ROOP R,SHI Zhen-qi.Application of principal component analysis(PCA)to evaluating the deformation behaviors of pharmaceutical powders[J].Journal of Pharmaceutical Innovation,2013,82:121-130.
[2]
WU Jia,LUO Wei,WANG Xue-kai.A new application of WT-ANN method to control the preparation process of met form in hydrochloride tablets by near infrared spectroscopy compared to PLS[J].Pharmceutical and Biomedical Analysis,2013,80(1):186-191.
[3]
GEERT G,JEF V,JAN F.Discriminating between critical and noncritical disturbances in(Bio)chemical bach processes using multi-model fault detection and end-quality prediction[J].Industrial and Engineering Chemistry Research,2012,51:12375-12385.
[4]
NAES T,TOMIC O.Multi-block regression based on combination so for thogonalisation,PLS regressionand canonical correlation analysis[J].Chemometrics and Intelligent Laboratory Systems,2013,124:32-42.
[5]
ZHANG Ying-wei,HU Zhi-yong.Multivariate process monitoring and analysis based on multi-scale KPLS[J].Chemical Engineering Research&Design,2011,89(12):2667-2678.
[6]
ZHANG Ying-wei,AN Jia-yu,LI Zhi-ming.Modeling and monitoring for handling nonlinear dynamic processes[J].Information Sciences,2013,235:97-105.
[7]
ZHANG Ying-wei,TENG Yong-dong,ZHANG Yang.Complex process quality prediction using modifies kernel partial least squares[J].Chemical Engineer Science,2010,65:2153-2158.
[8]
ROSIPAL R,TREJ O,LI J.Kernel partial least squares regression in reproducing kernel Hilbert space[J].Journal of Machine Learning Research,2001,2(6):97-123.
[9]
LI Xiao-guang,ZHOU Xia-qing.A KPLS eigentransformation model based face hallucination algorithm[J].Chinese Journal of Electronics,2011,21(4):683-686.
[10]
JENSSEN R.Kernel entropy component analysis[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2010,32(5):847-860.
[11]
PENG Xin-jun,XU Dong.A local information based feature selection algorithm for data regression[J].IEEE Transactions on Industrial Electronics,2013,60(9):4063-4073.
[12]
SWATI S,ASHOK G.Feature selection for medical diagnosis:evaluation for cardiovascular diseases[J].Expert Systems with Applications,2013,40(10):4146-4153.
[13]
齐咏生,王普,高学金,等.基于多阶段动态PCA的发酵过程故障监测[J].北京工业大学学报,2012,38(10):1474-1481.QI Yong-sheng,WANG Pu,GAO Xue-jin,et al.Fault detection for fermentation process based on multiphase dynamic PCA[J].Journal of Beijing University of Technology,2012,38(10):1474-1481.(in Chinese)
[14]
LEE Jong-min,YOO Chang-kyoo.Fault detection of batch processes using multiway kernel principal component analysis[J].Computers&Chemical Engineering,2004,28:1837-1847.
[15]
ZHANG Ying-wei,TENG Yong-dong.Process data modeling using modified kernel partial least squares[J].Chemical Engineering Science,2010,65(24):6353-6361.
[16]
GEER G,JEF V,JAN F M.Discriminating between critical and noncritical disturbances in chemical batch process using multimode fault detection and end-quality prediction[J].Industrial and Engineering Chemistry Research,2012,51:12375-12385.