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核函数主成分分析，用于数据的特征提取，对于训练样本的降维有较好的效果(Kernel principal component analysis, feature extraction for data, which can effectively reduce the dimension of training samples, the better)

一份智能控制的课程报告，包括PID参数整定的简便有效方法及模糊控制器的设计,包含二者的详细matlab仿真,及其结果对比，可以依葫芦画瓢。(Course report intelligent control, including PID parameter tuning and design a simple and effective method of fuzzy controller, containing both detailed matlab simulation, and the results were compared, can Yihuhuhuapiao.)

这是一个使用希尔伯特黄变化提取心音包络的程序(extract the envelope of the heart sound based on hilbert-hung transfrom)

基于模糊自适应的交互多模型的多目标跟踪的仿真程序,还有和其他方法的对比(Interaction based on fuzzy self-adaptive multi-model multi-target tracking simulation program, as well as contrast and other means )

说明：  (1)按残差方差定阶，(2) AIC准则，(3)按残差白色定阶，(4)零点—极点消去检验定阶，(5)利用行列式比定阶，(6)利用Hankel矩阵定阶。课件为学习系统模型定阶的方法，希望对大家有用。((1) the residual variance given order, (2) the AIC criteria, (3) order determination of residual white, (4) Zero- Pole to eliminate test order determination, (5) use of a determinant than the fixed-order, (6)Hankel matrix order determination. Courseware for learning the method of the system model order and the hope that useful.)

Some New Indexes of Cluster Validity

429总线传输,与MATLAB通信，采用共享内存的机制(429bus transmation)

无限混合模型的非监督学习算法的例程和MATLAB代码(It s a set of MATLAB m-files implementing the mixture fitting algorithm.It consists of a main MATLAB function and three auxiliary functions.)

读取美国SIR系列雷达的数据，有利于我们在MATLAB上实现对雷达采集数据的处理(Read the U.S. SIR series of radar data will help us to achieve in the MATLAB processing of radar data collection)

MATLAB implementation of time series prediction Based on the VQTAM method described in the following papers: G. A. Barreto & A. F. R. Araujo (2004) "Identification and Control of Dynamical Systems Using the Self-Organizing Map" IEEE Transactions on Neural Networks, vol. 15, no. 5.