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Papers

Multivariate image analysis for real time process monitoring and control
Bharati, M., MacGregor, J. F.
Industrial and Engineering Chemistry Research, 37 4715-4724 (1998)  -  [ Publisher Version ]
Analysis of multiblock and hierarchical PCA and PLS models
Westerhuis J.A., Kourti, T., MacGregor, J. F.
Journal of Chemometrics, 12 301-321 (1998)  -  [ Publisher Version ]
Adaptive batch monitoring using hierarchical PCA
Rannar, S., MacGregor, J. F., Wold. S.
Journal of Chemometrics, 41 73-81 (1998)  -  [ Publisher Version ]
Off-line diagnosis of deterministic faults in continuous dynamic multivariable processes using speech recognition methods
Kassidas, A., Taylor, P.A., MacGregor, J. F.
Journal of Process Control, 8 381-393 (1998)  -  [ Publisher Version ]
Product quality control in semibatch reactors using midcourse correction policies
Yabuki, Y., MacGregor, J. F.
Industrial and Engineering Chemistry Research, 36 1268-1275 (1997)  -  [ Publisher Version ]
Using on-line process data to improve quality: challenges for statisticians
International Statistical Review, 65 309-323 (1997)  -  [ Publisher Version ]
Improved PLS algorithms
Dayal, B., MacGregor, J. F.
Journal of Chemometrics, 11 73-85 (1997)  -  [ Publisher Version ]
Multi-output process identification
Dayal, B., MacGregor, J. F.
Journal of Process Control, 7 269-282 (1997)  -  [ Publisher Version ]
Recursive exponentially weighted PLS and its applications to adaptive control and prediction
Dayal, B., MacGregor, J. F.
Journal of Process Control, 7 169-179 (1997)  -  [ Publisher Version ]
Real-time Operations Optimization of Continuous Processes
Marlin, T. E., Hrymak, A.N.
Chemical Process Control-V Conference, Tasho City, Nevada, Jan 7-12 (1996)
Missing data methods in PCA and PLS: Score calculations with incomplete observations
Nelson, P.R.C., Taylor, P.A., MacGregor, J. F.
Chemometrics and Intelligent Laboratory Systems, 35 45-65 (1996)  -  [ Publisher Version ]
Design cost: a systematic approach to technology selection for model-based real-time optimization systems
Forbes, J.F., Marlin, T. E.
Computers and Chemical Engineering, 20 717-734 (1996)  -  [ Publisher Version ]
Experiences with industrial applications of projection methods for multivariate statistical process control
Kourti, T., Lee, J., MacGregor, J. F.
Computers and Chemical Engineering, 20 S745-S750 (1996)  -  [ Publisher Version ]
Identification of finite impulse response models: Methods and robustness issues
Dayal, B., MacGregor, J. F.
Industrial and Engineering Chemistry Research, 35 4078-4090 (1996)  -  [ Publisher Version ]
Detection and diagnosis of abnormal batch operations based on multiway principal component analysis
Nomikos, P.
ISA Transactions, 35 259-266 (1996)  -  [ Publisher Version ]
Frameworks for latent variable multivariate regression
Burnham, A.J., Viveros, R., MacGregor, J. F.
Journal of Chemometrics, 10 31-45 (1996)  -  [ Publisher Version ]
Multivariate SPC methods for process and product monitoring
Kourti, T., MacGregor, J. F.
Journal of Quality Technology, 28 409-428 (1996)
Process analysis, monitoring and diagnosis using multivariate projection methods - A tutorial
Kourti, T., MacGregor, J. F.
Chemometrics and Intelligent Laboratory Systems, 28 3-21 (1995)  -  [ Publisher Version ]
Multi-way partial least squares in monitoring batch processes
Nomikos, P., MacGregor, J. F.
Chemometrics and Intelligent Laboratory Systems, 30 97-108 (1995)  -  [ Publisher Version ]
Statistical process control of multivariate processes
MacGregor, J. F., Kourti, T.
Control Engineering Practice, 3 403-414 (1995)  -  [ Publisher Version ]
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