Nonlinear principal component analysis using autoassociative neural networks

Mark A. Kramer

doi:10.1002/aic.690370209

Nonlinear principal component analysis using autoassociative neural networks

AIChE Journal ◽

10.1002/aic.690370209 ◽

1991 ◽

Vol 37 (2) ◽

pp. 233-243 ◽

Cited By ~ 1196

Author(s):

Mark A. Kramer

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis ◽

Autoassociative Neural Networks

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Study of Fault Diagnosis of Hydro-Generator Unit Via Ga Nonlinear Principal Component Analysis Neural Network and Bayesian Neural Networks

2006 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2006.258546 ◽

2006 ◽

Author(s):

Qiao-ling Ji ◽

Wei-min Qi ◽

Wei-you Cai ◽

Yuan-chu Cheng

Keyword(s):

Neural Network ◽

Neural Networks ◽

Principal Component Analysis ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis ◽

Bayesian Neural Networks ◽

Generator Unit

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Nonlinear Principal Component Analysis by Neural Networks: Theory and Application to the Lorenz System

Journal of Climate ◽

10.1175/1520-0442(2000)013<0821:npcabn>2.0.co;2 ◽

2000 ◽

Vol 13 (4) ◽

pp. 821-835 ◽

Cited By ~ 75

Author(s):

Adam H. Monahan

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Lorenz System ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis ◽

The Lorenz System

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Nonlinear principal component analysis-based on principal curves and neural networks

Proceedings of 1994 American Control Conference - ACC '94 ◽

10.1109/acc.1994.752266 ◽

2005 ◽

Cited By ~ 10

Author(s):

Dong Dong ◽

T.J. McAvoy

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Principal Curves ◽

Nonlinear Principal Component Analysis

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Principal Component Analysis of Fuzzy Data Using Autoassociative Neural Networks

IEEE Transactions on Fuzzy Systems ◽

10.1109/tfuzz.2004.825990 ◽

2004 ◽

Vol 12 (3) ◽

pp. 336-349 ◽

Cited By ~ 41

Author(s):

T. Denoeux ◽

M.-H. Masson

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Fuzzy Data ◽

Autoassociative Neural Networks

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Nonlinear principal component analysis—Based on principal curves and neural networks

Computers & Chemical Engineering ◽

10.1016/0098-1354(95)00003-k ◽

1996 ◽

Vol 20 (1) ◽

pp. 65-78 ◽

Cited By ~ 434

Author(s):

D. Dong ◽

T.J. McAvoy

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Principal Curves ◽

Nonlinear Principal Component Analysis

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Nonlinear principal component analysis by neural networks

Tellus A Dynamic Meteorology and Oceanography ◽

10.3402/tellusa.v53i5.12230 ◽

2001 ◽

Vol 53 (5) ◽

pp. 599-615 ◽

Cited By ~ 44

Author(s):

William W. Hsieh

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis

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Parallel neural networks for improved nonlinear principal component analysis

Computers & Chemical Engineering ◽

10.1016/j.compchemeng.2019.05.011 ◽

2019 ◽

Vol 127 ◽

pp. 1-10 ◽

Cited By ~ 6

Author(s):

Seongmin Heo ◽

Jay H. Lee

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis

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Nonlinear principal component analysis by neural networks

Tellus A Dynamic Meteorology and Oceanography ◽

10.1034/j.1600-0870.2001.00251.x ◽

2001 ◽

Vol 53 (5) ◽

pp. 599-615 ◽

Cited By ~ 50

Author(s):

William W. Hsieh

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis

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Nonlinear principal component analysis for the radiometric inversion of atmospheric profiles by using neural networks

IEEE Transactions on Geoscience and Remote Sensing ◽

10.1109/36.789630 ◽

1999 ◽

Vol 37 (5) ◽

pp. 2335-2342 ◽

Cited By ~ 39

Author(s):

F. Del Frate ◽

G. Schiavon

Keyword(s):

Neural Networks ◽

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis ◽

Atmospheric Profiles

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Study of Fault Diagnosis of Hydro-Generator Unit Via Ga Nonlinear Principal Component Analysis Neural Network and Bayesian Neural Networks

2006 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2006.259031 ◽

2006 ◽

Cited By ~ 1

Author(s):

Qiao-ling Ji ◽

Wei-min Qi ◽

Wei-you Cai ◽

Yuan-chu Cheng

Keyword(s):

Neural Network ◽

Neural Networks ◽

Principal Component Analysis ◽

Fault Diagnosis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis ◽

Bayesian Neural Networks ◽

Generator Unit

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