Search - SVM fuzzy

[matlab] nonlinear(exp)_FLSSVM

Description: 基于模糊的最小支持响亮机,用来分类效果比一些常用的要好很多.-based on fuzzy loud support of the smallest machines, used classification results than some frequently used a lot nicer.
Platform: | Size: 1024 | Author: fujiewei | Hits:

[Documents] howtouseSVM.doc

Description: 本文从模式识别的基本概念谈起，过渡到神经网络模式识别，逐步引入到这四种支持向量机工具箱的使用。本文适合没有模式识别基础，而又急于上手的初学者。 -paper from the basic concept of pattern recognition about, the transition to the neural network pattern recognition, gradually introduced to the four SVM toolbox use. Pattern recognition is not appropriate basis, but eager to get started with beginners.
Platform: | Size: 6144 | Author: 欣雨 | Hits:

[Graph Recognize] fsvm_ica

Description: 模糊支持向量机与独立成分分析在人脸识别中的应用-Fuzzy Support Vector Machine and Independent Component Analysis Applied on Face Recognition
Platform: | Size: 5819392 | Author: 戴欢 | Hits:

[Graph Recognize] fsvm_pca

Description: 模糊支持向量机与主成分分析在人脸识别中的应用-Fuzzy Support Vector Machine with Principal Component Analysis Applied on Face Recognition
Platform: | Size: 5130240 | Author: 戴欢 | Hits:

[AI-NN-PR] multiclass1Vallfsvm

Description: 本程序实现了基于svm方法的基础上对分类样本进行模糊化处理。使其更精确-This procedure achieved a SVM-based method based on fuzzy classification of samples of treatment. Make it more accurate
Platform: | Size: 107520 | Author: 陈凯 | Hits:

[AI-NN-PR] multiclass1V1fsvm

Description: 些程序是对多类分类的另一种处理方法，一对一的，也同样进行了模糊化处理-These procedures is a multiclass classification Another way to deal with, one-on-one also had a deal with fuzzy
Platform: | Size: 6144 | Author: 陈凯 | Hits:

[matlab] PID

Description: 状态反馈matlab仿真程序，注释详细，包括pid控制-Matlab simulation program state feedback, comments, details, including the pid control
Platform: | Size: 100352 | Author: caozhengke | Hits:

[AI-NN-PR] fsvm

Description: 模糊支持向量机向量机的国外文章，可得到更精确的仿真图形-Fuzzy Support Vector Machine SVM foreign article can be a more accurate simulation graphics
Platform: | Size: 790528 | Author: 苏书惠 | Hits:

[Other] svm

Description: 支持向量机自动提取模糊规则，仿真结果验证了其可靠性-The use of support vector machine automatically extract fuzzy rules, simulation results verify the reliability of the method
Platform: | Size: 3072 | Author: 邓延丽 | Hits:

[AI-NN-PR] svm_matlab

Description: 用SVM算法实现聚类与分类的例程。内附实验数据，运行结果以及经典参考文献一篇《A New Fuzzy Cover Approach to Clustering》-SVM algorithm using clustering and classification routines. Included the experimental data, the results as well as the classic References 1 " A New Fuzzy Cover Approach to Clustering"
Platform: | Size: 581632 | Author: xinxin | Hits:

[Mathimatics-Numerical algorithms] b

Description: SVM结合模糊方法在遥感图像分类中的应用-SVM combined with fuzzy method in the application of remote sensing image classification
Platform: | Size: 289792 | Author: sds | Hits:

[matlab] ROUGHFUZZYSVMBinary

Description: This contains matlab code for rough fuzzy svm.It is done purely in matlab and only for binary case
Platform: | Size: 14336 | Author: kishore | Hits:

[matlab] SVM-Fuzzy-SYSTEM

Description: 基于支持向量机和模糊系统的机器学习方法及其应用研究文档写的很好-SVM Fuzzy SYSTEM
Platform: | Size: 2169856 | Author: china | Hits:

[AI-NN-PR] fuzzy-SVM

Description: 学习模糊支持向量机一篇很好的英文文章-An excellent article.It may be useful for studying Fuzzy SVM
Platform: | Size: 734208 | Author: Ria_Wong | Hits:

[AI-NN-PR] Fuzzy-Support-Vector-Machines

Description: this is a good paper about fuzzy SVM
Platform: | Size: 66560 | Author: hamid | Hits:

[AI-NN-PR] 30-case-studies

Description: MATLAB神经网络30个案例分析__读者调用案例的时候，只要把案例中的数据换成自己需要处理的数据，即可实现自己想要的网络。该书共有30个MATLAB神经网络的案例(含可运行程序），包括BP、RBF、SVM、SOM、Hopfield、LVQ、Elman、小波等神经网络；还包含PSO(粒子群）、灰色神经网络、模糊网络、概率神经网络、遗传算法优化等内容。-30 case studies of the MATLAB Neural Network __ readers call the case, as long as the data in the case replaced by the data they need to be addressed, you can achieve your desired network. A total of 30 MATLAB neural network case (including running the program) in the book, including BP, RBF, SVM, the SOM, Hopfield, on LVQ, Elman, wavelet neural network also contains the PSO (Particle Swarm), gray neural network, fuzzy networks, probabilistic neural networks, genetic algorithms optimization.
Platform: | Size: 11300864 | Author: liuwei | Hits:

[AI-NN-PR] Multi-class-SVM-Image-Classification

Description: 基于神经网络的遥感图像分类取得了较好的效果,但存在固有的过学习、易陷入局部极小等缺点.支持向量机机器学习方法,根据结构风险最小化(SRM)原理,表现出很多优于其他传统方法的性能,本研究的基于多类支持向量机分类器的遥感图像分类取得了达95.4 的分类精度.但由于遥感图像分类类别多,所需训练样本较大,人工选择效率较低,为此提出以人工选择初始聚类质心、C均值模糊聚类算法自动标注训练样本的基于多类支持向量机的半监督式遥感图像分类方法,期望能在获得适用的分类精度的基础上有效提高分类效率-Neural net based remote sensing image classification has obtained good results. But neural net has inherent flaws such as overfitting and local minimums. Support vector machine (SVM), which is based on Structural Risk Min- imization(SRM), has shown much better performance than most other existing machine learning methods. Using mul- ti-class SVM classifier high class rate of 95.4 is obtained. But for the class number of remote sensing image is much great, manually obtaining of training samples is a much time-consuming work. So a multi-class SVM based semi-super- vised approach is presented. It is choosed that the initial clustering centroids manually first, then label the samples as the training ones automatically with fuzzy clustering algorithm. It is believed that this method will upgrade the classifi- cation efficiency greatly with practicable class rate
Platform: | Size: 25600 | Author: cissy | Hits:

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