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Towards a Mathematical Theory of Knowledge 被引量:18
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作者 陆汝钤 《Journal of Computer Science & Technology》 SCIE EI CSCD 2005年第6期751-757,共7页
A typed category theory is proposed for the abstract description of knowledge and knowledge processing. It differs from the traditional category theory in two directions: all morphisms have types and the composition ... A typed category theory is proposed for the abstract description of knowledge and knowledge processing. It differs from the traditional category theory in two directions: all morphisms have types and the composition of morphisms is not necessary a morphism. Two aspects of application of typed category theory are discussed: cones and limits of knowledge complexity classes and knowledge completion with pseudo-functors. 展开更多
关键词 knowledge science category theory typed category pseudo-category
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On Pseudo-Category of Quasi-Isotone Spaces
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作者 Hezron S. Were Stephen M. Gathigi +2 位作者 Paul A. Otieno Moses N. Gichuki Kewamoi C. Sogomo 《Advances in Pure Mathematics》 2014年第2期59-61,共3页
Recent developments in mathematics have in a sense organized objects of study into categories, where properties of mathematical systems can be unified and simplified through presentation of diagrams with arrows. A cat... Recent developments in mathematics have in a sense organized objects of study into categories, where properties of mathematical systems can be unified and simplified through presentation of diagrams with arrows. A category is an algebraic structure made up of a collection of objects linked together by morphisms. Category theory has been advanced as a more concrete foundation of mathematics as opposed to set-theoretic language. In this paper, we define a pseudo-category on the class of isotonic spaces on which the idempotent axiom of the Kuratowski closure operator is assumed. 展开更多
关键词 CLOSURE Operator ISOTONIC Space Quasi-Isotone SPACES pseudo-category
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针对秩序多项特征变量的一种改进随机森林算法 被引量:3
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作者 周晓霞 张治飞 +1 位作者 杨赫祎 黄磊 《重庆理工大学学报(自然科学)》 CAS 北大核心 2022年第9期266-278,共13页
针对含秩序多项特征变量的二分类问题,利用互信息的刀切估计(JMI)先对特征变量进行排序和筛选,结合秩序多项特征变量的伪项识别及融合方法,为随机森林提出一种新的可有效处理含秩序多项特征变量的合成算法。通过对实际的包含秩序多项特... 针对含秩序多项特征变量的二分类问题,利用互信息的刀切估计(JMI)先对特征变量进行排序和筛选,结合秩序多项特征变量的伪项识别及融合方法,为随机森林提出一种新的可有效处理含秩序多项特征变量的合成算法。通过对实际的包含秩序多项特征变量的银行信贷数据以及学生成绩调查数据进行仔细对比分析,验证了所提出算法的实用性和有效性。 展开更多
关键词 秩序多项 互信息 伪项 随机森林
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