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The individual SVM is prone to fail in the intrusion detection for the fragility of being attacked.This paper addresses a method using a support vector machines ensemble approach based on negative correlation learning for intrusion detection.Using a corre |
中文意思: 在入侵检测中使用单个的支持向量机容易因单点失效而危害系统安全.提出一种基于支持向量机集成的方法来进行入侵检测.它采用负相关学习技术,在误差项中使用相关性惩罚因子使得生成的分类器有更好的多样性和精度;算法采用进化策略来自动地确定个体支持向量机的超参数,避免了需要了解问题的先验知识;最后,采用集成技术来组合个体支持向量机的检测结果.仿真实验表明这一方法有更好的检测性能,并且这种分布式并行检测方法有利于增加入侵检测系统的鲁棒性. |
以下为相关句子列表(点击查看,可以看对应的解释):
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The indirect effect is the view that everything is changing in the world, which makes his modification to romanticism.
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进化论的间接影响来自于万物变化的观点,此观点促成其对浪漫主义自然观的修正。 |
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The indirect evidence favors the vacuolar localization of the passive poll.
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这一间接证据有利于证明在夜泡中存在一个纯态库存。 |
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The indirect method shows the reconciliation from net income to cash flow from operations.
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间接法将净利润调节为经营活动的现金流量。 |
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The indirect method, however, is more widely used in practice.
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然而,间接法更多的使用在实务中。 |
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The indispensable first step to getting the things you want out of life is this: decide what you want.
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要从生命中得到你想得到的东西,第一步(也是必需的一步)就是决定你想得到什麽。 |
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The individual SVM is prone to fail in the intrusion detection for the fragility of being attacked.This paper addresses a method using a support vector machines ensemble approach based on negative correlation learning for intrusion detection.Using a corre
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在入侵检测中使用单个的支持向量机容易因单点失效而危害系统安全.提出一种基于支持向量机集成的方法来进行入侵检测.它采用负相关学习技术,在误差项中使用相关性惩罚因子使得生成的分类器有更好的多样性和精度;算法采用进化策略来自动地确定个体支持向量机的超参数,避免了需要了解问题的先验知识;最后,采用集成技术来组合个体支持向量机的检测结果.仿真实验表明这一方法有更好的检测性能,并且这种分布式并行检测方法有利于增加入侵检测系统的鲁棒性. |
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The individual and team winners from those areas then compete nationally.
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各个赛区的单人和团体冠军将参加全国的比赛。 |
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The individual backup steps are performed in parallel.
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个别的备份步骤是被平行地实行。 |
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The individual balance seeks subsistence, while the collective one pursues development.
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个体平衡谋生存、群体平衡求发展。 |
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The individual cells are closely packed with no apparent intercellular spaces, and conduct water and solutes from the vascular bundle to the surrounding tissues.
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单个细胞连接的十分紧密,基本没有留空隙,从维管束中运输水分和可溶性物质到其他的组织中去。 |
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The individual chemicals made from petroleum and natural gas are numerous and include industrial chemicals, household chemicals, fertilizers, and paints, as well as intermediates for the manufacture of products, such as synthetic rubber and plastics.
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从石油和天然气提取的单个化学产品数量众多;包括工业产品、家庭用品、化肥、油漆、以及用于生产其他产品的中间产品,如合成橡胶和塑料。 |
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