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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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volume_browser
matlab代码,用于三维显示的,我在外国ftp下的(matlab code for three-dimensional display)
- 2009-05-31 14:48:47下载
- 积分:1
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waveenhance
是一些利用小波变换进行多源图像融合的程序 (Some wavelet transform image fusion process)
- 2010-08-17 16:35:57下载
- 积分:1
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dianlidianzikechengsheji
包含matlab模型和文档以及电路图,很实用的(Contains the the matlab model and documentation and schematics, very practical)
- 2012-09-27 00:42:54下载
- 积分:1
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waveguide
可以用来求复合半导体能带随着偏压的变化情况,可以考虑到interface charges(Can be used for compound semiconductor energy band changes with the bias, you can take into account the interface charges)
- 2008-05-10 05:53:55下载
- 积分:1
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1111
基本的PSO程序,可以直接运行。希望大家喜欢。(basic PSO)
- 2012-05-19 10:23:14下载
- 积分:1
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Field_II
丹麦技术大学的J爀最攀渀 Arendt Jensen教授开发的医学超声成像Field Ⅱ仿真安装程序(The Technical University of Denmark, developed by Prof. Jrgen Arendt Jensen Field Ⅱ medical ultrasound imaging simulation setup)
- 2013-10-05 22:05:06下载
- 积分:1
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Overview-of-Monte-Carlo-Simulations-Probability-R
Overview of Monte Carlo Simulations Probability Review and Introduction to Matlab (2003)-Haugh
- 2011-11-27 23:17:27下载
- 积分:1
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GoldSection_nVar
The classic method of calculating GLCM texture, based on matlab platform
- 2013-04-30 16:15:49下载
- 积分:1
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BER_MRCbpsk
ber for mrc for bpsk . simply can add other modulation techniques
- 2015-03-27 09:17:45下载
- 积分:1