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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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Twophasesuddenshortcircuitloadwithoutdampingwindin
突然两相负载短路无阻尼绕组用matlab编程(Two-phase sudden short-circuit load without damping windings)
- 2009-05-02 12:31:34下载
- 积分:1
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source-code
《MATLAB从入门到精通》一书中的所有源代码(《MATLAB from entry to the master》source code)
- 2012-04-01 10:41:20下载
- 积分:1
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LMS
LMS最小均方自适应滤波算法仿真,绝对可靠(LMS least mean square adaptive filter algorithm simulation, absolutely reliable)
- 2011-05-09 22:13:07下载
- 积分:1
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Hiding_info_in_IMage
hiding technique by segmentation of image methods in matlab
- 2014-11-26 20:30:01下载
- 积分:1
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fdtd_2d
Dennis Sullivan FDTD书中2维TM波程序,改写的Matlab程序(Dennis Sullivan FDTD 2-D TM wave program book and rewriting the Matlab program)
- 2011-04-24 18:22:37下载
- 积分:1
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MATLAB
关于通信系统的matlab源码,介绍的是OFDM的相关原理(About communication systems matlab source)
- 2014-01-01 21:32:30下载
- 积分:1
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MilTrack_matlab_v1.0
MATLAB demo for paper "Visual Tracking with Online Multiple Instance Learning" by Boris Babenko, Ming-Hsuan Yang, Serge Belongie ,CVPR 2009, Miami, Florida. (MATLAB demo for paper "Visual Tracking with Online Multiple Instance Learning" by Boris Babenko, Ming-Hsuan Yang, Serge Belongie ,CVPR 2009, Miami, Florida.)
- 2013-04-26 16:43:57下载
- 积分:1
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Powerelectronicselectricalcontron
基于Matlab、Simulink的电力电子方面,电机控制系统方面的常用建模和仿真,非常全面,各种电力电子元件,各种电机模型及控制,包括直流电机、异步电机、同步电机。(Power electronics, electrical control system simulation model power electronics, electrical control system of the commonly used in modeling and simulation, very full, all kinds of electric power electronic components, all kinds of motor model and control, including dc motor, asynchronous motor, synchronous motor.)
- 2011-12-26 15:51:28下载
- 积分:1
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Probabilistic-Neural-Network-
Probabilistic Neural Network
- 2014-02-20 10:45:11下载
- 积分:1