Linguistic Summarization of Data based on Intervalvalued Choquet Integrals

摘要：

A linguistic summarization of data (base) is meant as a concise, human-consistent description of a (numerical) data set. Recently, the methods of constructing and evaluating linguistic summarization have been established based on interval-valued fuzzy sets and interval-valued cardinality theory. The main aim of this paper is to evaluate linguistic summarization of data by using interval-valued Choquet integrals. Two new methods are investigated, one is based on interval-valued fuzzy quantifiers and fuzzy measures, and another is based on intervalvalued fuzzy quantifiers and interval-valued fuzzy measures. Moreover, illustrative examples are presented.

关键词： linguistic summarization interval-valued fuzzy sets interval-valued fuzzy quantifiers Choquet integrals intervalvalued fuzzy measure

作者: Xiaohong Zhang Zhengguo Xu

作者单位: Department of Mathematics, College of Art and Sciences Shanghai Maritime University Shanghai 201306, Department of Mathematics, Faculty of Sciences Ningbo University Ningbo 315211, China

会议类型: 国际会议

会议名称: 2010 International Conference on Circuit and Signal Processing(2010年电路与信号处理国际会议 ICCSP 2010)

会议地点: 上海

会议语种:英文

页码: 357-360

在线出版日期: 2010-12-25（万方平台首次上网日期，不代表论文的发表时间）