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bilinear
In this paper, we introduce a new machine-learning-based data classification algorithm that is applied
to network intrusion detection. The basic task is to classify network activities (in the network log
as connection records) as normal or abnormal while minimizing misclassification. Although different
classification models have been developed for network intrusion detection, each of them has its strengths
and weaknesses, including the most commonly applied Support Vector Machine (SVM) method and the
Clustering based on Self-Organized Ant Colony Network (CSOACN). Our new approach combines the SVM
method with CSOACNs to take the advantages of both while avoiding their weaknesses. Our algorithm is
implemented and evaluated using a standard benchmark KDD99 data set. Experiments show that CSVAC
(Combining Support Vectors with Ant Colony) outperforms SVM alone or CSOACN alone in terms of both
classification rate and run-time efficiency.
- 2013-12-21 13:40:52下载
- 积分：1
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artificial-neural-network-matlab
MATLAB是大家常用的开发工具，尤其是在研究生阶段和读博士期间，这是一个关于人工神经网络的matlab程序，可以运行的哦(MATLAB is commonly used development tools, especially at the graduate level and duration of the PhD, which is an artificial neural network on matlab program, you can run, oh)
- 2014-01-11 14:29:40下载
- 积分：1
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programafft
Fast fourier transform for signal analysis
- 2013-11-20 03:15:10下载
- 积分：1
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111w
基于粒子群算法的PID控制器优化设计matlab代码(PID TUNER using PSO matlab code)
- 2014-02-16 16:52:53下载
- 积分：1
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vc+mat2
这是一个用vc和matlab混合变成的例子，在两者环境下结合编成是很好的思路，有很大的应用前景，希望对大家有所帮助(with vc and mixed into Matlab example, in other circumstances combined organization is a good idea, a great prospect, we hope to help)
- 2005-05-14 03:16:54下载
- 积分：1
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cd4ef1
光纤陀螺光源热敏电阻器特性及其影响研究Fiber optic gyro light thermistor characteristics and their influence on(Fiber optic gyro light thermistor characteristics and their influence on)
- 2012-05-06 13:25:20下载
- 积分：1
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golly-2.4-win
元胞自动机 实现金属氧化过程 很实用的 (The cellular automata metal oxidation)
- 2013-05-10 11:52:32下载
- 积分：1
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c33
fundamentals of cbir system...
- 2010-09-28 22:12:40下载
- 积分：1
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MIMOCapacity
calculate the capacity of mimo system
an example is shown
Waterfilling capacity structure
- 2009-06-23 10:06:38下载
- 积分：1
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ex
说明： matlab神经网络，用于神经网络的建模。希望有用(matlab neural network for neural network modeling. Hope that useful)
- 2011-03-30 15:05:49下载
- 积分：1
