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A Bibliometric Overview of the Field of Type-2 Fuzzy Sets and Systems [Discussion Forum]

机译:2 Type-2模糊集和系统领域的生物计概述[讨论论坛]

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摘要

Fuzzy Sets and Systems is an area of computational intelligence, pioneered by Lotfi Zadeh over 50 years ago in a seminal paper in Information and Control. Fuzzy Sets (FSs) deal with uncertainty in our knowledge of a particular situation. Research and applications in FSs have grown steadily over 50 years. More recently, we have seen a growth in Type-2 Fuzzy Set (T2 FS) related papers, where T2 FSs are utilized to handle uncertainty in realworld problems. In this paper, we have used bibliometric methods to obtain a broad overview of the area of T2 FSs. This method analyzes information on the bibliographic details of published journal papers, which includes title, authors, author address, journals and citations, extracted from the Science and Social Science Citation Indices in the Web of Science (WoS) database for the last 20 years (1997-2017). We have compared the growth of publications in the field of FSs, and its subset T2 FSs, identified highly cited papers in T2 FSs, highly cited authors, key institutions, and main countries with researchers involved in T2 FS related research.
机译:模糊套装和系统是计算智能的一个领域,由50多年前的Lotfi Zadeh开创,在新闻和控制中的精英纸上。模糊集(FSS)在我们对特定情况的知识中处理不确定性。 FSS的研究和应用稳步增长超过50年。最近,我们已经看到了2型模糊集(T2 FS)相关论文的增长,其中T2 FSS用于处理RealWorld问题中的不确定性。在本文中,我们使用了伯测定方法来获得T2 FSS面积的广泛概述。该方法分析了关于公布的刊物论文的书目细节的信息,其中包括所有权,作者,作者地址,期刊和引用,从过去20年中从科学版(WOS)数据库中的科学和社会科学引文指数中提取( 1997-2017)。我们已经比较了FSS领域的出版物的增长,其子集T2 FSS,在T2 FSS,高度引用的作者,重点机构和主要国家的研究人员中识别出高度引用的论文,其中包括参与T2 FS相关研究的研究人员。

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