcess (computing)Artificial neural networkRegressionMachine learningRegression analysisBiological systemPattern recognition (psychology)BiologyMathematicsStatisticsOperating systemSpectroscopy Techniques in Biomedical and Chemical ResearchSpectroscopy and Chemometric AnalysesFault Detection and Control Systems