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An improvement of trusted safe semi-supervised fuzzy clustering method with multiple fuzzifiers / Tran Manh Tuan, Phung The Huan, Pham Huy Thong..[and others] // Tạp chí Tin học và Điều khiển học = Journal of Computer Science And Cybernetics . - 2022. - tr. 84-101. - ISSN: 1813-9663



Ký hiệu phân loại (DDC): 332
In this research, an improvement algorithm for the data partition with confidence problem and multi fuzzifier named as TS3MFCM is introduced. The proposed method consists of three steps namely as FCM for labeled data”, “Data transformation”, and “Semi-supervised fuzzy clustering with multiple point fuzzifiers”. The proposed TS3MFCM method is implemented and experimentally compared against with the Confidence-weighted Safe Semi-Supervised Clustering (CS3FCM). The performance of proposed method is better than selected methods in both computational time and clustering accuracy on the same datasets.
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