Classification of Metabolites with Kernel-Partial Least Squares (K-PLS)

Mark J. Embrechts; Sean Ekins

doi:10.1124/dmd.106.013185

Classification of Metabolites with Kernel-Partial Least Squares (K-PLS)

Drug Metabolism and Disposition ◽

10.1124/dmd.106.013185 ◽

2006 ◽

Vol 35 (3) ◽

pp. 325-327 ◽

Cited By ~ 20

Author(s):

Mark J. Embrechts ◽

Sean Ekins

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Kernel Partial Least Squares

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Classification of Proteomic Data with Logistic Kernel Partial Least Squares Algorithm

2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) ◽

10.1109/cvpr.2005.430 ◽

2006 ◽

Author(s):

Zhenqiu Liu ◽

Dechang Chen ◽

Jianjun Tian

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Kernel Partial Least Squares ◽

Proteomic Data ◽

Least Squares Algorithm

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Image Super-resolution Reconstruction Based on Kernel Partial Least Squares and Weighted Boosting

JOURNAL OF ELECTRONICS INFORMATION TECHNOLOGY ◽

10.3724/sp.j.1146.2011.01191 ◽

2013 ◽

Vol 34 (7) ◽

pp. 1525-1530

Author(s):

Xiao-yan Li ◽

Hong-jie He ◽

Zhong-ke Yin ◽

Fan Chen

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Super Resolution ◽

Kernel Partial Least Squares ◽

Image Super Resolution

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Quality-related fault detection approach based on dynamic kernel partial least squares

Chemical Engineering Research and Design ◽

10.1016/j.cherd.2015.12.015 ◽

2016 ◽

Vol 106 ◽

pp. 242-252 ◽

Cited By ~ 50

Author(s):

Qilong Jia ◽

Yingwei Zhang

Keyword(s):

Fault Detection ◽

Least Squares ◽

Partial Least Squares ◽

Kernel Partial Least Squares ◽

Detection Approach

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Optimal Learning Rates for Kernel Partial Least Squares

Journal of Fourier Analysis and Applications ◽

10.1007/s00041-017-9544-8 ◽

2017 ◽

Vol 24 (3) ◽

pp. 908-933 ◽

Cited By ~ 1

Author(s):

Shao-Bo Lin ◽

Ding-Xuan Zhou

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Optimal Learning ◽

Kernel Partial Least Squares ◽

Learning Rates

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A Novel Framework for Fault Diagnosis Using Kernel Partial Least Squares Based on an Optimal Preference Matrix

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2017.2668986 ◽

2017 ◽

Vol 64 (5) ◽

pp. 4315-4324 ◽

Cited By ~ 28

Author(s):

Jun Yi ◽

Di Huang ◽

Haibo He ◽

Wei Zhou ◽

Qi Han ◽

...

Keyword(s):

Fault Diagnosis ◽

Least Squares ◽

Partial Least Squares ◽

Kernel Partial Least Squares ◽

Preference Matrix

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Comparison of partial least squares‐discriminant analysis and soft independent modeling of class analogy methods for classification of Saccharomyces cerevisiae cells based on mid‐infrared spectroscopy

Journal of Chemometrics ◽

10.1002/cem.3340 ◽

2021 ◽

Author(s):

Pedro Sousa Sampaio ◽

Cecília R. C. Calado

Keyword(s):

Saccharomyces Cerevisiae ◽

Infrared Spectroscopy ◽

Discriminant Analysis ◽

Least Squares ◽

Partial Least Squares ◽

Mid Infrared ◽

Mid Infrared Spectroscopy

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Gene Function Prediction from Functional Association Networks Using Kernel Partial Least Squares Regression

PLoS ONE ◽

10.1371/journal.pone.0134668 ◽

2015 ◽

Vol 10 (8) ◽

pp. e0134668 ◽

Cited By ~ 12

Author(s):

Sonja Lehtinen ◽

Jon Lees ◽

Jürg Bähler ◽

John Shawe-Taylor ◽

Christine Orengo

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Gene Function ◽

Partial Least Squares Regression ◽

Function Prediction ◽

Least Squares Regression ◽

Gene Function Prediction ◽

Functional Association ◽

Kernel Partial Least Squares

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Kernel Partial Least-Squares Regression

The 2006 IEEE International Joint Conference on Neural Network Proceedings ◽

10.1109/ijcnn.2006.1716243 ◽

2006 ◽

Author(s):

Bai Yifeng ◽

Xiao Jian ◽

Yu Long

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Partial Least Squares Regression ◽

Least Squares Regression ◽

Kernel Partial Least Squares

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An In Silico Method for Screening Nicotine Derivatives as Cytochrome P450 2A6 Selective Inhibitors Based on Kernel Partial Least Squares

International Journal of Molecular Sciences ◽

10.3390/i8020166 ◽

2007 ◽

Vol 8 (2) ◽

pp. 166-179 ◽

Cited By ~ 21

Author(s):

Yonghua Wang ◽

Yan Li ◽

Bin Wang

Keyword(s):

Cytochrome P450 ◽

Least Squares ◽

Partial Least Squares ◽

In Silico ◽

Selective Inhibitors ◽

Kernel Partial Least Squares ◽

Cytochrome P450 2A6 ◽

Nicotine Derivatives

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Face super-resolution via semi-kernel partial least squares and dictionaries coding

2015 IEEE International Conference on Digital Signal Processing (DSP) ◽

10.1109/icdsp.2015.7251942 ◽

2015 ◽

Cited By ~ 1

Author(s):

Qiang Zhang ◽

Fei Zhou ◽

Fan Yang ◽

Qingmin Liao

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Super Resolution ◽

Kernel Partial Least Squares

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