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MyKmeans
实现聚类K均值算法: K均值算法:给定类的个数K,将n个对象分到K个类中去,使得类内对象之间的相似性最大,而类之间的相似性最小。 缺点:产生类的大小相差不会很大,对于脏数据很敏感。 改进的算法:k—medoids 方法。这儿选取一个对象叫做mediod来代替上面的中心 的作用,这样的一个medoid就标识了这个类。步骤: 1,任意选取K个对象作为medoids(O1,O2,…Oi…Ok)。 以下是循环的: 2,将余下的对象分到各个类中去(根据与medoid最相近的原则); 3,对于每个类(Oi)中,顺序选取一个Or,计算用Or代替Oi后的消耗—E(Or)。选择E最小的那个Or来代替Oi。这样K个medoids就改变了,下面就再转到2。 4,这样循环直到K个medoids固定下来。 这种算法对于脏数据和异常数据不敏感,但计算量显然要比K均值要大,一般只适合小数据量。(achieving K-mean clustering algorithms : K-means algorithm : given the number of Class K, n will be assigned to target K to 000 category, making target category of the similarity between the largest category of the similarity between the smallest. Disadvantages : class size have no great difference for dirty data is very sensitive. Improved algorithms : k-medoids methods. Here a selection of objects called mediod to replace the center of the above, the logo on a medoid this category. Steps : 1, arbitrary selection of objects as K medoids (O1, O2, Ok ... ... Oi). Following is a cycle : 2, the remaining targets assigned to each category (in accordance with the closest medoid principle); 3, for each category (Oi), the order of selection of a Or, calculated Oi Or replace the consumption-E (Or))
- 2005-07-26 01:32:58下载
- 积分:1
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study1
在matlab环境下实现语音信号的预处理,包括分帧,加窗,滤波,并进行端点检测,绘图。(Voice signal preprocessing in the Matlab environment, including the frame, windowing, filtering, and endpoint detection, drawing.)
- 2013-04-18 20:21:24下载
- 积分:1
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SSBoll79
spectral subtraction
- 2011-11-10 13:17:35下载
- 积分:1
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laplacian-pyramid
Laplacian Pyramid: 用MATLAB实现并改进的图像拉普拉斯金字塔分解以及隐藏信息嵌入的源码。程序展示了Laplacian Pyramid Decomposition 在图像嵌入隐藏信息的重要作用。(Laplacian Pyramid: Based on MATLAB, original codes realize the improved Laplacian Pyramid Decomposition and the method to embed hidden information into images.Codes show its significance in embedding hidden info into images.)
- 2013-05-22 10:04:26下载
- 积分:1
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DS
说明: 用于D-S证据理论的组合计算,将多组数据融合,涉及到数列的计算(Combination of DS evidence theory is used to calculate the multiple sets of data fusion, involving the calculation of the number of columns)
- 2016-04-26 11:10:44下载
- 积分:1
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Pbarpcf_huzi
本源码是用于现代谱估计的一种方法:巴特利特主分量估计算法,对3个频率进行分辨。(The source code is for a modern spectral estimation methods: Bartlett principal component estimation algorithm, the three frequency-resolved.)
- 2008-06-25 20:54:01下载
- 积分:1
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NJCSTCFSN
说明: 用数值积分算法计算hankel变换,并采用连分式逼近(Hankel transform by continued fraction)
- 2010-04-12 16:24:50下载
- 积分:1
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Matlab
中国石油大学高春侠matlab课程课件,边进行知识点讲解边进行代码演示,ppt中附带可用源码(China University of Petroleum GAO Chun Xia matlab courseware, knowledge points to explain the side edges demo code, ppt included with available source)
- 2015-04-05 09:37:57下载
- 积分:1
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Proj2_416@@
matlab of analysis pictures(analysizing pictures )
- 2009-02-28 22:58:54下载
- 积分:1
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BOOK-MATLAB
控制系统计算机辅助设计——MATLAB语言与应用(源代码)(Control System Computer Aided Design- MATLAB Language and Applications (source code))
- 2008-01-05 09:51:31下载
- 积分:1