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SVM
In this paper, we show how support vector machine (SVM) can be
employed as a powerful tool for $k$-nearest neighbor (kNN)
classifier. A novel multi-class dimensionality reduction approach,
Discriminant Analysis via Support Vectors (SVDA), is introduced by
using the SVM. The kernel mapping idea is used to derive the
non-linear version, Kernel Discriminant via Support Vectors (SVKD).
In SVDA, only support vectors are involved to obtain the
transformation matrix. Thus, the computational complexity can be
greatly reduced for kernel based feature extraction. Experiments
carried out on several standard databases show a clear improvement
on LDA-based recognition
- 2010-02-20 01:10:17下载
- 积分:1
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svm
Support Vector Machine is small sample method based on statistic learning theory. It is a new method to deal with the highly nonlinear classification and regression problems .It can better deal with the small sample, nonlinear and (Support Vector Machine is small sample method based on statistic learning theory. It is a new method to deal with the highly nonlinear classification and regression problems. It can better deal with the small sample, nonlinear and)
- 2007-10-10 11:08:14下载
- 积分:1
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Matlab
钟麟《Matlab仿真技术与应用教程》学习用(Zhong Lin Matlab Simulation Technology and Application Guide)
- 2010-05-11 15:56:49下载
- 积分:1
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hw1_pr4
this file have machine learn good file needed to solve home work
- 2014-09-25 19:10:37下载
- 积分:1
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46991080RayleighFadingSimulation
rayleigh fading channelmodel
- 2013-04-30 02:13:00下载
- 积分:1
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libsvm_2.5_Guide
LibSVM代码说明,有助于对算法实现的理解。(LibSVM Guide)
- 2009-04-11 10:10:44下载
- 积分:1
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modulation
用matlab仿真随机信号的调制解调,并绘制调制信号、已调信号、解调信号、输出信号的频谱、功率谱密度,自相关函数(Matlab simulation of random signals with modulation and demodulation, and draw the modulation signal, modulated signal, the demodulated signal, the output signal spectrum, power spectral density, autocorrelation function)
- 2010-11-26 00:14:13下载
- 积分:1
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matlabchejiandiaodu
matlab解决实际生产车间调度问题求得最优化解(matlab to solve practical production workshop scheduling optimization solution obtained
)
- 2012-05-13 22:46:15下载
- 积分:1
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calculatell
DNA编码序列算法,很好用的,可以学习学习(DNA sequence encoding algorithm, very good use, you can learn)
- 2013-09-01 16:56:36下载
- 积分:1
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ESPRIT2014
阵列信号处理的esprit算法 提供了阵列信号DOA估计的一种算法的matlab程序,有注释。(Array signal processing of the esprit algorithm provides an algorithm for the array signal DOA estimation of matlab, with comments.)
- 2014-10-21 21:09:01下载
- 积分:1