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Description: 支持向量机非线性回归通用MATLAB源码本源码可以用于线性回归、非线性回归、非线性函数拟合、数据建模、预测、分类等多种应用场合-Universal non-linear regression support vector machine MATLAB source code of this source can be used for linear regression, nonlinear regression, nonlinear function approximation, data modeling, prediction, classification and other applications
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Author: fangcao |
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Description: ：为了提高最小二乘支持向量回归机的性能，将Morlet小波核函数引入其中，形成了最小二乘小波支
持向量回归机模型。利用待优化的参数重构模型的目标函数和约束条件，并在此基础上通过遗传算法进行参数
选择，从而提高了该模型的泛化能力。将最小二乘小波支持向量回归机应用于导弹陀螺仪的漂移趋势预测，仿真
实验结果表明了该方法的有效性和可行性，因此可以为陀螺仪的故障预报、可靠性辅助决策提供依据。-To improve the ability of least square support vector regression algorithm，a least square wavelet
support vector regression model by introducing the Morlet wavelet kernel is presented．The object function and
constraint condition are reconstructed by the parameters to be optimized．On the base of it，the model parame—
ters are optimized through genetic algorithm．As a result，the model attains the better generalization ability．
The least square wavelet support vector regression model is used tO forecast the missile gyroscope’S drift tend—
ency．The simulation experiment results indicate the feasibility and validation of the algorithm．So it can provide
basis for the gyroscope’S fault prediction and reliability aid decision．
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Author: 11 |
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Description: 关于libsvm的CSharp代码，利用c#实对支持向量机的学习-About libsvm of CSharp code to use c# real pairs of support vector machine learning
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Size: 22528 |
Author: 小光 |
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Description: 利用支持向量机对T-S型模糊系统建模的方法，结合BP算法对参数进行优化，从一定程度上解决模糊系统建模所存在的模型结构复杂、维数灾、泛化能力不强和实时性差等问题。-this paper analyzed the approach that applied support vector machines to create novel model in the T-S fuzzy system, combined with BP algorithm which could optimize it, which, at some extent, eliminated the limitation during that process such as complexity of model construction, dimensionality curse, generalization ability poor and inaccurate immediateness.
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Size: 1024 |
Author: 邓延丽 |
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Description: 支持向量机在模式识别领域应用的介绍的文章-A Tutorial on Support Vector Machines for Pattern
Recognition
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Size: 256000 |
Author: 缪林松 |
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Description: LS Support Vector Machine in matlab
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Size: 1330176 |
Author: achilles |
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Description: 为了提高白细胞自动识别算法的性能,提出了基于均值移动和单类支持向量机的血细胞图像分割新方法. 该方法的原理是将图像中颜色相对稳定的背景和红细胞部分像素作为正训练样本,将颜色复杂多样的白细胞像素作为异常数据检测. 均值移动过程用来在红、绿、兰(RGB) 颜色空间寻找正训练样本集,通过均匀抽样和颜色量化措施,实现单类支持向量机(SVM) 在线实时训练,最终图像像素经过单类SVM 分类来实现分割. 实验表明,新方法对涂片制备和光照变化导致的图像颜色改变有很好的适应性,图像分割精度优于常用流域算法,而耗时只是后者的1/ 4.-In order to improve the performance of automatic recognition of white blood cells, was proposed based on mean shift and single-class support vector machine blood cell image segmentation. The principle is relatively stable color image in the background and the red part of the pixel as being
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Size: 440320 |
Author: 罗朝辉 |
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Description: 79419096svr一维支持向量机回归以及二维支持向量机回归-79419096svr one-dimensional support vector regression and two-dimensional support vector regression
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Size: 235520 |
Author: myzone |
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Description: 使用支持向量机分割指纹图像的方法研究与实现-Using support vector machine method of fingerprint image segmentation and Implementation
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Size: 216064 |
Author: wu |
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Description: 提出一种基于支持向量机( SVM)和遗传算法(GA)的离散余弦变换(DCT)域盲数字图像水印方法. 该方法能自适应于图像的局部特征. 依据图像块的局部特性,利用SVM对图像块分类,自适应地确定水印嵌入强度, GA用来优化水印嵌入位置. 实验结果表明该方法有较好的不可见性和较强对抗攻击的鲁棒性.-Based on support vector machine (SVM) and genetic algorithm (GA), discrete cosine transform (DCT) domain blind digital image watermarking method. The method adaptive to local image features. Based on the local characteristics of image block using the SVM the image block classification, adaptive to determine the embedding strength, GA to optimize the watermark embedding location. The experimental results show that the method has good invisibility and robustness of the strong against the attacks.
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Size: 449536 |
Author: 郭事业 |
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Description: 关于数据挖掘中SVM，支持向量机的学习课件，都是PPT，内容详实，可作为讲课与学习的参考资料。-Data mining on the SVM, support vector machine learning courseware are PPT, informative, can be used as reference for lectures and learning.
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Size: 42260480 |
Author: 杜以华 |
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Description: 用于在matlab中实现非线性回归的支持向量机svm算法-Used matlab to implement non-linear regression algorithm of support vector machines svm
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Size: 1024 |
Author: zhaowumian |
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Description: 一篇很不错的关于人脸表情识别的论文。论文提出了一种基于人脸局部特征的表情识别方法，先选取人脸重要的局部特征,对得到的局部特征进行主成分分析,然后用支持向量机( SVM)设计局部特征分类器来确定测试表情图像中局部特征,同时设计支持向量机( SVM)表情分类器,确定表情图像的所属类别。-A very good facial expression recognition on paper. This paper proposes a feature based on local expression of face recognition, face first select the important local features, local features of the obtained principal component analysis, and support vector machine (SVM) classifier design to determine the local characteristics of test expression image local features, while design of support vector machine (SVM) classifier expression, determine the expression of the image category.
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Size: 428032 |
Author: 王二 |
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Description: 线性支撑矢量机分类器
对模式识别问题中的线性可分问题进行分类-Linear support vector machine classifier pattern recognition problems in the linear separable classification
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Size: 2048 |
Author: 梅江 |
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Description: Support Vector Machine Implementation in MATLAB
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Size: 158720 |
Author: Thams |
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Description: 模式识别中的线性分类器的设计，包括感知机，最小二乘法和支撑矢量机的算法的MATLAB代码。-Pattern Recognition linear classifier design, including perception, least squares and support vector machine algorithm MATLAB code.
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Size: 6144 |
Author: 张妮娜 |
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Description: 关于支持向量机分类、回归、模糊支持向量机的程序-On support vector machine classification, regression, fuzzy support vector machine procedures
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Size: 29677568 |
Author: 刘毛毛 |
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Description: SVC(Support Vector Clustering)ToolBox，支持向量聚类所需要数据文件，ring，作者为 daewon l-dataset for SVC(Support Vector Clustering)ToolBox，ring，prosed by daewon lee
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Size: 4096 |
Author: wang shi_qiang |
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Description: source code for SVC(Support Vector Clustering) plot,支持向量聚类画图工具，作者daewonl-source code for SVC(Support Vector Clustering) plot,by daewonlee
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Size: 1024 |
Author: wang shi_qiang |
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Description: support vector data description的matlab代码-support vector data description of the matlab code
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Size: 8192 |
Author: cc |
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