AN ADAPTIVE FCM MODEL FOR INTERVAL TYPE-2 FUZZY DATA AND ITS CORRESPONDING VALIDITY INDEX

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Hajigol Yazdi Elahe

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Seminar Paper

Paper Information

Seminar: NATIONAL CONFERENCE ON QUANTITATIVE MODELS TECHNIQUES IN MANAGEMENT‏
Year:2016 | Issue:1

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Information Seminar Paper

Title

AN ADAPTIVE FCM MODEL FOR INTERVAL TYPE-2 FUZZY DATA AND ITS CORRESPONDING VALIDITY INDEX

Author(s)

Hajigol Yazdi Elahe

Keywords

INTERVAL TYPE-2 FUZZY SET

FUZZY C-MEANS CLUSTERING

VALIDITY INDEX

Abstract

IN THIS PAPER A MODIFIED FUZZY C-MEANS CLUSTERING METHOD IS PRESENTED WHICH IS APPLICABLE FOR INTERVAL TYPE- 2 FUZZY DATA SETS. A QUANTIFYING SIMILARITY MEASURE BASED ON EUCLIDEAN DISTANCES FUNCTION WHICH MEASURED THE SIMILARITY BETWEEN THE INFORMATION CONTAINED IN EACH INTERVAL TYPE-2 FUZZY DATA POINT IS IMPLEMENTED FOR DATA CLUSTERING. MOREOVER, A MODIFIED XIE-BENI INDEX IS PRESENTED WHICH IS USED FOR INTERVAL TYPE-2 FUZZY SETS. SOME NUMERICAL EXAMPLES USED TO SHOW THE USEFULNESS OF IT2 FUZZY C-MEAN CLUSTERING METHOD. THE RESULTS SHOW IT2FCM IS THE SUPERIOR AND EFFICIENT METHOD FOR INTERVAL TYPE-2 FUZZY SETS CLUSTERING.

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APA: Copy

Hajigol Yazdi, Elahe. (2016). AN ADAPTIVE FCM MODEL FOR INTERVAL TYPE-2 FUZZY DATA AND ITS CORRESPONDING VALIDITY INDEX. NATIONAL CONFERENCE ON QUANTITATIVE MODELS TECHNIQUES IN MANAGEMENT‏. SID. https://sid.ir/paper/936628/en

Vancouver: Copy

Hajigol Yazdi Elahe. AN ADAPTIVE FCM MODEL FOR INTERVAL TYPE-2 FUZZY DATA AND ITS CORRESPONDING VALIDITY INDEX. 2016. Available from: https://sid.ir/paper/936628/en

IEEE: Copy

Elahe Hajigol Yazdi, “AN ADAPTIVE FCM MODEL FOR INTERVAL TYPE-2 FUZZY DATA AND ITS CORRESPONDING VALIDITY INDEX,” presented at the NATIONAL CONFERENCE ON QUANTITATIVE MODELS TECHNIQUES IN MANAGEMENT‏. 2016, [Online]. Available: https://sid.ir/paper/936628/en

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