A Robust Bias-Correction Fuzzy Weighted C-Ordered-Means Clustering Algorithm

This paper proposes a modified fuzzy C-means (FCM) algorithm, which combines the local spatial information and the typicality of pixel data in a new fuzzy way. This new algorithm is called bias-correction fuzzy weighted C-ordered-means (BFWCOM) clustering algorithm. It can overcome the shortcomings...

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Veröffentlicht in:	Mathematical problems in engineering 2019, Vol.2019 (2019), p.1-17
Hauptverfasser:	Zhang, Wenyuan, Chen, Jun, Huang, Tianyu
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Bias Clustering Engineering Fuzzy sets Image classification Noise reduction Robustness (mathematics) Spatial data
Online-Zugang:	Volltext
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