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国家自然科学基金(61104106)

作品数:10 被引量:26H指数:3
相关作者:翟军昌车伟伟秦玉平刘英英关威更多>>
相关机构:沈阳大学渤海大学沈阳航空航天大学更多>>
发文基金:国家自然科学基金辽宁省教育厅资助项目辽宁省教育厅高等学校科学研究项目更多>>
相关领域:自动化与计算机技术理学更多>>

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基于改进信息增益的垃圾邮件过滤研究被引量:1
2012年
信息增益是文本分类中一种有效的特征项选择方法,针对垃圾邮件过滤中的特征项选择问题,提出了一种改进的信息增益方法提取特征词,并采用了最小风险贝叶斯的决策方法,最后在英文语料库上进行实验,实验结果表明改进后的方法降低了过滤器对合法邮件的误判。
翟军昌车伟伟刘艳丽康建军
关键词:信息增益垃圾邮件最小风险贝叶斯
一种基于条件熵的垃圾邮件过滤算法被引量:3
2014年
在垃圾邮件过滤中,针对过滤器对合法邮件的误判问题,提出一种改进的垃圾邮件过滤算法。该算法对信息增益的条件熵估计方法作了改进,结合最小风险贝叶斯决策方法,在英文语料库上进行实验,并采用召回率和正确率对算法进行评价分析。实验结果表明,改进后的方法可提高过滤器对合法邮件的识别能力,降低对合法邮件的误判,减少用户的损失。
翟军昌车伟伟
关键词:垃圾邮件信息增益条件熵
Stability analysis and stabilization of wireless networked control systems based on deadband control scheduling被引量:4
2014年
The stability analysis and stabilization problems of the wireless networked control systems(WNCSs) with signal transmission deadbands were considered. The deadbands were respectively set up at the sensor to the controller and the controller to the actor sides in the WNCS, which were used to reduce data transmission, furthermore, to decrease the network collision and node energy consumption. Under the consideration of time-varying delays and signal transmission deadbands, the model for the WNCS was presented. A novel Lyapunov functional which took full advantages of the network factors was exploited. Meanwhile, new stability analysis and stabilization conditions for the WNCS were proposed, which described the relationship of the delay bounds, the transmission deadband bounds and the system stability. Two examples were used to demonstrate the effectiveness of the proposed methods. The results show that the proposed approach can guarantee asymptotical stability of the system and reduce the data transmission effectively.
刘英英褚云凯车伟伟刘意杨
关键词:网络控制系统LYAPUNOV泛函
Guaranteed cost control of networked control systems under limited communication capacity and variable sampling被引量:3
2014年
The problem of guaranteed cost control for the networked control systems(NCSs) with time-varying delays, time-varying sampling intervals and signals quantization was investigated, wherein the physical plant was continuous-time one, and the control input was discrete-time one. By using an input delay approach and a sector bound method, the network induced delays, quantization parameter and sampling intervals were presented in one framework in the case of the state and the control input by quantized in a logarithmic form. A novel Lyapunov function with discontinuity, which took full advantages of the NCS characteristic information, was exploited. In addition, it was shown that Lyapunov function decreased at the jump instants. Furthermore, the Leibniz-Newton formula and free-weighting matrix methods were used to obtain the guaranteed cost controller design conditions which were dependent on the NCS characteristic information. A numerical example was used to illustrate the effectiveness of the proposed methods.
刘英英褚云凯车伟伟
关键词:保成本控制采样间隔LYAPUNOV函数通信容量时变延迟
线性离散系统的非脆弱混合H_2/H_∞动态输出反馈控制被引量:1
2012年
基于不等式技术研究了线性离散系统的非脆弱混合H2/H∞控制器设计问题.所考虑的控制器具有乘性控制器增益不确定性.设计的动态输出反馈控制器能够保证闭环系统具有渐近稳定性,同时满足混合H2/H∞性能.针对凸多面体结构的不确定线性系统,其结果可推广到鲁棒非脆弱混合H2/H∞控制器的设计当中.最后,通过仿真算例证实了文中所给设计方法的有效性.
关威高斌斌
关键词:H∞控制非脆弱
应用特征词分类贡献的垃圾邮件过滤研究被引量:2
2012年
在垃圾邮件过滤中,考虑到特征词对合法邮件和垃圾邮件分类贡献的不同,通过定义分类贡献比系数,将特征词分类贡献的思想应用到特征选择和朴素贝叶斯过滤器的设计中,在英文语料库上进行实验,实验结果表明,应用特征词分类贡献的垃圾邮件过滤方法可以有效提高过滤器对合法邮件和垃圾邮件的识别能力,降低过滤器对合法邮件和垃圾邮件的误判率。
翟军昌秦玉平车伟伟
关键词:特征词信息增益垃圾邮件朴素贝叶斯
时变时延离散网络控制系统的稳定性分析被引量:5
2015年
研究了时变时延离散网络系统的稳定性问题.采用一个充分利用系统状态相关变量的Lyapunov泛函,应用牛顿-莱布尼茨公式并引入了松散变量技术,获得了新的基于线性矩阵不等式(LMI)的稳定性条件.此稳定性条件描述了网络状态相关变量之间的联系,且具有较小的保守性.仿真算例表明了所提出的方法的有效性.
刘英英
关键词:时变时延LMI
Adaptive Synchronization of a Class of Nonlinearly Coupled Complex Networks
This paper presents the robust synchronization problem of a class of nonlinearly coupled complex networks thro...
Xiaozheng Jin 1 , Dan Ye 2 and Weiwei Che 1 1. Key Laboratory of Manufacturing Industrial Integrated Automation, Shenyang University, Shenyang Liaoning 110044, China.2. College of Information Science and Engineering, Northeastern University, Shenyang Liaoning 110004, China.
关键词:SYNCHRONIZATION
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垃圾邮件过滤中信息增益的改进研究被引量:8
2014年
针对垃圾邮件过滤中的特征项选择问题,提出了一种改进的信息增益方法。首先利用特征词的先验概率定义增益比,然后利用增益比对特征词为整个分类所提供的信息量进行放大或弱化,从而对特征词的类别条件熵计算作了改进,采用极大后验假设朴素贝叶斯决策方法在英文语料库上进行实验,通过召回率、正确率、精确率和错误率对算法进行评价分析。实验结果表明,改进后的算法提高了过滤器的分类精度,降低了过滤器对合法邮件的误判给用户带来的损失。
翟军昌秦玉平车伟伟
关键词:信息增益垃圾邮件朴素贝叶斯
Simulated Annealing Based Fuzzy Markov Game Energy Management for Smart Grids
For the energy management problems for demand response in electricity grid, a simulated annealing based fuzzy ...
Chuanzhi ZangXiaoning QinXin LiXiaozheng JinWeiwei Che
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