Assessing regional sustainable development through an integration of nonlinear principal component analysis and Gram Schmidt orthogonalization

This paper used the objective method by principal component analysis and fuzzy mathematics method to assess the coordination degree of human settlements environment and economy since 2005 in Guizhou.Combined with the reality to propose the main countermeasure to realize the regional sustainable development.

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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 ◽

Cited By ~ 26

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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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 ◽

Cited By ~ 23

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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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 ◽

Cited By ~ 1

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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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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Research on the Coordination of Economy and Environment for Poyang Lake Ecological Economic Zone

Advanced Materials Research ◽

10.4028/www.scientific.net/amr.726-731.3976 ◽

2013 ◽

Vol 726-731 ◽

pp. 3976-3980

Author(s):

Chuan Kui Liu ◽

You Yuan Wang

Keyword(s):

Principal Component Analysis ◽

Sustainable Development ◽

Economic Development ◽

Environmental Protection ◽

Quantitative Method ◽

Poyang Lake ◽

Principal Component ◽

Component Analysis ◽

Coordinated Development ◽

Ecological Economic

It is a very important problem that economic and environmental coordinated development in PLEEZ. This paper found economic and environmental systems, a quantitative method was proposed which systemic coordinated evaluation based on the principal component analysis and system index of sustainable development for PLEEZ, the conclusions provide a useful reference to economic development and environmental protection coordination of PLEEZ.

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