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An interval Type-2 fuzzy sets generation method for remote sensing imagery classification
Computers & Geosciences, 2019Abstract In this paper, we focus on the uncertainty in land cover classification that is caused by the heterogeneity of similar ground objects and the complex spatial correlation of remote sensing image pixels. We propose a method for generating interval type-2 fuzzy sets that incorporates neighborhood information to improve the classification ...
Haihua Xing +4 more
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Computing Centroid of General Type-2 Fuzzy Set Using Constrained Switching Algorithm
2021Centroid of general type-2 fuzzy set can be used as a measure of uncertainty in highly uncertain environments. Computing centroid of general type-2 fuzzy set has received an increasing research attention during recent years. Although computation complexity of such sets is higher than that of interval type-2 fuzzy sets, with the advent of new ...
Zarandi, Mohammad Hossein Fazel +2 more
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Application of General Type-2 Fuzzy Set in Emotion Recognition from Facial Expression
2011This paper proposes a new technique for emotion recognition of an unknown subject using General Type-2 Fuzzy sets (GT2FS). The proposed technique includes two steps- first, a type-2 fuzzy face-space is created with the background knowledge of facial features of different subjects containing different emotions.
Anisha Halder +4 more
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Computing with Words in Generalized Interval Type-2 Fuzzy Sets
Acta Automatica Sinica, 2012Hong MO, Tao WANG
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Type-2 Fuzzy Sets and Their Application in Decision-Making: General Concepts
Scientific and Technical Information Processing, 2022O. V. Baskov, V. D. Noghin
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2014 International Conference on Fuzzy Theory and Its Applications (iFUZZY2014), 2014
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Towards an Improved Approach For Similarities between General Type-2 Fuzzy Sets
2023Pedro Huidobro +4 more
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