JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE) ›› 2013, Vol. 43 ›› Issue (1): 34-40.

• Articles • Previous Articles     Next Articles

A clustering method based on 18-element linguistic-valued fuzzy similar matrix

ZHANG Yun-xia, CUI Xiao-song, ZOU Li*   

  1. School of Computer and Information Technology, Liaoning Normal University, Dalian 116081, China
  • Received:2012-12-05 Online:2013-02-20 Published:2012-12-05

PDF (PC)

1430

Abstract:

Based on the 18-element linguistic-valued lattice implication algebra, the linguistic-valued fuzzy similarity of linguistic-valued fuzzy set was proposed. In addition, the calculating formular for average linguistic-valued fuzzy similarity was given and its reasonability was proved. Furthermore, the linguistic-valued fuzzy similar matrix, linguistic-valued fuzzy equivalent matrix and λ-cut matrix of linguistic-valued fuzzy matrix were constructed. Finally, a new fuzzy clustering method based on linguistic-valued fuzzy similar matrix was proposed, and an example was given to illustrate its effectivity in fuzzy clustering problem.

Key words: linguistic-valued fuzzy clustering analysis, linguistic-valued fuzzy matrix, linguistic-valued fuzzy sets, linguistic-valued fuzzy similar matrix

CLC Number: 

  • TP391
[1] XIONG Bingyan, WANG Guoyin, DENG Weibin. Hierarchical cost sensitive decision tree and its application in the prediction of the mobile phone replacement [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(5): 36-42.
[2] WANG Xiaochu, WANG Shitong, BAO Fang. Image classification algorithm based on minimax probability machine with regularized probability density concensus [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2015, 45(5): 13-21.
[3] ZHANG Dongbo, KOU Tao, XU Haixia. Fast scene recognition based on LDB descriptor and local spatial structure matching [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 16-23.
[4] CHEN Haiyong, YU Li, LIU Hui, YANG Jiabo, HU Qidi. Solar cell defect images fusion based on empirical wavelet [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 24-31.
[5] MOU Lianming. Weighted k sub-convex-hull classifier based on adaptive feature selection [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 32-37.
[6] SHEN Dongdong, ZHOU Fengyu, LI Mengyuan, WANG Shuqian, GUO Renhe. Indoor wireless positioning based on ensemble deep neural network [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 95-102.
[7] ZHANG Pu, LIU Chang, WANG Yong. Suggestion sentence classification model based on feature fusion and ensemble learning [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 47-54.
[8] WANG Guoxin, CHEN Fengdong, LIU Guodong. Feature extraction method of color pseudo-random coded structured light [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 55-60.
[9] HU Jianping, LI Xin, XIE Qi, LI Ling, ZHANG Daochang. An unconstrained optimization EMD approach in 2D based on Delaunay triangulation [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 9-15.
[10] LI Guangli, LIU Bin, ZHU Tao, YIN Yi, ZHANG Hongbin. Cross-media retrieval model based on choosing key canonical correlated vectors [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 38-46.
[11] WU Chenmou, FANG Zhijun, HWANG Jenqneng. Active driving behavior analysis algorithm based on monocular camera [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(5): 69-76.
[12] ZHANG Xianhong, ZHANG Chunrui. Image enhancement algorithm based on six dimensional feedforward neural network model [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(4): 10-19.
[13] JIANG Shanshan, YANG Jing, FAN Liya. An image feature extraction method based on PDEs [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(4): 27-36.
[14] DOU Tingting, YAO Yuanxi, CHEN Peng, LU Deng. Arc modeling and practical simulation application based on ATP-EMTP [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(4): 102-108.
[15] HUANG Jinchao. A new method for muti-objects image segmentation based on faster region proposal networks [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(4): 20-26.
Viewed
Full text


Abstract

Cited
  Shared   
  Discussed   
No Suggested Reading articles found!
Copyright 2018 © Editorial office of Journal of Shandong University (Engineering Science)
Supported by Beijing Magtech Co.Ltd