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FastICAmatlabtoolbox.rar
- FastICA的matlat软件包,独立分量分析(ICA)在模式识别(如人脸识别),信号分离等领域有着广泛的应用。 ,The FastICA package for MATLAB The FastICA package is a free (GPL) MATLAB program that implements the fast fixed-point algorithm for independent component analysis and projection pursuit.
svm-km.rar
- 支持向量机(SVM)是数据挖掘中的一个新方法,能非常成功地处理回归问题(时间序列分析)和模式识别(分类问题、判别分析)等诸多问题,并可推广于预测和综合评价等领域,因此可应用于理科、工科和管理等多种学科。目前国际上支持向量机在理论研究和实际应用两方面都正处于飞速发展阶段。它广泛的应用于统计分类以及回归分析中. 支持向量机属于一般化线性分类器.他们也可以认为是提克洛夫规则化(Tikhonov Regularization)方法的一个特例.这族分类器的特点是他们能够同时最小化经验误差与最大化几何边缘区
LMSclassifier.rar
- LMS分类器,用于对多维采样点进行分类。可根据类别数修改分类器,模式识别作业里头摘出来的。,LMS classifier, multi-dimensional sampling points used for classification. Can be modified in accordance with several types of classifiers, pattern recognition operations picked up inside.
Backpropagation
- 模式识别课程作业-神经网络分类IRIS数据集.共两层网络,程序有详细注释。程序结果将输出到EXCEL文件中,也很详细。-Course work in pattern recognition- Neural Network Classification IRIS data set. A total of two networks, a detailed program notes. Program results will be output to the EXCEL file, and very
knn
- knn算法,一种基于matlab的模式识别算法,使用分类识别。-KNN algorithm based on matlab, the pattern recognition algorithm, the use of classification and identification.
Parzen-window-method
- 此为模式识别中Parzen窗法估计概率密度函数。 全部程序流程如下: 1、读取FAMALE.TXT文件把身高或体重给数组,并求x1的样本数N1和窗宽、体宽; 2、读取MALE.TXT文件把身高或体重给数组,并求x2的样本数N2和窗宽、体宽; 3、读取Test2.txt文件把对应的身高或体重给数组A并求A的样本数M; 4、利用Parzen窗法估计概率密度函数判别男女性别; 5、对本判别的错误率进行统计。 -This is the pattern recognition
mani.rar
- 流形学习算法,程序中也包含了多种经典的模式识别算法,如MDS、PCA。,Manifold learning algorithm, the program also contains a variety of classical pattern recognition algorithms, such as MDS, PCA.
hsmm_new
- 提供HSMM隐半马尔科夫的前向后向算法。可用于模式识别-Hidden semi-Markov providing HSMM back to the first algorithm. Can be used for pattern recognition
jlhs.rar
- 模式识别作业,用近邻函数法分类的matlab程序,classification using matlab,Pattern recognition operations, with neighbors matlab function method classification procedure, classification using matlab
prtools3.1.7.rar
- 模式识别 MATLAB 的工具箱,比较实用,包括SVM,ICA,PCA,NN等等模式识别算法.,Pattern Recognition Toolbox for MATLAB, more practical, including the SVM, ICA, PCA, NN pattern recognition algorithm and so on.
K-L
- 模式向量维数太大,无法进行模式识别,降维 -k-l
PR_toolbox
- 希腊希尔维亚的模式识别的源码。可以用来学习模式识别。-Source code in Matlab for Pattern Recogintion from xi la
branch_and_board
- 在模式识别应用中,用分支定界法(branch-and-board method)进行特征的选择。该程序在matlab环境下实现了该算法,以从六个特征中选择两个最佳特征为例-In pattern recognition applications, using branch and bound method (branch-and-board method) to carry out the characteristics of choice. The program in the matlab e
BayesianClasser
- 贝叶斯分类器matlab版,可以用于图像分类,检索,模式识别相关工作-bayes classifier is useful to image classify
moshishibie
- 关于模式识别的几个matlab程序,包括fisher;parzen窗;感知函数等等。-Matlab on the number of pattern recognition procedures, including the fisher parzen window perceptual function and so on.
naivebayes
- 模式识别中朴素贝叶斯分类器,实习数据的良好分类技术-naive bayesian classification
parzen
- 二维数据集Parzen方窗非参数估计PDF(概率密度函数),三维结果显示,有图,有完整说明文档和程序运行说明,matlab编程环境,此为模式识别小作业 parzen-Dimensional data set Parzen Window non-parametric estimation side PDF (probability density function), three-dimensional results show that map, with complete documentat
fuzzpid
- 利用Matlab工具箱设计模糊控制器 49条模糊控制规则形成一个模糊控制规则矩阵,然后根据模糊输入量按照相应的模糊推理算法完成计算,并决策出模糊输出量。 输出模糊量的解模糊方法选取重心法。-Computer simulation of fuzzy control system based on fuzzy toolbox and SIMULINK
BP
- MATLAB小程序,实现模式识别中的BP算法,并且附实验结果图。-MATLAB small programs to achieve the BP algorithm for pattern recognition, and the experimental results attached map.
ClassifierforUSPSdata
- 用于对USPS数据进行分类的各种分类器,用于对多维采样点进行无监督分类。可根据类别数修改分类器,模式识别作业的部分代码。 -USPS data for the various classification categories, for sampling points on the multi-dimensional non-supervised classification. Can be modified in accordance with several types of class