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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.
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Size: 31744 |
Author: 修宇 |
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Description: ISOMAP算法，包括dfun.m dijk.m isomap.m l2_distance.m等等等等，一种流形学习算法（很好用，本人编译运行并仿真实现过）-ISOMAP algorithm, including dfun.m dijk.m isomap.m l2_distance.m etc., a learning algorithm Manifold (useful, I compile and run off Simulation)
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Size: 592896 |
Author: 辰辰 |
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Description: 这是我从网上下载到的Locally Linear Embedding(LLE)的Matlab代码，希望对研究Manifold Leanring的同事有所帮助。-This is my downloaded from the Internet to the Locally Linear Embedding (Locally ) Matlab code, and I hope to study Manifold Leanring colleagues help.
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Size: 3072 |
Author: 赵启军 |
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Description: 一个包含丰富内容的流形学习算法工具包，有图形示例文件demo.fig，包括laplacian特征映射算法、流形规则调整、svm分类算法等内容，希望对研究机器学习的朋友有用。-contains a rich content of the manifold learning algorithm tool kit, graphics documents demo.fig example, laplacian features include mapping algorithm manifold rules adjustments svm classification algorithm, want to study machine learning useful friends.
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Size: 157696 |
Author: 江泉 |
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Description: 流形学习代码，典型的子空间学习方法，可用于人脸识别-manifold learning code, the typical learning space, which can be used for face recognition
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Size: 174080 |
Author: 黄鸿 |
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Description: 流形学习 matlab开发的图形界面 集成了八个算法和十几个例子-Manifold learning matlab integrated graphical interface developed eight algorithms and more than a dozen examples
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Size: 589824 |
Author: 姜波 |
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Description: 流形学习 经典matlab图形界面 含八种算法-Manifold learning classical matlab graphical interface containing eight algorithms
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Size: 14336 |
Author: 姜波 |
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Description: MATLAB经典算法程序,包括：数据分析，方程(组)解法，插值、拟合、规划问题，绘图等功能
-Classical algorithm MATLAB program, including: data analysis, equation (group) method, interpolation, fitting, planning, mapping and other functions
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Size: 1891328 |
Author: 李兰菊 |
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Description: 一种半监督流形学习算法，包括相应的文章和代码。-A semi-supervised manifold learning algorithm, including the corresponding article and code.
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Size: 2422784 |
Author: 罗朝辉 |
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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
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Size: 14336 |
Author: suxin |
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Description: 包含了大多数流形学习方法的代码,有PCA,ISOMAP,LLE,HLLE-Contains the majority of manifold learning code, with PCA, ISOMAP, LLE, HLLE
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Size: 14336 |
Author: gxf |
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Description: 流形学习中的重要方法MVU的源代码，也就是所谓的sde-Manifold learning an important means of MVU
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Size: 8615936 |
Author: gxf |
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Description: We describe and demonstrate an algorithm that takes as input an
unorganized set of points fx1 xng IR3 on or near an unknown
manifold M, and produces as output a simplicial surface that
approximates M. Neither the topology, the presence of boundaries,
nor the geometry of M are assumed to be known in advance — all
are inferred automatically from the data. This problem naturally
arises in a variety of practical situations such as range scanning
an object from multiple view points, recovery of biological shapes
from two-dimensional slices, and interactive surface sketching.-We describe and demonstrate an algorithm that takes as input anunorganized set of points fx1
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Size: 512000 |
Author: 李叶林 |
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Description: Fei Sha 等人编写的流形学习算法CCA的matlab代码，它基于MVU算法，但是计算速度比较慢-Fei Sha and others prepared CCA manifold learning algorithm of matlab code, which is based on MVU algorithm, but the calculation speed is relatively slow
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Size: 16384 |
Author: Chenping Hou |
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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
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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
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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
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Size: 14336 |
Author: yangdawei |
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Description: 一个Matlab环境下编写的流行学习（manifold)算法，可用于图像特征提取及行为模式提取-Matlab environment to prepare a prevalence study (manifold) algorithm, can be used for image feature extraction and pattern extraction
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Size: 14336 |
Author: wjj |
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Description: manifold learning of none linear dimensionality reduction in matlab
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Size: 1024 |
Author: naidu |
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Description: 基于Matlab开发的几种流形学习代码，能运行。有一定的文字说明(Based on matlab manifold learning)
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Size: 221184 |
Author: yippo
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