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Kepeng Qiu


8 total contributions since 2019

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Submitted


Support Vector Data Description (SVDD)
MATLAB Code for abnormal detection or fault detection using Support Vector Data Description (SVDD) with extended modules.

12 days ago | 36 downloads |

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Submitted


Kernel Principal Component Analysis (KPCA)
KPCA for dimensionality reduction, fault detection, and fault diagnosis.

26 days ago | 64 downloads |

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Submitted


Decision Boundaries Visualization of SVDD (libsvm-3.23)
Decision Boundaries Visualization of SVDD (libsvm-3.23)

2 months ago | 16 downloads |

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Answered
How to use PLS toolbox in Matlap?
I have not used the toolbox. But you can try using the demo I wrote about PLS regression model. https://ww2.mathworks.cn/matla...

2 months ago | 0

Submitted


libsvm-SVDD-WOA
Using the WOA algorithm to optimize the parameters of the SVDD algorithm in libsvm

2 months ago | 6 downloads |

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Submitted


Gaussian Process Regression (GPR)
Gaussian Process Regression using GPML toolbox V4.2

3 months ago | 28 downloads |

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Submitted


Partial-Least-Squares
Regression using Partial Least Squares (PLS)

3 months ago | 9 downloads |

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Submitted


Relevance Vector Machine (RVM)
Prediction based on Relevance Vector Machine (RVM) using SB2_Release_200 toolbox

5 months ago | 17 downloads |

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