Variable Selection in Nonlinear Principal Component Analysis

Nonlinear Principal Component Analysis and Its Applications - SpringerBriefs in Statistics ◽

10.1007/978-981-10-0159-8_4 ◽

2016 ◽

pp. 31-45 ◽

Author(s):

Yuichi Mori ◽

Masahiro Kuroda ◽

Naomichi Makino

Keyword(s):

Principal Component Analysis ◽

Variable Selection ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis

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Fuzzy Based Nonlinear Principal Component Analysis for Process Monitoring

International Journal of Control Theory and Computer Modeling ◽

10.5121/ijctcm.2012.2301 ◽

2012 ◽

Vol 2 (3) ◽

pp. 1-8

Author(s):

Ahmad Derakhshandeh

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis

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Exact methods for variable selection in principal component analysis: Guide functions and pre-selection

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2012.06.014 ◽

2013 ◽

Vol 57 (1) ◽

pp. 95-111 ◽

Author(s):

Joaquín Pacheco ◽

Silvia Casado ◽

Santiago Porras

Keyword(s):

Principal Component Analysis ◽

Variable Selection ◽

Principal Component ◽

Component Analysis ◽

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Sensor fault detection, isolation and reconstruction using nonlinear principal component analysis

International Journal of Automation and Computing ◽

10.1007/s11633-007-0149-6 ◽

2007 ◽

Vol 4 (2) ◽

pp. 149-155 ◽

Author(s):

Mohamed-Faouzi Harkat ◽

Salah Djelel ◽

Noureddine Doghmane ◽

Mohamed Benouaret

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Sensor Fault ◽

Nonlinear Principal Component Analysis ◽

Sensor Fault Detection

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A Principal Component Analysis (PCA)-based framework for automated variable selection in geodemographic classification

Geo-spatial Information Science ◽

10.1080/10095020.2019.1621549 ◽

2019 ◽

Vol 22 (4) ◽

pp. 251-264 ◽

Author(s):

Yunzhe Liu ◽

Alex Singleton ◽

Daniel Arribas-Bel

Keyword(s):

Principal Component Analysis ◽

Variable Selection ◽

Principal Component ◽

Component Analysis ◽

Geodemographic Classification

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Complexity of free energy landscapes of peptides revealed by nonlinear principal component analysis

Proteins Structure Function and Bioinformatics ◽

10.1002/prot.21185 ◽

2006 ◽

Vol 65 (4) ◽

pp. 898-913 ◽

Author(s):

Phuong H. Nguyen

Keyword(s):

Principal Component Analysis ◽

Free Energy ◽

Principal Component ◽

Component Analysis ◽

Energy Landscapes ◽

Nonlinear Principal Component Analysis ◽

Free Energy Landscapes

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RBF networks-based nonlinear principal component analysis for process fault detection

2005 International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2005.1527784 ◽

2005 ◽

Author(s):

Zheng Niu ◽

Ji-Zhen Liu ◽

Yu-Guang Niu

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Rbf Networks ◽

Nonlinear Principal Component Analysis

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Prediction of AOD data by geographical and temporal weighted regression with nonlinear principal component analysis

Arabian Journal of Geosciences ◽

10.1007/s12517-020-05911-9 ◽

2020 ◽

Vol 13 (17) ◽

Author(s):

Guangchao Li ◽

Wei Chen ◽

Ruren Li ◽

Yijin Chen ◽

Hongru Bi ◽

...

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Weighted Regression ◽

Nonlinear Principal Component Analysis

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Reconstruction of total radiance spectra of fluorescent samples by means of nonlinear principal component analysis

Journal of the Optical Society of America A ◽

10.1364/josaa.30.001862 ◽

2013 ◽

Vol 30 (9) ◽

pp. 1862 ◽

Author(s):

Marjan Barakzehi ◽

Seyed Hossein Amirshahi ◽

Shahram Peyvandi ◽

Mansoureh Ghanbar Afjeh

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis

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Nonlinear principal component analysis of noisy data

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.247086 ◽

2006 ◽

Author(s):

W.W. Hsieh

Keyword(s):

Principal Component Analysis ◽

Principal Component ◽

Component Analysis ◽

Nonlinear Principal Component Analysis

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Nonlinear Principal Component Analysis Approach to Pattern Recognition

Modeling of Artificial Intelligence ◽

10.13187/mai.2016.9.24 ◽

2016 ◽

Vol 9 (1) ◽

Keyword(s):

Principal Component Analysis ◽

Pattern Recognition ◽

Principal Component ◽

Component Analysis ◽

Analysis Approach ◽

Nonlinear Principal Component Analysis

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