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. Platform: |
Size: 31609 |
Author:修宇 |
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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: |
Size: 31744 |
Author:修宇 |
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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: 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 Platform: |
Size: 2048 |
Author:刘国胜 |
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Description: 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 Platform: |
Size: 20480 |
Author:盛器才 |
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Description: In statistics, Isomap is one of several widely used low-dimensional embedding methods, where geodesic distances on a weighted graph are incorporated with the classical scaling (metric multidimensional scaling). Isomap is used for computing a quasi-isometric, low-dimensional embedding of a set of high-dimensional data points. The algorithm provides a simple method for estimating the intrinsic geometry of a data manifold based on a rough estimate of each data point’s neighbors on the manifold. Isomap is highly efficient and generally applicable to a broad range of data sources and dimensionalities. Platform: |
Size: 1024 |
Author:Karthikeyan |
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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: |
Size: 585728 |
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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Size: 2048 |
Author: |
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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: ISOMAP算法，其中做了部分修改。算法采用K近邻图计算测地距离的方法，最后进行低维嵌入-ISOMAP algorithm, which made some modification.Algorithm of geodesic distance is obtained by using the K neighbor graph method, finally to low dimensional embedding Platform: |
Size: 2048 |
Author:ee |
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Description: 一种流形学习算法，用于非线性降维算法，实验数据用的人脸数据。(A manifold learning algorithm for nonlinear dimensionality reduction algorithms, using face data for experimental data.) Platform: |
Size: 9042944 |
Author:3w_fx
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