搜索资源列表
hlle
- 一种流形学习算法，改正了Isomap不能对非凸流形进行降维的不足，是一种局部等距的降维方法。-A manifold learning algorithm, Isomap can not be corrected for non-convex manifolds for the lack of dimensionality reduction is a partial isometric method of dimensionality reduction.
Isomap
- 这个程序对于学习流行学习算法的朋友很有借鉴意义，在matlab上能够运行。-This procedure popular learning algorithm for learning a friend of referential significance, in the matlab able to run.
IsoP
- 本代码实现等距映射isomap算法，保持高维空间测地距离不变-This code implements the isometric mapping isomap algorithm, to maintain a high dimensional space, the same geodesic distance
ISODATA
- 本例为等度规映射的C++算法实现，包含了使用方法。-In this case ISOMAP of C++ algorithm includes the use of methods.
mani
- 基于人脸图像距离的ISOMAP算法，可视化效果更-Face images based on distance ISOMAP algorithm, visualization, better good
IsomapR1
- Isomap code --------------------------------------- Author: Josh Tenenbaum (jbt@psych.stanford.edu) [Dijkstra code by Mark Steyvers (msteyver@psych.stanford.edu)]-Isomap code --------------------------------------- Author: Josh Tenen
kisomapforusps
- isomap算法的kernel形式，能对unseen point进行低维嵌入，里面包含了可运行的多个文件，在usps上成功应用-isomap algorithm kernel form of the unseen point to low-dimensional embedding, which contains several files that can be run, successfully applied in the usps
SSIsomap1
- semi supervised Isomap,matlab codes.
MATLABCodesforDimensionalityReduction
- 维数约减matlab工具箱，包括LLE，ISOMAP，NPE等，具有较好的效果-Dimensionality reduction matlab toolbox, including LLE, ISOMAP, NPE, etc., with good results
Isomap2
- Isomap的改进算法，速度较快。包括了一个瑞士卷生成程序和dijk距离算法。-Improved Isomap algorithm faster. Includes a volume generator and dijk Switzerland distance algorithm.
isomap
- 等距映射，一种用于非线性降维的全球性的几何框架，适用于学习内部平坦的低维流形-Isomap is a global geometric framework for nonlinear dimensionality reduction,it suitable for learning low dimensional manifold which inside is flat
sfrz
- 基于等距映射( ISOMAP) 非线性降维算法, 提出了一种新的基于用户击键特征的用户身份认证算法, 该算法用测地距离代 替传统的欧氏距离, 作为样本向量之间的距离度量, 在用户击键特征向量空间中挖掘嵌入的低维黎曼流形, 进行用户识别。用采集 到的1 500 个击键模式数据进行实验测试, 结果表明, 该文的算法性能优于现有的同类算法, 其错误拒绝率( FRR) 和错误通过率 ( FAR) 分别是1.65 和0 , 低于现有的同类算法。-Based isometric map (ISO
Isomap
- 流形学习经典算法等距映射源代码，经过调试通过的很适合学习使用-mainfold learning
isomap
- 流形学习的经典短发 ISOMAP 的原代码-classical algorithm of isomap, it is quite useful in manifold learning
ISOMAP-Algorithm-Function-xiugai
- 一种实现流形学习ISOMAP的matlab算法 即将mds中的欧氏距离替换为测地距离 保证其拓扑空间不变 实现数据的特征提取-An matlab program that can realize ISOMAP algorithm. To replace the Euclidean distance to the distance measurement.To ensure the realization of the same topological space data feature ext
Isomap
- 非线性降维的经典算法Isomap，还有人连数据可以做实验-The classic nonlinear dimensionality reduction algorithm Isomap, even the data can experiment
ISOMAP
- ISOMAP projction algorithm
mani-isomap
- 流行学习isomap（有标注，便于更好理解等距映射方法在高维数据降维过程的实现）-Popular learning isomap (have annotations, facilitate better understanding isometric mapping method in the implementation of the high-dimensional data dimension reduction)
supervised-LLE-S-isomap
- 线性降维算法的各种论文 包括监督非监督 LLE ISOMAP ROBUST 等-Linear dimensionality reduction algorithms include overseeing various papers unsupervised LLE ISOMAP ROBUST etc.
ISOMAP.MATLAB
- ISOMAP算法的matlab源程序，可直接运行，对于matlab的初学者有很好的借鉴意义，强烈推荐-It is a process written for ISOMAP algorithm.I am sure you will enjoy it