Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
383802 | Expert Systems with Applications | 2013 | 11 Pages |
•A review of type-2 fuzzy logic applications in pattern recognition and classification problems is presented.•Type-2 fuzzy logic has gained popularity in a wide range of applications.•A representative review of the most successful applications of type-2 fuzzy logic in these fields is presented.
In this paper a review of type-2 fuzzy logic applications in pattern recognition, classification and clustering problems is presented. Recently, type-2 fuzzy logic has gained popularity in a wide range of applications due to its ability to handle higher degrees of uncertainty. In particular, there have been recent applications of type-2 fuzzy logic in the fields of pattern recognition, classification and clustering, where it has helped improving results over type-1 fuzzy logic. In this paper a concise and representative review of the most successful applications of type-2 fuzzy logic in these fields is presented.