搜索资源列表
kpca_toy
- 基于kernel pca的非线性降维算法，原文发表于神经计算杂志上，有兴趣者可以先看论文。-PCA-based kernel of nonlinear reduced dimension algorithm, the original published in the Journal of neural computation, those interested can read papers.
S200502106_SVM_for_classfication
- SVM用于模式识别 整理别人的代码（原来的是英文）所得： kernel.m用于内积矩阵的计算 svcplot.m用于绘图 svm168.m是主程序 testlin.m是采用线形内积函数的支持向量机应用的 文件 testrbf.m是采用RBF内积函数的支持向量机应用 的 文件 每个文件中都有说明。 仿真平台matlab7.0, 仿真全部通过 将所有文件拷贝到work目录下（注意不要直接将上层文件夹直接拷贝到work目录下，若那样操作，必须在matla
simplemkl.zip
- Simple Multiple Kernel Learning (SVM) source code,Simple Multiple Kernel Learning (SVM) source code
gonen_jmlr11_code
- Multiple Kernel Learning code
Advances_in_kernel_methods
- 这本书的内容基本摘自NIPS会议上的文章，质量高内容也很有深度，是一本经典的svm参考书。-the book with the name "advances in kernel methods",it is a classic book about kernel methods and svm.
SVMbyQuadprog
- This is a support vector machine program developed based on quadprog. Polynomial and RBF kernel are supported. Test it by executing example.m with supported data.
kpca_toy
- Kernel PCA的经典示例程序，非常有帮助，也很易懂。-Kernel PCA classic example of the procedure
KDA
- KDA: Kernel Discriminant Analysis
Gauss-SVM
- 基于Gauss 核函数SVM分类机，使用二阶几何方法训练。-Gauss kernel function SVM classification based on machine, using the geometric method of second-order training.
26
- 关于rbf神经网络实现图像分类的优化算法英文文献 源于著名期刊I-A METHOD FOR IMAGE CLASSIFICATION BASED ON KERNEL PCA
SVMhybridsystem
- A distributed PSOSVM hybrid system with feature selection and parameter optimization -Abstract This study proposed a novel PSO–SVM model that hybridized the particle swarm optimization (PSO) and support vector machines (SVM) to improve the clas
Kernel-based-robust-fuzzy-connectivity-means
- 基于连通核的鲁棒模糊C_均值聚类算法Kernel-based robust fuzzy connectivity means clustering algorithm C_-Kernel-based robust fuzzy connectivity means clustering algorithm C_
Using-batch-algorithm-for-kernel-blind-source-sep
- Using batch algorithm for kernel blind source separation
Semi-Supervised-Kernel-Based-Fuzzy
- 研究半监督学习的模糊核聚类方法用于变速箱早期故障诊断的方法。故障特征不明显、样本差异小是机械故障早期检测的 难点， 基于半监督学习的核聚类方法利用少量已知模式的样本， 结合大量未知模式的样本进行半监督学习， 得到较好的识别效果。-In this paper, motion control method of semi-closed CNC method is presented for gear-box fault early detection. The difficulty mach
RBF-kernel-based-on-SVM-and-RVM-
- 基于RBF核的SVM及RVM模式分析性能比较.-RBF kernel based on SVM and RVM pattern analysis performance comparison.
kernel
- 基于核的模糊C均值matlab仿真程序，功能函数是用c写的，自带图像可检验算法。-Kernel-based fuzzy C-means matlab simulation program, performance function is used to write c, comes with an image can be tested algorithms.
Kernel-Reinforcement-Learning
- 基于核函数方法的强化学习算法，用于处理连续状态空间问题或者大规模离散状态空间问题-Kernel-based reinforcement learning algorithm method for handling large-scale continuous state space problem or discrete state space problem
SVM-kernel
- SVM核函数源代码，用matlab语言编写的，适用于分类及相关问题的分析-The SVM kernel function source code, written with matlab language, suitable for classification and analysis of the related problem
kernel-ELM
- 核极限学习机，引入核函数解决ELM求解问题，一旦参数选定，结果就稳定下来，不再混入随机。在原来版本上加入自己理解改写，使得代码更容易理解。-Kernel extreme learning machine, kernel function is applied to deal with ELM to solve the problem, once the parameters selected, the result is stabilized, not randomly in the origi
kernel
- 核函数的实现，核分析 和核主成份分析，核Fisher判别 的matlab实现-Nuclear function, nuclear analysis and kernel principal component analysis, kernel Fisher matlab implementation