Description: 一款功能强大的分类算法软件包，在matlab环境下使用。详见如下网站
http://mloss.org/software/view/133/-A MATLAB spectral clustering package to deal with large data sets. Our tool can handle large data sets (200,000 RCV1 data) on a 4GB memory general machine. Spectral clustering algorithm has been shown to be more effective in finding clusters than some traditional algorithms such as kmeans. To perform clustering on large data sets, we implement various ways of approximating the dense similarity matrix, including nearest neighbors and the Nystrom method. Platform: |
Size: 15799296 |
Author:ZC |
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Description: 谱聚类算法进行图像分割，该算法应用MATLAB运行。-Spectral clustering algorithm for image segmentation, the algorithm is applied to run MATLAB. Platform: |
Size: 1024 |
Author:liulili |
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Description: This directory includes sources used in the following paper:
Parallel Spectral Clustering in Distributed Systems
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, and Edward Chang
Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010
This code has been tested under 64-bit Linux environment using MATLAB 7.4.0.287 (R2007a).
You will be able to regenerate experiment results in the paper. However, results may be
slightly different due to the randomness, the CPU speed, and the load of your computer.
-This directory includes sources used in the following paper:
Parallel Spectral Clustering in Distributed Systems
Wen-Yen Chen, Yangqiu Song, Hongjie Bai, Chih-Jen Lin, and Edward Chang
Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010
This code has been tested under 64-bit Linux environment using MATLAB 7.4.0.287 (R2007a).
You will be able to regenerate experiment results in the paper. However, results may be
slightly different due to the randomness, the CPU speed, and the load of your computer.
Platform: |
Size: 15807488 |
Author:cc |
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Description: SpectralClustering performs one of three spectral clustering algorithms (Unnormalized, Shi & Malik, Jordan & Weiss) on a given adjacency matrix. SimGraph creates such a matrix out of a given set of data and a given distance function.
The code has been optimized (within Matlab) to be both fast and memory efficient. Please look into the files and the Readme.txt for further information. Platform: |
Size: 9216 |
Author:Keerthana |
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Description: 基于谱聚类的新数据聚类算法，可用于一般的时间序列数据聚类及图像分割方面的应用，还包含相应的文章和算法说明。-Executes the spectral clustering algorithm defined by type on the adjacency matrix W and returns the k cluster indicator vectors as columns in C. Platform: |
Size: 11832320 |
Author:徐俊仁 |
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Description: 国外的一个本科生做的Matlab的ＧＵＩ的界面，可以实现多维数据的谱聚类。-Foreign students to do the GUI Matlab interface, can achieve the spectral clustering of multi-dimensional data.
Foreign students to do the GUI Matlab interface, can achieve the spectral clustering of multi-dimensional data. Platform: |
Size: 10854400 |
Author:sunpeng |
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Description: 基于Nystrom的约束谱聚类，通过Nystrom取样的方式有效降低维度，提高求解速度-Nystrom spectral clustering based on constraints, sampling by Nystrom way to reduce the dimensions and improve the solution speed Platform: |
Size: 15807488 |
Author:傅子昊 |
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Search - SpectralClustering