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Development of a New Regression Analysis Method Using Independent Component Analysis.

, , and . Journal of Chemical Information and Modeling, 48 (3): 534-541 (2008)

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Adaptive Soft Sensor Model Using Online Support Vector Regression with the Time Variable and Discussion on Appropriate Parameter Settings., and . KES, volume 22 of Procedia Computer Science, page 580-589. Elsevier, (2013)Erratum for "Development of a New Regression Analysis Method Using Independent Component Analysis"., , and . Journal of Chemical Information and Modeling, 53 (11): 3113 (2013)Automatic Database Monitoring for Process Control Systems., and . IEA/AIE (1), volume 8481 of Lecture Notes in Computer Science, page 410-419. Springer, (2014)On Generative Topographic Mapping and Graph Theory combined approach for unsupervised non-linear data visualization and fault identification., , and . Comput. Chem. Eng., (2017)A novel soft sensor method detecting completion of transition for industrial polymer processes., , and . ICONS, page 551-558. International Federation of Automatic Control, (2009)Applicability Domain Based on Ensemble Learning in Classification and Regression Analyses., and . Journal of Chemical Information and Modeling, 54 (9): 2469-2482 (2014)Novel soft sensor method for detecting completion of transition in industrial polymer processes., , and . Comput. Chem. Eng., 35 (6): 1135-1142 (2011)Formulation of the excess absorption in infrared spectra by numerical decomposition for effective process monitoring., , and . Comput. Chem. Eng., (2018)Sparse Generative Topographic Mapping for Both Data Visualization and Clustering.. J. Chem. Inf. Model., 58 (12): 2528-2535 (2018)De Novo Direct Inverse QSPR/QSAR: Chemical Variational Autoencoder and Gaussian Mixture Regression Models., and . J. Chem. Inf. Model., 63 (3): 794-805 (February 2023)