Description: Multiclass Spectral Clustering Algorithm，和Dominant-set算法同属于较常用的聚类算法，用于图像分割等-Multiclass Spectral Clustering Algorith m, and Dominant-set algorithm is more commonly used with the clustering algorithm for image segmentation, etc. Platform: |
Size: 1024 |
Author:sai |
Hits:
Description: To identify distinguishable clusters of data in an n-dimensional pixel
value image.
Given: Samples of multi-spectral satellite images -To identify distinguishable clusters of data in an n-dimensional pixel
value image.
Given: Samples of multi-spectral satellite images Platform: |
Size: 11264 |
Author:imran |
Hits:
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 |
Hits:
Description: 基于无监督学习的谱聚类算法的文本的聚类分类。-Unsupervised Learning Based on spectral clustering algorithm for text clustering classification. Platform: |
Size: 10240 |
Author:王梓瑞 |
Hits:
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 |
Hits:
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 |
Hits:
Description: This toolbox contains the code written to perform various spectral clustering algorithms. The details related to
the code and some experiments is available in [VM03]. This document is very short and the reader is encourage
to look at the directories to see other code. Platform: |
Size: 79872 |
Author:cc |
Hits:
Description: In recent years, spectral clustering has become one of the most popular modern clustering algorithms.
It is simple to implement, can be solved efficiently by standard linear algebra software, and very often outperforms
traditional clustering algorithms such as the k-means algorithm. Nevertheless, on the first glance spectral clustering
looks a bit mysterious, and it is not obvious to see why it works at all and what it really does. This article is a
tutorial introduction to spectral clustering. We describe different graph Laplacians and their basic properties,
present the most common spectral clustering algorithms, and derive those algorithms from scratch by several
different approaches. Advantages and disadvantages of the different spectral clustering algorithms are discussed. Platform: |
Size: 353280 |
Author:cc |
Hits:
Description: 谱聚类算法综述，一篇关于普聚类的文章，有兴趣的可以下来看看。-Summary of spectral clustering algorithm, a cluster of articles on general, are interested can look down. Platform: |
Size: 83968 |
Author:刘毅 |
Hits:
Description: spectral-clustering-demo 谱聚类的matlab演示程序，是学习谱聚类的好资料，经调试通过，包含n-cut和改进的n-cut-spectral-clustering-demo demo matlab spectral clustering, spectral clustering is good information to learn by debugging through, including the n-cut and improving the n-cut Platform: |
Size: 20480 |
Author:wgw |
Hits:
Description: to segment images by ,form"A factorization approach to grouping",
and "Segmentation Using Eigenvectors: A Unifying View", UC
Berkeley.-to segment images by Spectral Clustering,form"A factorization approach to grouping",
and "Segmentation Using Eigenvectors: A Unifying View", UC
Berkeley. Platform: |
Size: 4096 |
Author:beiter |
Hits:
Description: 实现了一种谱聚类，并建立了一个谱聚类的工具箱-Achieve a spectral clustering, spectral clustering and the establishment of a toolbox Platform: |
Size: 5120 |
Author:luolin |
Hits:
Description: 一种关于谱聚类的论文材料，希望对大家的学术方面有所帮助-One on the spectral clustering paper materials, we want to help the academic aspects of Platform: |
Size: 638976 |
Author:luolin |
Hits:
Description: 实现简单的谱聚类，将两个半圆形的数据分成两类。(Implement a simple spectral clustering, two semi-circular data into two categories.) Platform: |
Size: 3072 |
Author:海上的冰
|
Hits:
Search - spectral clustering