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- KECA_Journal_Article Robert Jenssen 撰写论文原文(We introduce kernel entropy component analysis (kernel ECA) as a new method for data transformation and dimensionality reduction. Kernel ECA reveals structure relating to the Renyi entropy of the input space data set
文件名称:kernel_eca-master
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Kernel Entropy Component Analysis,KECA方法的作者R. Jenssen自己写的MATLAB代码,文章发表在2010年5月的IEEE TPAMI上面-Kernel Entropy Component Analysis, by R. Jenssen, published in IEEE TPAMI 2010.(We introduce kernel entropy component analysis (kernel ECA) as a new method for data transformation and dimensionality reduction. Kernel ECA reveals structure relating to the Renyi entropy of the input space data set, estimated via a kernel matrix using Parzen windowing. This is achieved by projections onto a subset of entropy preserving kernel principal component analysis (kernel PCA) axes. This subset does not need, in general, to correspond to the top eigenvalues of the kernel matrix, in contrast to the dimensionality reduction using kernel PCA. We show that kernel ECA may produce strikingly different transformed data sets compared to kernel PCA, with a distinct angle-based structure. A new spectral clustering algorithm utilizing this structure is developed with positive results. Furthermore, kernel ECA is shown to be an useful alternative for pattern denoising.)
相关搜索: keca-python
(系统自动生成,下载前可以参看下载内容)
下载文件列表
| 文件名 | 大小 | 更新时间 |
|---|---|---|
| kernel_eca-master | ||
| kernel_eca-master\.gitignore | 759 | 2016-02-12 |
| kernel_eca-master\.travis.yml | 662 | 2016-02-12 |
| kernel_eca-master\Example.ipynb | 4465 | 2016-02-12 |
| kernel_eca-master\LICENSE | 1468 | 2016-02-12 |
| kernel_eca-master\MANIFEST.in | 90 | 2016-02-12 |
| kernel_eca-master\README.md | 1268 | 2016-02-12 |
| kernel_eca-master\kernel_eca | ||
| kernel_eca-master\kernel_eca\__init__.py | 164 | 2016-02-12 |
| kernel_eca-master\kernel_eca\kernel_eca.py | 7012 | 2016-02-12 |
| kernel_eca-master\setup.cfg | 39 | 2016-02-12 |
| kernel_eca-master\setup.py | 2069 | 2016-02-12 |
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