Complex process monitoring using modified partial least squares method of independent component regression
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[1] A. Höskuldsson. PLS regression methods , 1988 .
[2] S. Wold,et al. Nonlinear PLS modeling , 1989 .
[3] I. E. Frank. A nonlinear PLS model , 1990 .
[4] Thomas J. McAvoy,et al. Nonlinear PLS Modeling Using Neural Networks , 1992 .
[5] S. Wold. Nonlinear partial least squares modelling II. Spline inner relation , 1992 .
[6] Manfred Morari,et al. PLS/neural networks , 1992 .
[7] S. Wold,et al. A PLS kernel algorithm for data sets with many variables and fewer objects. Part 1: Theory and algorithm , 1994 .
[8] Edward C. Malthouse,et al. Nonlinear partial least squares , 1997 .
[9] Te-Won Lee,et al. Independent Component Analysis , 1998, Springer US.
[10] Gunnar Rätsch,et al. Kernel PCA and De-Noising in Feature Spaces , 1998, NIPS.
[11] Erkki Oja,et al. Independent component analysis: algorithms and applications , 2000, Neural Networks.
[12] Nello Cristianini,et al. An Introduction to Support Vector Machines and Other Kernel-based Learning Methods , 2000 .
[13] Richard D. Braatz,et al. Fault Detection and Diagnosis in Industrial Systems , 2001 .
[14] S. Wold,et al. Some recent developments in PLS modeling , 2001 .
[15] Roman Rosipal,et al. Kernel Partial Least Squares Regression in Reproducing Kernel Hilbert Space , 2002, J. Mach. Learn. Res..
[16] S. Wold,et al. PLS-regression: a basic tool of chemometrics , 2001 .
[17] R. Rosipal,et al. Kernel Partial Least Squares for Nonlinear Regression and Discrimination , 2002 .
[18] Ahmet Palazoglu,et al. Orthogonal nonlinear partial least-squares regression , 2003 .
[19] Manabu Kano,et al. Monitoring independent components for fault detection , 2003 .
[20] Roman Rosipal,et al. Kernel PLS-SVC for Linear and Nonlinear Classification , 2003, ICML.
[21] S. Joe Qin,et al. Statistical process monitoring: basics and beyond , 2003 .
[22] A. Jang,et al. Effect of dissolved oxygen concentration on the biofilm and in situ analysis by fluorescence in situ hybridization (FISH) and microelectrodes. , 2003, Water science and technology : a journal of the International Association on Water Pollution Research.
[23] ChangKyoo Yoo,et al. Statistical process monitoring with independent component analysis , 2004 .
[24] ChangKyoo Yoo,et al. Statistical monitoring of dynamic processes based on dynamic independent component analysis , 2004 .
[25] Gibaek Lee,et al. Multiple-Fault Diagnosis of the Tennessee Eastman Process Based on System Decomposition and Dynamic PLS , 2004 .
[26] ChangKyoo Yoo,et al. On-line monitoring of batch processes using multiway independent component analysis , 2004 .
[27] Manabu Kano,et al. Evolution of multivariate statistical process control: application of independent component analysis and external analysis , 2004, Comput. Chem. Eng..
[28] X. Wang,et al. Statistical Process Control Charts for Batch Operations Based on Independent Component Analysis , 2004 .
[29] C. Yoo,et al. Nonlinear process monitoring using kernel principal component analysis , 2004 .
[30] Frank Westad,et al. Independent component analysis and regression applied on sensory data , 2005 .
[31] In-Beum Lee,et al. A novel multivariate regression approach based on kernel partial least squares with orthogonal signal correction , 2005 .
[32] In-Beum Lee,et al. Fault detection and diagnosis based on modified independent component analysis , 2006 .
[33] S. Joe Qin,et al. Fault Detection of Nonlinear Processes Using Multiway Kernel Independent Component Analysis , 2007 .
[34] Natasa Kovacevic,et al. Groupwise independent component decomposition of EEG data and partial least square analysis , 2007, NeuroImage.
[35] S. Qin,et al. Improved nonlinear fault detection technique and statistical analysis , 2008 .
[36] Yingwei Zhang,et al. Fault Detection and Diagnosis of Nonlinear Processes Using Improved Kernel Independent Component Analysis (KICA) and Support Vector Machine (SVM) , 2008 .
[37] Hiromasa Kaneko,et al. Development of a new soft sensor method using independent component analysis and partial least squares , 2009 .