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cluster
聚类的算法,包括K-means,密度聚类,密度比聚类,谱聚类等(Clustering algorithm, including k-means, density clustering, density ratio clustering, spectral clustering, etc)
- 2021-02-05 17:39:56下载
- 积分:1
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K-meanCluster
How the K-mean Cluster work
Step 1. Begin with a decision the value of k = number of clusters
Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following:
Take the first k training sample as single-element clusters
Assign each of the remaining (N-k) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster.
Step 3 . Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample.
Step 4 . Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments. (How the K-mean Cluster workStep 1. Begin with a decision the value of k = number of clusters Step 2. Put any initial partition that classifies the data into k clusters. You may assign the training samples randomly, or systematically as the following: Take the first k training sample as single-element clusters Assign each of the remaining (Nk) training sample to the cluster with the nearest centroid. After each assignment, recomputed the centroid of the gaining cluster. Step 3. Take each sample in sequence and compute its distance from the centroid of each of the clusters. If a sample is not currently in the cluster with the closest centroid, switch this sample to that cluster and update the centroid of the cluster gaining the new sample and the cluster losing the sample. Step 4. Repeat step 3 until convergence is achieved, that is until a pass through the training sample causes no new assignments.)
- 2007-11-15 01:49:03下载
- 积分:1
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fcm
fuzzy clustring alghorithm
- 2010-11-21 15:44:26下载
- 积分:1
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NewFolder(2)
internet matlab file for image processing
- 2009-12-06 03:34:53下载
- 积分:1
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coocurrence_matrix_and_feature
共生矩阵的实现及特征提取方法,里面包含了各个特征向量提取的子程序,可以在其他程序中直接调用。(co-occurrence matrix and the realization of feature extraction methods, each of which contains a feature vector extraction subroutine, the other procedures can be called directly.)
- 2007-05-18 10:50:58下载
- 积分:1
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FovNLM
a new nonlocal denoising algorithm based on an anisotropic kernel.
- 2013-11-02 21:16:33下载
- 积分:1
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cutfootnew
自己写的程序,处理人体三维数据脚部数据时,对指定域进行简化(Write their own procedures when dealing with three-dimensional data of human hand data on the specified domain to simplify)
- 2015-04-05 11:27:42下载
- 积分:1
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dctn
3d or more dct implemntation
- 2009-12-27 21:34:16下载
- 积分:1
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8poles8zeroes
优化IIR滤波器 速度提高了 代码在matlab可以运行(IIR matlab)
- 2009-06-30 15:45:01下载
- 积分:1
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CommunicationMatlabSimulator
说明: 通信信号处理的matlab仿真程序,十分好用,欢迎使用!(Communication signal processing matlab simulation program, very easy to use, Welcome!)
- 2010-04-24 20:37:20下载
- 积分:1