메뉴 건너뛰기




Volumn 26, Issue 5, 2005, Pages 639-652

A novel fuzzy clustering algorithm based on a fuzzy scatter matrix with optimality tests

Author keywords

Between cluster variation; Fuzzy clustering algorithm; Fuzzy compactness and separation; Scatter matrix; Within cluster variation

Indexed keywords

FUZZY SETS; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; PARAMETER ESTIMATION; PATTERN RECOGNITION; STATISTICAL METHODS;

EID: 14644429109     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2004.09.016     Document Type: Article
Times cited : (85)

References (26)
  • 1
    • 0015644823 scopus 로고
    • Cluster validity with fuzzy sets
    • J.C. Bezdek Cluster validity with fuzzy sets J. Cybernet. 3 1974 58 73
    • (1974) J. Cybernet. , vol.3 , pp. 58-73
    • Bezdek, J.C.1
  • 4
    • 0030141444 scopus 로고    scopus 로고
    • Validating fuzzy partition obtained through c-shells clustering
    • R.N. Dave Validating fuzzy partition obtained through c-shells clustering Pattern Recognition Lett. 17 1996 613 623
    • (1996) Pattern Recognition Lett. , vol.17 , pp. 613-623
    • Dave, R.N.1
  • 8
    • 0003107273 scopus 로고
    • Application of fuzzy ISODATA algorithms to star tracker pointing systems
    • Helsinki, Filind
    • Gunderson, M., 1978. Application of fuzzy ISODATA algorithms to star tracker pointing systems. In: Proceedings of the 7th Triennial World IFCA Cong., Helsinki, Filind, pp. 1319-1323
    • (1978) Proceedings of the 7th Triennial World IFCA Cong. , pp. 1319-1323
    • Gunderson, M.1
  • 13
    • 0033722198 scopus 로고    scopus 로고
    • Clustering algorithms based on volume criteria
    • R. Krishnapuram, and J. Kim Clustering algorithms based on volume criteria IEEE Trans. Fuzzy Syst. 8 2000 228 236
    • (2000) IEEE Trans. Fuzzy Syst. , vol.8 , pp. 228-236
    • Krishnapuram, R.1    Kim, J.2
  • 14
    • 0035369608 scopus 로고    scopus 로고
    • Fuzzy algorithms for combined quantization and dithering
    • D. Özdemir, and L. Akarun Fuzzy algorithms for combined quantization and dithering IEEE Trans. Image Processing 10 6 2001 923 931
    • (2001) IEEE Trans. Image Processing , vol.10 , Issue.6 , pp. 923-931
    • Özdemir, D.1    Akarun, L.2
  • 15
    • 0036681018 scopus 로고    scopus 로고
    • A fuzzy algorithm for color quantization of images
    • D. Özdemir, and L. Akarun A fuzzy algorithm for color quantization of images Pattern Recognition 35 2002 1785 1791
    • (2002) Pattern Recognition , vol.35 , pp. 1785-1791
    • Özdemir, D.1    Akarun, L.2
  • 16
    • 0029360028 scopus 로고
    • On cluster validity for fuzzy c-means model
    • N.R. Pal, and J.C. Bezdek On cluster validity for fuzzy c-means model IEEE Trans. Fuzzy Syst. 1995 370 379
    • (1995) IEEE Trans. Fuzzy Syst. , pp. 370-379
    • Pal, N.R.1    Bezdek, J.C.2
  • 18
    • 0027544110 scopus 로고
    • A fuzzy-logic-based approach to qualitative modeling
    • M. Sugeno, and T. Yasukawa A fuzzy-logic-based approach to qualitative modeling IEEE Trans. Fuzzy Syst. 1 1993 7 31
    • (1993) IEEE Trans. Fuzzy Syst. , vol.1 , pp. 7-31
    • Sugeno, M.1    Yasukawa, T.2
  • 19
    • 0036779072 scopus 로고    scopus 로고
    • Alternative c-means clustering algorithm
    • K.L. Wu, and M.S. Yang Alternative c-means clustering algorithm Pattern Recognition 35 2002 2267 2278
    • (2002) Pattern Recognition , vol.35 , pp. 2267-2278
    • Wu, K.L.1    Yang, M.S.2
  • 21
    • 0002376884 scopus 로고
    • A survey of fuzzy clustering
    • M.S. Yang A survey of fuzzy clustering Mathl Comput. Model. 18 1993 1 16
    • (1993) Mathl Comput. Model. , vol.18 , pp. 1-16
    • Yang, M.S.1
  • 22
    • 0036107314 scopus 로고    scopus 로고
    • Segmentation techniques for tissue differentiation in MRI of Ophthalmology using fuzzy clustering algorithms
    • M.S. Yang, Y.J. Hu, K.C.R. Lin, and C.C.L. Lin Segmentation techniques for tissue differentiation in MRI of Ophthalmology using fuzzy clustering algorithms Magn. Reson. Imaging 20 2002 173 179
    • (2002) Magn. Reson. Imaging , vol.20 , pp. 173-179
    • Yang, M.S.1    Hu, Y.J.2    Lin, K.C.R.3    Lin, C.C.L.4
  • 25
  • 26
    • 0033167147 scopus 로고    scopus 로고
    • A new cluster-validity for fuzzy clustering
    • N. Zahid, M. Limouri, and A. Essaid A new cluster-validity for fuzzy clustering Pattern Recognition 32 1999 1089 1097
    • (1999) Pattern Recognition , vol.32 , pp. 1089-1097
    • Zahid, N.1    Limouri, M.2    Essaid, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.