pca

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

说明：  sar程序RD算法正侧视单点成像算法，具体说明在程序中都有(Side sar program is a single point of RD algorithm for imaging algorithm, specifying in the program have)

说明：  常规调幅，也叫有载波双边带调制，按求包络的方法解调(Conventional AM, also known as there are bilateral with carrier modulation, in accordance with the method for envelope demodulation)

读取语音信号 对语音信号进行分帧 加窗 傅立叶变换 并且实现倒谱(Read the speech signal of the voice signal framing windowed Fourier transform and the realization of cepstrum)

matlab时频分析配套源码第6章的程序，请大家共享(Matlab time-frequency analysis supporting source Chapter 6 of the procedures, please share)

matlab来编写多元逐步回归分析，初学者适合(Matlab to prepare multiple stepwise regression analysis, suitable for beginners)

Very good paper on Neural network algorithm

车牌识别算法。包括图像预处理、车牌分割、字符分割(License plate recognition algorithm. Including image preprocessing, license plate segmentation, character segmentation and character recognition)

this is a pegasis related code.

说明：  演化算法的使用分析，从效率上，从收敛速度上都做了仔细的分析(The use of evolutionary algorithms analysis of efficiency, from the convergence rate has done a careful analysis of)