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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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watermark
water mark
needs other m-file
- 2012-05-02 17:38:16下载
- 积分：1
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bingwangguocheng
双馈异步发电机并网过程及控制方法的改进，适用于dfig系统仿真(Doubly-fed and improve net process control methods and asynchronous generators for dfig System Simulation)
- 2014-02-26 20:11:17下载
- 积分：1
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sgalssvm
标准的遗传算法优化最小二乘支持向量机，能很好的实现参数寻优功能(Standard genetic algorithm optimization least squares support vector machines, can achieve good functional parameter optimization)
- 2021-01-15 14:58:46下载
- 积分：1
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StewartPlatform
基于MATLAB/Simulink的Stewart平台仿真程序(Based on MATLAB/Simulink simulation program of Stewart Platform)
- 2016-05-20 10:31:26下载
- 积分：1
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Lfgauss
load flow for power sysrem by hady
- 2012-09-08 08:15:32下载
- 积分：1
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EMS Microgrid
说明： 含风力发电、光伏、微型燃气轮机、储能的微电网能量管理，采用粒子群算法优化。(Particle swarm optimization (PSO) is used to optimize the energy management of microgrid including wind power generation, photovoltaic, micro gas turbine and energy storage.)
- 2021-04-12 21:08:57下载
- 积分：1
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用SVPWM驱动三相桥的PMSM控制模型svpwm PI control
用SVPWM驱动三相桥的PMSM控制模型,双闭环控制,模型效果较好!(The control model of PMSM using SVPWM to drive three-phase Bridge, double close loop control, and the control result is very well!)
- 2009-10-08 23:05:37下载
- 积分：1
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matlab_psd_periodogram
采用周期图法在matlab中进行功率谱密度计算(Periodogram method using power spectral density calculation in matlab)
- 2014-10-26 11:56:59下载
- 积分：1
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FHSS_DSSS_CDMA
本程序包括直接序列扩频，跳频扩频和跳频多址的相关程序(This procedure, including direct sequence spread spectrum, frequency-hopping spread-spectrum and frequency hopping multiple access procedures)
- 2008-06-23 17:02:05下载
- 积分：1
