Some Improvements of Fuzzy Clustering Algorithms Using Picture Fuzzy Sets and Applications for Geographic Data Clustering

• Main Authors: Nguyen, Dinh Hoa, Le, Hoang Son, Pham, Huy Thong
• Format: Article
• Language: English
• Published: ĐHQGHN 2017
• Subjects: Spatial clustering; fuzzy clustering; distributed clustering; picture fuzzy set; weather nowcasting; spatio-temporal regression.
• Online Access: http://repository.vnu.edu.vn/handle/VNU_123/56937
• Institution: Vietnam National University, Hanoi

This paper summarizes the major findings of the research project under the code name QG.14.60. The research aims to enhancement of some fuzzy clustering methods by the mean of more generalized fuzzy sets. The main results are: (1) Improve a distributed fuzzy clustering method for big data using pi...