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Volumn , Issue , 2009, Pages

Harmony search-based cluster initialization for fuzzy C-means segmentation of MR images

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER CENTERS; CLUSTER INITIALIZATION; COMPUTATION TIME; FCM ALGORITHM; FUZZY C MEAN; FUZZY C-MEANS; HARMONY SEARCH; INITIAL CLUSTER CENTERS; INITIALIZATION PROBLEM; META-HEURISTIC SEARCH; MR IMAGES; MRI SEGMENTATION; NEW APPROACHES; SEARCH SPACES; STABLE CLUSTERING;

EID: 77951099912     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/TENCON.2009.5396049     Document Type: Conference Paper
Times cited : (25)

References (32)
  • 1
    • 84893405732 scopus 로고    scopus 로고
    • Data clustering: A review
    • A. K. Jain, M. N. Murty, and P. J. Flynn, "Data clustering: a review," ACM Comput. Surv., vol.31, no.3, pp. 264-323, 1999.
    • (1999) ACM Comput. Surv. , vol.31 , Issue.3 , pp. 264-323
    • Jain, A.K.1    Murty, M.N.2    Flynn, P.J.3
  • 3
    • 58549105556 scopus 로고    scopus 로고
    • Novel modified fuzzy c-means algorithm with applications
    • J. Kang, L. Min, Q. Luan, X. Li, and J. Liu, "Novel modified fuzzy c-means algorithm with applications," Digital Signal Processing, vol.19, no.2, pp. 309-319, 2009.
    • (2009) Digital Signal Processing , vol.19 , Issue.2 , pp. 309-319
    • Kang, J.1    Min, L.2    Luan, Q.3    Li, X.4    Liu, J.5
  • 4
    • 55649121609 scopus 로고    scopus 로고
    • A modified fcm algorithm for mri brain image segmentation using both local and nonlocal spatial constraints
    • J. Wang, J. Kong, Y. Lu, M. Qi, and B. Zhang, "A modified fcm algorithm for mri brain image segmentation using both local and nonlocal spatial constraints," Computerized Medical Imaging and Graphics, vol.32, no.8, pp. 685-698, 2008.
    • (2008) Computerized Medical Imaging and Graphics , vol.32 , Issue.8 , pp. 685-698
    • Wang, J.1    Kong, J.2    Lu, Y.3    Qi, M.4    Zhang, B.5
  • 6
    • 0022927455 scopus 로고
    • LOCAL CONVERGENCE of the FUZZY C-MEANS ALGORITHMS
    • DOI 10.1016/0031-3203(86)90047-6
    • R. J. Hathaway and J. C. Bezdek, "Local convergence of the fuzzy c-means algorithms," Pattern Recognition, vol.19, no.6, pp. 477-480, 1986. (Pubitemid 17512851)
    • (1986) Pattern Recognition , vol.19 , Issue.6 , pp. 477-480
    • Hathaway Richard, J.1    Bezdek James, C.2
  • 9
    • 0034974417 scopus 로고    scopus 로고
    • A new heuristic optimization algorithm: Harmony search
    • Z. W. Geem, J. H. Kim, and G. Loganathan, "A new heuristic optimization algorithm: harmony search." SIMULATION, vol.76, no.2, pp. 60-68, 2001. (Pubitemid 32543074)
    • (2001) Simulation , vol.76 , Issue.2 , pp. 60-68
    • Geem, Z.W.1    Kim, J.H.2    Loganathan, G.V.3
  • 10
    • 62549102999 scopus 로고    scopus 로고
    • Springer Berlin / Heidelberg, ch. Overview of Applications and Developments in the Harmony Search Algorithm
    • G. Ingram and T. Zhang, Music-Inspired Harmony Search Algorithm. Springer Berlin / Heidelberg, 2009, ch. Overview of Applications and Developments in the Harmony Search Algorithm, pp. 15-37.
    • (2009) Music-Inspired Harmony Search Algorithm , pp. 15-37
    • Ingram, G.1    Zhang, T.2
  • 11
    • 20444466485 scopus 로고    scopus 로고
    • A new meta-heuristic algorithm for continuous engineering optimization: Harmony search theory and practice
    • K. S. Lee and Z. W. Geem, "A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice," Computer Methods in Applied Mechanics and Engineering, vol.194, no.36-38, pp. 3902-3933, 2005.
    • (2005) Computer Methods in Applied Mechanics and Engineering , vol.194 , Issue.36-38 , pp. 3902-3933
    • Lee, K.S.1    Geem, Z.W.2
  • 12
    • 57849144858 scopus 로고
    • Optimization of clustering criteria by reformulation
    • R. J. Hathaway and J. C. Bezdek, "Optimization of clustering criteria by reformulation," IEEE Transactions on Fuzzy Systems,, vol.3, no.2, pp. 241-245, 1995.
    • (1995) IEEE Transactions on Fuzzy Systems , vol.3 , Issue.2 , pp. 241-245
    • Hathaway, R.J.1    Bezdek, J.C.2
  • 13
    • 27644556425 scopus 로고    scopus 로고
    • mcconnell brain imaging centre. montreal neurological institute, mcgill university
    • Brain web: Simulated brain database. mcconnell brain imaging centre. montreal neurological institute, mcgill university, http://www.bic.mni.mcgill. ca/brainweb.
    • Simulated Brain Database
  • 14
    • 0026359031 scopus 로고
    • A simulated annealing algorithm for the clustering problem
    • S. Z. Selim and K. Alsultan, "A simulated annealing algorithm for the clustering problem," Pattern Recognition, vol.24, no.10, pp. 1003-1008, 1991.
    • (1991) Pattern Recognition , vol.24 , Issue.10 , pp. 1003-1008
    • Selim, S.Z.1    Alsultan, K.2
  • 15
    • 0027658607 scopus 로고
    • A global algorithm for the fuzzy clustering problem
    • K. S. Al-Sultan and S. Z. Selim, "A global algorithm for the fuzzy clustering problem," Pattern Recognition, vol.26, no.9, pp. 1357-1361, 1993.
    • (1993) Pattern Recognition , vol.26 , Issue.9 , pp. 1357-1361
    • Al-Sultan, K.S.1    Selim, S.Z.2
  • 16
    • 0029478402 scopus 로고
    • A tabu search approach to the clustering problem
    • K. S. Al-Sultan, "A tabu search approach to the clustering problem," Pattern Recognition, vol.28, no.9, pp. 1443-1451, 1995.
    • (1995) Pattern Recognition , vol.28 , Issue.9 , pp. 1443-1451
    • Al-Sultan, K.S.1
  • 17
    • 0031353193 scopus 로고    scopus 로고
    • A tabu search-based algorithm for the fuzzy clustering problem
    • PII S0031320397000204
    • K. S. Al-Sultan and C. A. Fedjki, "A tabu search-based algorithm for the fuzzy clustering problem," Pattern Recognition, vol.30, no.12, pp. 2023-2030, 1997. (Pubitemid 127410235)
    • (1997) Pattern Recognition , vol.30 , Issue.12 , pp. 2023-2030
    • Al-Sultan, K.S.1    Fedjki, C.A.2
  • 21
    • 34548359352 scopus 로고    scopus 로고
    • Simultaneous determination of aquifer parameters and zone structures with fuzzy c-means clustering and meta-heuristic harmony search algorithm
    • M. T. Ayvaz, "Simultaneous determination of aquifer parameters and zone structures with fuzzy c-means clustering and meta-heuristic harmony search algorithm," Advances in Water Resources, vol.30, no.11, pp. 2326-2338, 2007.
    • (2007) Advances in Water Resources , vol.30 , Issue.11 , pp. 2326-2338
    • Ayvaz, M.T.1
  • 28
    • 27844531167 scopus 로고    scopus 로고
    • The harmony search heuristic algorithm for discrete structural optimization
    • DOI 10.1080/03052150500211895
    • K. Lee, Z. Geem, S. Lee, and K. Bae, "The harmony search heuristic algorithm for discrete structural optimization," Engineering Optimization, vol.37, no.7, pp. 663-684, 2005. (Pubitemid 41659247)
    • (2005) Engineering Optimization , vol.37 , Issue.7 , pp. 663-684
    • Lee, K.S.1    Geem, Z.W.2    Lee, S.-H.O.3    Bae, K.-W.4
  • 29
    • 75749119475 scopus 로고    scopus 로고
    • Springer Verlag, ch. Harmony Search as a Metaheuristic Algorithm
    • X.-S. Yang, Music-Inspired Harmony Search Algorithm. Springer Verlag, 2009, ch. Harmony Search as a Metaheuristic Algorithm, pp. 1-14.
    • (2009) Music-Inspired Harmony Search Algorithm , pp. 1-14
    • Yang, X.-S.1
  • 31
    • 0021583718 scopus 로고
    • Fcm: The fuzzy c-means clustering algorithm
    • J. C. Bezdek and R. Ehrlich, "Fcm: The fuzzy c-means clustering algorithm," Comp. Geosci., vol.10, no.2, pp. 191-203, 1984.
    • (1984) Comp. Geosci. , vol.10 , Issue.2 , pp. 191-203
    • Bezdek, J.C.1    Ehrlich, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.