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: 一个由Mike Gashler完成的机器学习方面的includes neural net, naive bayesian classifier, decision tree, KNN, a genetic algorithm, and some manifold learning algorithms. -by Mike Gashler a complete machine learning includes the neur al net, naive bayesian classifier. decision tree, KNN, a genetic algorithm, manifold and some learning algorithms. Platform: |
Size: 1625088 |
Author:lyb |
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Description: 本PPT文档是关于manifoldstudy的，详细介绍了流形学习的概念，引出了几种主要的流行的主流流形学习算法，分析透彻，最学习的人很有指导意义，目前网上这些材料很少。与大家共勉-The PPT file is about the manifoldstudy, detailing the concept of manifold learning, leads to several major mainstream popular manifold learning algorithm, analysis and thorough, the most useful learning guide, very few of these materials is now online. Encourage one another with Platform: |
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Author:阳关 |
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Description: 贴一个流形学习的读书笔记在这里，是一些方法的总结，希望能对读者有用-Affixed to a manifold learning Reading Notes Here is a summary of some ways, hoping to useful to readers Platform: |
Size: 393216 |
Author:jack |
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Description: mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions.
MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html
Last Modified by GUIDE v2.5 10-Apr-2005 13:28:36
Methods obtained from various authors.
(1) MDS -- Michael Lee
(2) ISOMAP -- J. Tenenbaum, de Silva, & Langford
(3) LLE -- Sam Roweis & Lawrence Saul
(4) Hessian LLE -- D. Donoho & C. Grimes
(5) Laplacian -- M. Belkin & P. Niyogi
(6) Diffusion Map -- R. Coifman & S. Lafon
(7) LTSA -- Zhenyue Zhang & Hongyuan Zha
-mani: MANIfold learning demonstration GUI by Todd Wittman, Department of Mathematics, University of Minnesota E-mail wittman@math.umn.edu with comments & questions.
MANI Website: httP://www.math.umn.edu/~wittman/mani/index.html
Last Modified by GUIDE v2.5 10-Apr-2005 13:28:36
Methods obtained from various authors.
(1) MDS-- Michael Lee
(2) ISOMAP-- J. Tenenbaum, de Silva, & Langford
(3) LLE-- Sam Roweis & Lawrence Saul
(4) Hessian LLE-- D. Donoho & C. Grimes
(5) Laplacian-- M. Belkin & P. Niyogi
(6) Diffusion Map-- R. Coifman & S. Lafon
(7) LTSA-- Zhenyue Zhang & Hongyuan Zha
Platform: |
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Author:suxin |
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Description: 基于matlab开发的一个简单的流形学习的工具箱，附带有使用说明-Matlab developed based on a simple manifold learning kit comes with instructions Platform: |
Size: 245760 |
Author:喻军 |
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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: 学习流形学习算法的好课件，比较有用，希望对大家的学习有所帮助。-Manifold learning algorithms to learn a good courseware, more useful, we want to help learning. Platform: |
Size: 1970176 |
Author:林国明 |
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Description: 介绍流形学习中的维数规约算法，流行学习是指学习一组具有非线性关系的数据之间的本质表示-introduce the dimension reduction algorithm in manifold learning, which is used to learn the intrinsic representation of a serial non-liner datas
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Author:高仔 |
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Description: 中国科学院自动化研究所,杨剑教授讲解的关于流形学习问题的PPT，非常经典的学习资料。-Institute of Automation, Chinese Academy of Sciences, Professor Yang Jian explain the PPT on manifold learning problem, very classic learning materials. Platform: |
Size: 1997824 |
Author:liuqinglong |
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