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K-均值聚类算法的编程实现。包括逐点聚类和批处理聚类。K-均值聚类的的时间复杂度是n*k*m,其中n为样本数,k为类别数,m为样本维数。这个时间复杂度是相当客观的。因为如果用每秒10亿次的计算机对50个样本采用穷举法分两类,寻找最优,列举一遍约66.7天,分成3类,则要约3500万年。针对算法局部最优的缺点,本人正在编制模拟退火程序进行改进。希望及早奉给大家,倾听高手教诲。-K-means clustering algorithm programming. Point by point, including clustering and clustering batch. K-means clustering of the time complexity of n* k* m, n samples, several types of k, m sample dimension. The time complexity is a very objective. Because if we use one billion times per second the computer using 50 samples of two exhaustive method to find the optimal set out again about 66.7 days, divided into three categories, offering 3,500 years. Local optimal algorithm against the shortcomings, I was prepared simulated annealing process improvements. Early Feng hope for everyone, listen to the master teachings.
- 2022-01-28 00:58:44下载
- 积分:1
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svm training example from svm.org
svm training example from svm.org
- 2022-01-21 17:41:15下载
- 积分:1
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不确定规划 遗传算法 Goal Programming算法程序
不确定规划 遗传算法 Goal Programming算法程序- Indefinite plan heredity algorithm Goal Programming algorithm
procedure
- 2022-01-24 14:06:58下载
- 积分:1
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SCS
SCS-C is another port to C of Goldberg s Simple Classifier System,
with a few extensions.-SCS-C is another port to C of Goldberg s Simple Classifier System, with a few extensions.
- 2022-03-09 13:32:52下载
- 积分:1
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用C++语言开发的神经网络,很好用的。
使用C语言实现神经网络算法,针对BP神经网络的特点进行设计和开发,具有比较好的性能-use c language to develop neural network,good to use.
- 2022-07-11 03:48:03下载
- 积分:1
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It is 3D LBP, which is publised in IEEE TPAMI, a top journal of computer vision...
Running this funciton each time to compute the LBP-TOP distribution of one video sequence.
Reference:
Guoying Zhao, Matti Pietikainen, "Dynamic texture recognition using local binary patterns
with an application to facial expressions," IEEE Transactions on Pattern Analysis and Machine
Intelligence, 2007, 29(6):915-928.-It is 3D LBP, which is publised in IEEE TPAMI, a top journal of computer vision and pattern recognition.
After unzipping the package, you can find a project coded in C++. After complied it, you can use it directly. Some tested images are also attached in the package.
- 2022-08-21 11:32:36下载
- 积分:1
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latest development of the wavelet algorithm VC fusion procedures. Very handy.
最新开发的小波融合算法实现VC程序。非常好用。-latest development of the wavelet algorithm VC fusion procedures. Very handy.
- 2022-11-23 00:50:03下载
- 积分:1
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基于k均值聚类学习算法的rbf神经网络实现
基于k均值聚类学习算法的rbf神经网络实现-K-means clustering-based learning algorithm of rbf neural network
- 2022-03-03 08:38:24下载
- 积分:1
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遗传算法
遗传算法-Genetic algorithms
- 2022-05-10 22:43:17下载
- 积分:1
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- 2022-07-03 12:27:47下载
- 积分:1