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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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谱减法
利用谱减法进行语音信号的降噪处理,适用于语音增强领域(Using spectral subtraction to reduce the noise of speech signal, it is suitable for the field of speech enhancement)
- 2021-04-11 20:28:58下载
- 积分:1
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lunwenfig3_10a
这为一个相控阵列天线的波束形成与指向控制的MATLAB仿真软件(This is a phased array antenna beam forming and pointing control of the MATLAB simulation software)
- 2011-09-18 18:54:35下载
- 积分:1
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xiaobo
说明: 小波变换去噪算法,可以自己改变阈值函数与分解层数(Wavelet transform denoising algorithm can change the threshold function and decomposition level by itself)
- 2020-06-18 18:46:39下载
- 积分:1
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RetrieveL2
In this i attached matlab code for image retrieval function by finding the distance between training and testing features and arrange it in according to ascending order.
- 2013-10-06 15:08:52下载
- 积分:1
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dianchi
说明: 蓄电池仿真模型,电池为锂离子电池,11.2KWH,模型含开路电压和内阻的数据。(Battery simulation model, the battery is lithium-ion battery, 11.2kwh, the model contains open circuit voltage and internal resistance data.)
- 2020-04-15 23:24:24下载
- 积分:1
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-smith
用matlab实现smith圆图的基本思路和指导。(Using matlab circle diagram smith realize the basic ideas and guidance.)
- 2007-08-02 21:36:57下载
- 积分:1
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pmsm
PMSM的simulink模型,MATLAB版本6.5(PMSM the simulink model, MATLAB Version 6.5)
- 2008-04-26 08:02:54下载
- 积分:1
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OTSU
大津法确定图像二值化阈值,为MATLAB语言编写的M文件, 可直接使用(Otsu method to determine the threshold image binarization)
- 2013-03-09 16:29:30下载
- 积分:1
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Image-evaluation-function-matlab
包含九种图像评价函数,对图像进行清晰度判断并对比各种方法的时效(Evaluation function contains nine images, the image clarity and compared various methods of aging)
- 2020-10-11 18:37:32下载
- 积分:1