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stprtool
统计模式识别工具箱(Statistical Pattern Recognition Toolbox)包含:
1,Analysis of linear discriminant function
2,Feature extraction: Linear Discriminant Analysis
3,Probability distribution estimation and clustering
4,Support Vector and other Kernel Machines(
This section should give the reader a quick overview of the methods implemented in
STPRtool.
• Analysis of linear discriminant function: Perceptron algorithm and multiclass
modification. Kozinec’s algorithm. Fisher Linear Discriminant. A collection
of known algorithms solving the Generalized Anderson’s Task.
• Feature extraction: Linear Discriminant Analysis. Principal Component Analysis
(PCA). Kernel PCA. Greedy Kernel PCA. Generalized Discriminant Analysis.
• Probability distribution estimation and clustering: Gaussian Mixture
Models. Expectation-Maximization algorithm. Minimax probability estimation.
K-means clustering.
• Support Vector and other Kernel Machines: Sequential Minimal Optimizer
(SMO). Matlab Optimization toolbox based algorithms. Interface to the
SVMlight software. Decomposition approaches to train the Multi-class SVM classifiers.
Multi-class BSVM formulation trained by Kozinec’s algorithm, Mitchell-
Demyanov-Molozenov algorithm )
- 2009-03-13 17:03:40下载
- 积分:1
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MATLABSTFT
说明: 短时傅立叶变换程序,可得信号时频曲线,希望对大家有所帮助(Short time Fourier transform procedure can be time-frequency curve, we hope to help)
- 2011-03-31 22:45:45下载
- 积分:1
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dcs
应用地球物理学电法勘探对称四级直流电测深matlab程序(Electrical method of applied geophysics exploration symmetrical four DC sounding matlab program)
- 2012-05-30 19:14:56下载
- 积分:1
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Project_4_haze-removal
haze removal code using matlab . software based taken a research paper
- 2014-11-12 15:52:32下载
- 积分:1
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lvboqi
自适应滤波器,运用自能算法滤除噪音,实现滤波(Adaptive filter, using the can filter out noise, the algorithm to implement filtering)
- 2015-01-09 17:37:25下载
- 积分:1
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facerecognization
使用matlab进行仿真,还有pca降维,kl变换方法进行人脸识别的参考论文(Using MATLAB simulation, and the PCA dimension reduction, the KL transform method for face recognition reference papers)
- 2013-12-10 16:36:57下载
- 积分:1
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sample2
最大熵法与Welch法估计的功率谱的比较。
多信号分类法估计的功率谱。
(Maximum entropy method and Welch' s power spectrum estimation comparison. Classification of multi-signal power spectrum estimate.)
- 2009-02-04 23:10:50下载
- 积分:1
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ISODATA
isodata 迭代自组织的数据分析算法(isodata )
- 2010-11-23 09:51:57下载
- 积分:1
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Matplotlib
介绍matplotlib编程的一本电子书籍,讲解生动,由浅入深。(An electronic book that introduces matplotlib programming. )
- 2012-05-05 11:08:22下载
- 积分:1
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SMC_DCDC
mo phong DC dc converter
- 2009-11-04 22:25:33下载
- 积分:1