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some books and papers of SVM for regression
Date : 2025-12-20 Size : 1.14mb User : 江柏

SVM for Classification and Regression,其文中附有相应的网址,并可以下载SVM,结合相应的实例进行讲解-SVM for the Classification and Regression. his article with the corresponding web site and can be downloaded SVM, with the corresponding example to explain
Date : 2025-12-20 Size : 767kb User : Sandy

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一篇将SVM说非常清楚明白的文献,还有对应C++代码 [精华]-one of SVM said very clearly understand the literature, there are corresponding C code [best]
Date : 2025-12-20 Size : 234kb User : 郑立刚

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支持向量机训练算法综述,详细讲解了svm的原理和具体实现步骤!-Support Vector Machine training Algorithm, detailed account of the principle of SVM and concrete steps to achieve!
Date : 2025-12-20 Size : 175kb User : liyan

Support Vector Machines for Antenna Array Processing and Electromagnetics,by: Manel Martinez-Ramon and Christos Cristodoulou,Copyright 2006 by Morgan and Claypool.this book is one of the best books about svm. it has some excellent example in matlab.
Date : 2025-12-20 Size : 2.8mb User : davood

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Gabor变换的人脸特征提取算法的研究的的硕士论文,可以参考。- Gabor Transform Face Feature Extraction Algorithm DE master s thesis, you can reference.
Date : 2025-12-20 Size : 4.38mb User : wuli

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国外几篇比较新的关于支持向量机及其核函数和分类的文章-Abroad on a few relatively new support vector machine and kernel function and classification of the article
Date : 2025-12-20 Size : 3.24mb User : 邓九国

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主要介绍模式识别中的SVM分类器的功能及应用-Focuses on pattern recognition SVM classifier function and application of
Date : 2025-12-20 Size : 63kb User : 小汐

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一位教授教学时用的PPT,详细讲诉了SVM的原理,分析的非常透彻,并有MATLAB的实例分析。-With a professor teaching PPT, detailed recounts the principle of SVM, analysis is very thorough and MATLAB instance analysis.
Date : 2025-12-20 Size : 1.27mb User : 张翔

针对神经网络的瓦斯预测模型存在的泛化性能差且存在易陷入局部最优的缺点,提出了 基于最小二乘支持向量机(LS-SVM)时间序列瓦斯预测方法.由于标准最小二乘支持向量机 (L孓SVM)要求样本误差分布服从高斯分布,且标准LS-SVM丧失鲁棒性与稀疏性等特点,提出 了基于加权LS-SVM的瓦斯时间序列预测的方法,从而提高了标准L孓SVM模型的鲁棒性.其 中时间序列的嵌入维数与延迟时间采用了微熵率最小原则进行选取,在此基础上给出了基于加 权L孓SVM实现多步时间序列预测的算法实现步骤.最后利用MATLAB 7.1对其进行仿真研 究,通过鹤壁十矿1个突出工作面的瓦斯涌出数据实例对模型进行了验证.结果表明,加权 SVM模型比标准的L§SVM明显提高了鲁棒性,可较好地实现时间序列数据的多步预测.-The neural network gas prediction model is poor in generalization performance and easy in fafling into the local optimal value.In order to overcome these shortcomings,we pro— pose the time series gas prediction method of least squares support vector machine(L§SVM). However,in the LS-SVM case,the sparseness and robustness may lose,and the estimation of the support values iS optimal only in the case of a Gaussian distribution of the error variables. So,this paper proposes the weighted L孓SVM tO overcome these tWO drawbacks.Meanwhile, the optimal embedding dimension and delay time of time series are obtained by the smallest dif— ferential entropy method.On this basis,multi-step time series prediction algorithm steps are given based on the weighted LS-SVM.Finally,the data of gas outburst in working face of Hebi lOth mine iS adopted to validate this model.The results show that the predict effect of shortterm the face gas emission is better using the weighted LS-SVM model than using
Date : 2025-12-20 Size : 479kb User : wanggen

svm (support vector machine)支持向量机-support vector machine
Date : 2025-12-20 Size : 2kb User : 鲍文正

本书共有30个MATLAB神经网络的案例,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。-The book consists of 30 MATLAB neural network case (including program can be run), including BP, RBF, SVM, SOM, Hopfield, LVQ, Elman, wavelet neural networks, etc. also contains the PSO (PSO), gray neural networks, fuzzy networks, probabilistic neural networks, genetic algorithm optimization and so on.
Date : 2025-12-20 Size : 27.43mb User : 万二

本书是MATLAB关于神经网络的30个经典案例分析,包括BP,RBF,SVM,SOM,Hopfield,LVQ,小波等神经网络,具有较高的参考价值-There are 30 cases about NN,achieved in MATLAB,you can regard it as a reference
Date : 2025-12-20 Size : 27.42mb User : 岳松

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MATLAB神经网络43例代码及数据,包括BP神经网络、遗传算法、决策树、SVM模型等,请审核,望通过!-MATLAB neural network 43 cases of code and data, including BP neural networks, genetic algorithms, decision trees, SVM model, please review, look through!
Date : 2025-12-20 Size : 11.8mb User : 韩月

本书论述在MATLAB环境下如何实现神经网络,包括了常用的神经网络及相关理论,如BP神经 网络、RBF神经网络、SVM、SOM神经网络、灰色神经网络、决策树、随机森林、小波神经网络、NARX神经网络等以及各种优化算法与神经网络的结合。(This book discusses how to realize neural network in MATLAB environment, including the commonly used neural network and related theory, combined with the BP neural network, RBF neural network, SVM, SOM neural network, grey neural network, decision tree, random forest, wavelet neural network and NARX neural network, optimization algorithm and neural network.)
Date : 2025-12-20 Size : 51.54mb User : 三月M

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This file is about the code of the SVM.
Date : 2025-12-20 Size : 917kb User : smaily

dtc-svm simulation simulink file for induction motor
Date : 2025-12-20 Size : 53kb User : ALE70
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