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Interval-Valued and Interval Type-2 Fuzzy Sets: A Subjective Comparison
2007 IEEE International Fuzzy Systems Conference, 2007The paper contains remarks on similarities and differences between interval-valued and interval type-2 fuzzy sets. The definitions of basic characteristics, like cardinality or support, are provided and related to the sets. The canonical forms of linguistically quantified propositions under both groups of interval sets, are discussed and real and ...
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The Reduction of Interval Type-2 LR Fuzzy Sets
IEEE Transactions on Fuzzy Systems, 2014Type reduction of interval type-2 (IT2) fuzzy sets is essential in conducting the type-2 fuzzy sets expressed with the resolution forms of IT2 fuzzy sets. Several type reduction methods, such as KM, EKM, and centroid flow, have been proposed. These methods are relatively easy to implement but still computation-intensive because they need to invoke an ...
Chao-Lieh Chen +2 more
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Construction of Interval Type-2 Fuzzy Sets From Fuzzy Sets: Methods and Applications
2013In this chapter, we present some methods to construct interval type-2 membership functions from fuzzy membership functions and their applications in image processing, classification, and decision making. First, we review some basic concepts of interval type-2 fuzzy sets (IT2FSs).
Miguel Pagola +9 more
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On Defuzzification of Interval Type-2 Fuzzy Sets
2008In the paper the defuzzification of interval type-2 fuzzy sets is studied. The standard K-M type-reduction method and the uncertainty bounds approximate type-reduction are compared with the classical defuzzification of averaged type-1 fuzzy sets.
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Supplier Selection Using Ranking Interval Type-2 Fuzzy Sets
2015In face of global competition, supplier management is emerging as crucial issue to any companies striving for business success. This paper develops a framework for selecting suitable outsourced suppliers of upstream supply chain in uncertain environment.
Samarjit Kar, Kajal Chatterjee
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Generalising Social Structure Using Interval Type-2 Fuzzy Sets
2016To understand the operation of the informal social sphere in human or artificial societies, we need to be able to identify their existing behavioural conventions (institutions). This includes the contextualisation of seemingly objective facts with subjective assessments, especially when attempting to capture their meaning in the context of the analysed
Christopher K. Frantz +3 more
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Interval Type-2 Fuzzy Set Extension of DEMATEL Method
2011The purpose of this study was to extend the DEMATEL (Decision-Making Trail and Evaluation Laboratory) method based on the interval type-2 fuzzy sets to obtain the weights of criteria based on words. Generally most decision making methods consider the independency between criteria. DEMATEL method considers the inter-relations between criteria.
Mitra Bokaei Hosseini +1 more
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Biological Models via Interval Type-2 Fuzzy Sets
2021Rosana Sueli da Motta Jafelice +1 more
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A Regret-Based Three-Way Decision Model Under Interval Type-2 Fuzzy Environment
IEEE Transactions on Fuzzy Systems, 2022Tianxing Wang, Huaxiong Li, Yuhua Qian
exaly

