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基于语言场理论的连续属性离散化方法及实现 被引量:3

The Discretization Method and its Realization of Continuous Attribute Based on Language Field Theory
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摘要 The paper introduces author's job on realization of continuous attribute discretization based on languagefield theory that Prof. Yang put forward. It applies a new algorithm of seeking border values and its incremental onerather than seeking boundary ones that is a difficulty. The theory of the algorithm is self-contained, and its realiza-tion is simple. And the paper introduces simply four thoughts about defining language values and then discretizing fornon-numerical value that author already realized in KDD * . The paper introduces author's job on realization of continuous attribute discretization based on language field theory that Prof. Yang put forward. It applies a new algorithm of seeking border values and its incremental one rather than seeking boundary ones that is a difficulty. The theory of the algorithm is self.contained, and its realization is simple. And the paper introduces simply four thoughts about defining language values and then discretizing for non.numerical value that author already realized in KDD.
作者 周颖 杨炳儒
出处 《计算机科学》 CSCD 北大核心 2003年第5期63-66,共4页 Computer Science
基金 国家自然科学基金(69835001) 北京市自然科学基金(4022008)
关键词 知识表示 知识发现 机器学习 语言场理论 连续属性离散化方法 Data mining, Language field, Continuous attribute, Discretization
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共引文献26

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