搜索资源列表
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
Tikhonov-Regularization-
- 本程序是基于Tikhonov正则化方法重建图像分析-This procedure is based on the Tikhonov regularization method for reconstruction of image analysis
Bolasso-feature-selection-prediction
- 这个程序实现了Francis R. Bach的Bolasso算法，用于特征选取和预测。主要用于高纬度问题的特征选取，它使用了带有Bootstrap方法的自助抽样的正则化回归，并使用了Karl Skoglund的lars实现。-This procedure achieved Francis R. Bach s Bolasso algorithms for feature selection and forecasting. The main problem for high-latitude fe
P_M_Modle
- P_M正则化图像滤波的一个实验例子，包含程序和实验结果还有实验报告-Tikhonov P_M image filtering example of an experiment, including the procedures and experimental results are experimental report
regularsolution
- 这是关于数学物理不适定问题正则化解算法的Matlab源程序-This is on the ill-posed problems of mathematical physics is the source Matlab algorithm to resolve
NonnegJune2009
- 当前论文主要考虑的是非信号依赖的高斯噪声下的图像恢复，本程序实现了泊松噪声下的图像恢复，泊松噪声为信号依赖噪声，能够更加有效逼近实际成像系统噪声。- This is the code that was used in the papers "A Nonnnegatively Constrained Convex Programming Method for Image Reconstruction", "Total Variation-Penalized Poisson Likelihood E
Optimization
- Comparison of the Iterative Stationary of 1st and 2nd order and CG methods on a Tikhonov regularization inverse problem: -Comparison of the Iterative Stationary of 1st and 2nd order and CG methods on a Tikhonov regularization inverse problem:
tikhonov
- Tikhonov.m 纪洪诺夫正则化方法-Tikhonov.m Regularization..............
tv_reg
- This MATLAB .m file takes a "true" image, and an "observed" image that is the true image that has been noised with uncorrelated Gaussian noise. The function then performs Tikhonov regularization to clean up the defects in the image, with the Tikhonov
tik_inpaint
- This file performs Tikhonov inpainting on a corrupted image.
conv1D_04_Tikhonov
- Tikhonov正则化的很有用的MATLAB程序-Tikhonov regularization useful MATLAB program
tikhonov正则化算法MATLAB版
- 此正则化算法主要应用于解决数学上的方程有一个小的扰动就会引起很大的误差的问题，此方法可以有效的解决该问题
tikhonov
- 解病态方程的正则化方法、逆问题不适定解的处理与正则化(Regularization method for solving ill conditioned equations)
pr_reg
- 多种最优化方法的集合函数，包括吉洪诺夫正则化算法等。(mutilple method for inverse problem, mainly to solve ill-conditioned system of linear equations.including Tikhonov regularization method.)
tikhonov
- 吉洪诺夫正则化的matlab函数，可以自己选择参数值，调用即可(The matlab function of Tikhonov regularization)
Tikhonov正则化超分辨率重建
- 一个基于Tikhonov正则化超分辨率重建，可以成功运行。(A Tikhonov based regularized super resolution reconstruction can be successfully operated.)