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k_means
首先从n个数据对象任意选择 k 个对象作为初始聚类中心;而对于所剩下其它对象,则根据它们与这些聚类中心的相似度(距离),分别将它们分配给与其最相似的(聚类中心所代表的)聚类;然后再计算每个所获新聚类的聚类中心(该聚类中所有对象的均值);不断重复这一过程直到标准测度函数开始收敛为止。一般都采用均方差作为标准测度函数. k个聚类具有以下特点:各聚类本身尽可能的紧凑,而各聚类之间尽可能的分开。(First, a data object from the n choose k objects as initial cluster centers and for the rest of the other objects, according to their similarity with the cluster center (distance), respectively, assign them to their most similar (represented by cluster center) clustering then calculated for each cluster center received a new clustering (all objects in the cluster mean) repeats this process until the convergence criteria begin until the measure function. Standard deviation is generally used as a standard measure function. K a cluster has the following characteristics: the cluster itself as a compact, but separated as much as possible between each cluster.)
- 2011-01-04 12:30:31下载
- 积分:1
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ImageRetrieval
基于内容的图像检索算法的研究,颜色直方图算法。(Content-Based Image Retrieval Algorithm,Color histogram algorithm)
- 2009-05-09 17:05:38下载
- 积分:1
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FUZZCLUST
里面是一些大家很可能常用到的聚类分析方法有像K均值等分析法,希望能为大家提供一些帮助。(There is probably some people used to the cluster analysis methods such as K-means analysis, We hope to provide some help.)
- 2007-01-28 12:57:22下载
- 积分:1
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EKF
模拟实现非线性的时候 ,机器人定位与构图的情况。(SLAm the code)
- 2012-05-24 16:47:59下载
- 积分:1
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UCI
UCI 上面的经典数据 UCI 上面的经典数据UCI 上面的经典数据(UCI data)
- 2013-09-17 23:54:54下载
- 积分:1
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roommap
扫地机器人的一种路径规划算法,内螺旋法,首先构建了房间地图,然后遍历了房间。(A path planning algorithm sweeping robot, spiral method, first built room map, then traverse the room.)
- 2021-03-08 10:59:28下载
- 积分:1
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MATCOMVC
说明: 使用MATCOM使VC与MATLAB混编的小例子(VC and MATLAB using the mixed MATCOM small example of)
- 2011-03-27 14:35:55下载
- 积分:1
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Image-Rectification
rectification of stereo images using stereovision
- 2014-08-21 00:40:30下载
- 积分:1
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gcp_genetic_change3
用遗传算法解决三着色问题,并给出了GUI界面,代码有注释说明!(Genetic algorithms to solve the three coloring problem, and finally gives a GUI interface.What s more part of code annotated description!)
- 2014-08-25 22:07:27下载
- 积分:1
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CoSaMP
CoSaMP算法,在重构信号时,选取两倍稀疏度的原子来恢复原始信号,再删去一倍稀疏度的原子。(CoSaMP algorithm, in the reconstructed signal, select twice the atomic sparsity to recover the original signal, and then deleting the double sparsity of atoms.)
- 2020-12-23 05:29:07下载
- 积分:1