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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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chengx
说明: matlab读取txt文件,并进行福利叶变换,EMG信号的读取程序(matlab read the txt file, and make welfare Fourier transform, EMG signals of the read process)
- 2011-04-12 09:10:27下载
- 积分:1
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kafbox-1.4
Kernel自适应滤波器算法是基于Kernels的在线自适应回归算法。非常适合非线性滤波,跟踪和回归。该工具箱包括算法,演示和性能比较工具(Kernel adaptive filtering algorithms are online and adaptive regression algorithms based on kernels. They are suitable for nonlinear filtering, prediction, tracking and nonlinear regression in general. This toolbox includes algorithms, demos, and tools to compare their performance.)
- 2018-04-22 12:46:42下载
- 积分:1
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zhengtaifenbujianyanfa
白噪声的正太分布检验法
详细理论参见何书元《应用时间序列分析》(White noise distribution of the test is too detailed theory see Dr Shu-yuan, " the application of time series analysis" )
- 2009-07-15 16:41:59下载
- 积分:1
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source-code
Matlab程序设计书籍中的源代码,希望对大家都有用。(the source code of the Matlab program )
- 2014-08-27 12:49:09下载
- 积分:1
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snake_demo
Snake Algorithem,Snake Method Example
- 2010-06-18 13:28:47下载
- 积分:1
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Mean_C-based_multi-class_pattern_recognition
基于C均值的多类模式识别,满足正态分布的样本进行分类训练。(Mean C-based multi-class pattern recognition, classification of samples to meet the normal training.)
- 2011-01-09 01:36:31下载
- 积分:1
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LT_BIAWGN_sim1
说明: 基于 高斯白噪声信道的LT码源程序 ,喷泉码的一种(the LT source code based on Gaussian white noise channel )
- 2011-03-22 22:20:40下载
- 积分:1
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Poincare_New
Poincare code for detect the area of object. this the new work.
- 2013-09-21 22:57:42下载
- 积分:1
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PMSG_detailed
Detail working of PMSG with in pitch and yaw control
- 2015-02-21 18:44:48下载
- 积分:1