A novel intuitionistic fuzzy C means clustering algorithm and its application to medical images

Applied Soft Computing Journal

Volumn 11, Issue 2, 2011, Pages 1711-1717

  Chaira, Tamalika ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

Author keywords

Fuzzy clustering; Hesitation degree; Intuitionistic fuzzy entropy; Intuitionistic fuzzy generator; Intuitionistic fuzzy set

Indexed keywords

BRAIN IMAGES; CLUSTER CENTERS; CLUSTERING METHODS; CT SCAN; FUZZY ALGORITHMS; FUZZY C-MEANS ALGORITHMS; FUZZY C-MEANS CLUSTERING ALGORITHMS; HESITATION DEGREE; INTUITIONISTIC FUZZY; INTUITIONISTIC FUZZY SETS; MEDICAL IMAGES; OBJECTIVE FUNCTIONS; TYPE II; UNCERTAINTY PARAMETERS;

COMPUTERIZED TOMOGRAPHY; ENTROPY; FUZZY CLUSTERING; FUZZY LOGIC; FUZZY SET THEORY; FUZZY SETS; FUZZY SYSTEMS; INTRUSION DETECTION; MEDICAL IMAGING; MEMBERSHIP FUNCTIONS;

CLUSTERING ALGORITHMS;

EID: 78751609151     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2010.05.005     Document Type: Conference Paper

References (20)

1. K.T. Atanassov's, Intuitionistic fuzzy sets, VII ITKR's Session, Sofia, 983 (Deposed in Central Science - Technology Library of Bulgaria Academy of Science - 1697/84).
2. K.T. Atanassov Intuitionistic Fuzzy Sets Theory and Applications Series in Fuzziness and Soft Computing 1999 Phisica-Verlag
3. K.T. Atanassov, Intuitionistic Fuzzy Sets Past, Present and Future, www.eusflat.org/publications/proceedings/.2003/./4Atanassov.pdf.
4. J.C. Bezdek, L.O. Hall, and L.P. Clark Review of MR segmentation technique in pattern recognition Medical Physics 10 20 1993 33 48
5. P. Burillo, and H. Bustince Entropy on intuitionistic fuzzy set and on interval-valued fuzzy set Fuzzy Sets and Systems 78 1996 305 316 (Pubitemid 126667377)
6. H. Bustince t Intuitionistic fuzzy generators: application to intuitionistic fuzzy complementation" Fuzzy Sets and Systems 114 2000 485 504
7. T. Chaira, A.K. Ray, and O. Salvetti Intuitionistic fuzzy c means clustering in medical image segmentation Proc. of ICAPR, ISI Calcutta India 2007
8. N. Ferahta New fuzzy clustering algorithm applied to RMN segmentation IEEE Transactions on Engineering, Computing, and Technology V12 2006 9 13
9. N.S. Iyer, A. Kandel, and M. Schnieder Feature based fuzzy classification for interpretation of mammogram Fuzzy Sets and Systems 114 2000 271 280
10. A. Kaufmann Introduction to the Theory of Fuzzy Subsets: Fundamental Theoretical Elements-1 1980 Academic Press New York
11. V. Khatibi, and G.A. Montazer Intuitionistic fuzzy set vs. fuzzy set application in medical pattern recognition" Artificial Intelligence in Medicine 47 1 2009 43 52
12. N.R. Pal, and S.K. Pal Entropy: a new definition and its application IEEE Transactions on Systems, Man, and Cybernetics 21 1991 1260 1270
13. F.C.H. Rhee, and C. Hwang A Type-2 fuzzy c means clustering algorithm Proc. in Joint 9th IFSA World Congress and 20th NAFIPS International Conference 4 2001 1926 1929
14. E. Szmidt, and J. Kacpryzk Entropy of an intuitionistic fuzzy set Fuzzy Sets and Systems 118 2001 467 477
15. Z. Xu, J. Chen, and J. Wu Clustering algorithm for intuitionistic fuzzy sets" Information Sciences 178 19 2008 775 3790
16. W.A. Yasnoff Error measures for scene segmentation Pattern Recognition 9 1977 217 231
17. R.R. Yager On the measures of fuzziness and negation part II lattices Information and Control 44 1980 236 260
18. R.R. Yager Some aspects of intuitionistic fuzzy sets Fuzzy Optimization and Decision making 8 1 2009 67 90
19. L.A. Zadeh Fuzzy sets and systems Proc of Symposium on systems theory 1965 Polytechnic Institute of Brooklyn NY, USA
20. H.M. Zhang, and Z.S.Q. Chen On clustering approach to intuitionistic fuzzy sets Control and Decision 22 2007 882 888