Type-2 fuzzy sets made simple
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1,892 citations
Cites background from "Type-2 fuzzy sets made simple"
...This representation, which makes very heavy use of embedded IT2 FSs (Definition 8), was first presented in [19] for an arbitrary T2 FS, and is the bedrock for the rest of this paper....
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...Comment 2: A detailed proof of this theorem appears in [19]....
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980 citations
Cites background from "Type-2 fuzzy sets made simple"
...The membership functions of type-2 fuzzy sets are three dimensional and include a footprint of uncertainty, it is the new third dimension of type-2 fuzzy sets and the footprint of uncertainty that provide additional degrees of freedom that make it possible to directly model and handle uncertainties…...
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...Finally, conclusions are presented in Section VII....
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...…dry ground may be different from “fast speed” on a rainy day with muddy ground as wheels may slip, etc. • Linguistic uncertainties as the meaning of words that are used in the antecedents and consequents linguistic labels can be uncertain as words mean different things to different people [18]....
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953 citations
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866 citations
Cites background or methods from "Type-2 fuzzy sets made simple"
...In case of implantable sensors this however, will only succeed if the tissue reaction is comparable in both sensors [85, 87]....
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...One of the main indications for an ICD is sudden cardiac death, which affects approximately 100,000 people annually in the UK, demonstrating the size of the patient population that may benefit from this device [87]....
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...Kapton-based K and pH flexible microelectrode ISE arrays have been described by Buck [87, 88] and have been used to record on a beating heart during ischaemia....
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802 citations
References
12,530 citations
"Type-2 fuzzy sets made simple" refers background or methods in this paper
...Then, Zadeh’s Extension Principle [ 44 ] allows us to induce from the type-1 fuzzy sets a type-1 fuzzy set on , through , i.e., , such that...
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...[ 44 ] introduced the concept of a type-2 fuzzy set as an extension of an ordinary fuzzy set, i.e., a type-1 fuzzy set....
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...... nature of type-2 fuzzy sets makes them very difficult to draw; (2) there is no simple collection of well-defined terms that let us effectively communicate about type-2 fuzzy sets, and to then be mathematically precise about them (terms do exist but have not been precisely defined2 ); (3) derivations of the formulas for the union, intersection, and complement of type-2 fuzzy sets all rely on using Zadeh’s Extension Principle [ 44 ], which in ......
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5,861 citations
2,555 citations
"Type-2 fuzzy sets made simple" refers background in this paper
...Type-2 Fuzzy Sets Made Simple Jerry M. Mendel and Robert I. Bob John Abstract—Type-2 fuzzy sets let us model and minimize the effects of uncertainties in rule-base fuzzy logic systems....
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2,412 citations
"Type-2 fuzzy sets made simple" refers background in this paper
...It is now obvious, from the properties of a -norm, that: Lemma 1: Under the four properties just stated, is a -norm....
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1,845 citations