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基于全信息矩阵的多分类器集成方法 被引量:18
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作者 唐春生 金以慧 《软件学报》 EI CSCD 北大核心 2003年第6期1103-1109,共7页
自动文本分类是提高信息利用效率和质量的有效方法,而多分类器的有效组合能够得到更高的分类准确率.给出了样本集在多分类器下的全信息矩阵概念,并提出一种权重自适应调整的多分类器集成方法.该方法能够自适应地选择分类器组合及确定分... 自动文本分类是提高信息利用效率和质量的有效方法,而多分类器的有效组合能够得到更高的分类准确率.给出了样本集在多分类器下的全信息矩阵概念,并提出一种权重自适应调整的多分类器集成方法.该方法能够自适应地选择分类器组合及确定分类器权重,并利用分类统计信息指导分类结果的集成判决.通过在标准文本集Reuters-21578上的实验表明:该方法能从查准率和查全率两方面提高文本分类的整体性能,同时表明了该方法的有效性. 展开更多
关键词 多分类器组合 全信息矩阵 文本分类 集成方法
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工艺尺寸链微机跟踪要点
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作者 金立 周鹏程 《浙江丝绸工学院学报》 1994年第3期53-57,共5页
本文主要阐明工件加工过程中的工艺尺寸链,在图解法基础上建立V-短阵和T-矩阵,用微机跟踪,并提出判别规则,这样可提高工件的加工精度和工作效率。
关键词 工艺尺寸链环 程序 全信息矩阵 微机
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Decryption of pure-position permutation algorithms 被引量:3
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作者 赵晓宇 陈刚 +2 位作者 张亶 王肖虹 董光昌 《Journal of Zhejiang University Science》 EI CSCD 2004年第7期803-809,共7页
Pure position permutation image encryption algorithms, commonly used as image encryption investigated in this work are unfortunately frail under known-text attack. In view of the weakness of pure position permutation ... Pure position permutation image encryption algorithms, commonly used as image encryption investigated in this work are unfortunately frail under known-text attack. In view of the weakness of pure position permutation algorithm,we put forward an effective decryption algorithm for all pure-position permutation algorithms. First, a summary of the pure position permutation image encryption algorithms is given by introducing the concept of ergodic matrices. Then, by using probability theory and algebraic principles, the decryption probability of pure-position permutation algorithms is verified theoretically; and then, by defining the operation system of fuzzy ergodic matrices, we improve a specific decryption al-gorithm. Finally, some simulation results are shown. 展开更多
关键词 DECRYPTION Image encryption FUZZY Position permutation
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An approach to quality assessment for web service selection based on the analytic hierarchy process for cases of incomplete information 被引量:2
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作者 GAO Cong MA JianFeng +1 位作者 LIU ZhiQuan MA XinDi 《Science China Chemistry》 SCIE EI CAS CSCD 2015年第12期71-84,共14页
Since web services intended for the same application environment tend to be functionally homogeneous, researchers have turned to their non-functional aspects in order to constructively compare web services and choose ... Since web services intended for the same application environment tend to be functionally homogeneous, researchers have turned to their non-functional aspects in order to constructively compare web services and choose an appropriate one. In general, quality of service is very important to users. Many schemes that consider quality assessment have been proposed for web service selection. With the increasing number of qualityrelated attributes, an effective quality assessment method needs satisfactory scalability. Schemes based on the analytic hierarchy process(AHP) meet this requirement. However, prevalent methods in this vein overlook the fact that the traditional AHP needs a complete judgment matrix. In practice, all the information needed to construct a judgment matrix is often unavailable for a variety of reasons, due to which certain judgments cannot be made. In this paper, for an incomplete judgment matrix, we propose an improved AHP approach to consistency verification and the subsequent ordering. Our method can deal with situations where information is insufficient,and inherits all the merits of the traditional AHP approach. A case study establishes the effectiveness of our proposed method. 展开更多
关键词 incomplete information quality assessment analytic hierarchy process (AHP) web services qual-ity of service SELECTION
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