Description: Description: S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP.
Reference: X. Geng, D.-C. Zhan, and Z.-H. Zhou. Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics, 2005, vol.35, no.6, pp.1098-1107.-Description: S-ISOMAP is a manifold learning algorithm, which is a supervised variant of ISOMAP.
Reference: X. Geng, D.-C. Zhan, and Z.-H. Zhou. Supervised nonlinear dimensionality reduction for visualization and classification. IEEE Transactions on Systems, Man, and Cybernetics- Part B: Cybernetics, 2005, vol.35, no.6, pp.1098-1107. Platform: |
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Author:修宇 |
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Description: 基于测地距离不变性的非线性降维算法源码，原文发表在2000年的Science杂志上，需要了解具体原理者请先看其论文。-based on geodesic distance invariance of nonlinear reduced dimension algorithm source code, the text published in 2000 in Science magazine, the need to understand the specific tenets who can post their papers. Platform: |
Size: 593920 |
Author:武旗 |
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Description: 流形学习算法库，包括主要的流形学习算法。LLE，ISOMAP，LE等算法-Manifold learning algorithm library, including the main manifold learning algorithm. LLE, ISOMAP, LE, such as algorithm Platform: |
Size: 11010048 |
Author:charles |
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Description: 很不错的流形学习算法 包含了MDS PCA ISOMAP LLE等算法-Very good manifold learning algorithm includes the MDS PCA ISOMAP LLE, such as eight kinds of algorithms Platform: |
Size: 14336 |
Author:yangdawei |
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Description: 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. Platform: |
Size: 2048 |
Author:仲国强 |
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Description: 一种用于非线性降维的流形学习算法，主要是先考虑用每一点处的局部切空间表示该点处的几何特征，然后都局部切空间进行排列。-A non-linear dimensionality reduction of manifold learning algorithm, mainly to consider every point of the partial cut Department said that the space of the geometric characteristics of points, and then are partially cut with space. Platform: |
Size: 1024 |
Author:仲国强 |
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Description: 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. Platform: |
Size: 593920 |
Author:li |
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Description: 人脸识别的子空间方法，包括LLE，ISOMAP和NPE等维数约减算法-Subspace method for face recognition, including LLE, ISOMAP and NPE dimensionality reduction algorithm such as Platform: |
Size: 174080 |
Author:韩静书 |
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Description: Isomap流形降维算法，包括了一个瑞士卷生成数据，dijk距离算法。-Dimensionality reduction algorithm Isomap manifold, including the formation of a Swiss roll data, dijk distance algorithm. Platform: |
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Author:陈普登 |
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Description: 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 extraction.
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Description: 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 Platform: |
Size: 1024 |
Author:SM |
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Description: This the matlab code for the ISOMAP function. A very useful algorithm used in pattern recognition applications when feature reduction is required.-This is the matlab code for the ISOMAP function. A very useful algorithm used in pattern recognition applications when feature reduction is required. Platform: |
Size: 2048 |
Author:smd |
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Description: 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 program for the popular learning algorithm friends is of great significance, to be able to run in matlab. Platform: |
Size: 2048 |
Author:xiaofeng |
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Description: 一种基于扩展的增量流形学习算法IMM-ISOMAP matlab源代码，数据也包含在里面了
(An incremental manifold learning algorithm based on IMM-ISOMAP matlab source code, the data is also included in the) Platform: |
Size: 5165056 |
Author:刘杰飞 |
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