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Volumn 10, Issue 6, 2002, Pages 713-727

Robust fuzzy clustering of relational data

Author keywords

Fuzzy clustering; Noise clustering; Relational data classification; Robust clustering

Indexed keywords

ALGORITHMS; COSTS; LAGRANGE MULTIPLIERS; OPERATIONS RESEARCH; OPTIMIZATION;

EID: 0036904021     PISSN: 10636706     EISSN: None     Source Type: Journal    
DOI: 10.1109/TFUZZ.2002.805899     Document Type: Article
Times cited : (141)

References (26)
  • 2
    • 0026358283 scopus 로고
    • Numerical comparison of the RFCM and AP algorithms for clustering relational data
    • J.C. Bezdek, R.J. Hathaway, and M.P. Windham, "Numerical comparison of the RFCM and AP algorithms for clustering relational data," Pattern Recog., vol. 24, no. 8, pp. 783-791, 1991.
    • (1991) Pattern Recog. , vol.24 , Issue.8 , pp. 783-791
    • Bezdek, J.C.1    Hathaway, R.J.2    Windham, M.P.3
  • 4
    • 84972811713 scopus 로고
    • Fuzzy-shell clustering and applications to circle detection in digital images
    • R.N. Davé, "Fuzzy-shell clustering and applications to circle detection in digital images," Int. J. Gen. Syst., vol. 16, pp. 343-355, 1990.
    • (1990) Int. J. Gen. Syst. , vol.16 , pp. 343-355
    • Davé, R.N.1
  • 5
    • 0000586827 scopus 로고
    • Characterization and detection of noise in clustering
    • _, "Characterization and detection of noise in clustering," Pattern Recog. Lett., vol. 12, pp. 657-664, 1991.
    • (1991) Pattern Recog. Lett. , vol.12 , pp. 657-664
  • 7
    • 0031139176 scopus 로고    scopus 로고
    • Robust clustering methods: A unified view
    • May
    • _, "Robust clustering methods: A unified view," IEEE Trans. Fuzzy Syst., vol. 5, pp. 270-293, May 1997.
    • (1997) IEEE Trans. Fuzzy Syst. , vol.5 , pp. 270-293
  • 8
    • 0012075786 scopus 로고    scopus 로고
    • On generalizing the noise clustering algorithm
    • Prague, Czech Republic, June
    • R.N. Davé and S. Sen, "On generalizing the noise clustering algorithm," in Proc. 7th Int. Fuzzy Systems Association World Congr., Prague, Czech Republic, June 1997, pp. 205-210.
    • (1997) Proc. 7th Int. Fuzzy Systems Association World Congr. , pp. 205-210
    • Davé, R.N.1    Sen, S.2
  • 9
    • 0344006411 scopus 로고    scopus 로고
    • Generalized noise clustering as a robust fuzzy c-M-estimators model
    • Pensacola Beach, FL
    • _, "Generalized noise clustering as a robust fuzzy c-M-estimators model," in NAFIPS'98, Pensacola Beach, FL, 1998.
    • (1998) NAFIPS'98
  • 10
    • 0026831106 scopus 로고
    • Symbolic clustering using a new similarity measure
    • Mar.
    • K.C. Gowda and E. Diday, "Symbolic clustering using a new similarity measure," IEEE Trans. Syst., Man., Cybern., vol. 22, pp. 368-378, Mar. 1992.
    • (1992) IEEE Trans. Syst., Man., Cybern. , vol.22 , pp. 368-378
    • Gowda, K.C.1    Diday, E.2
  • 12
    • 0028667335 scopus 로고
    • NERF c-means: Non-Euclidean relational fuzzy clustering
    • R.J. Hathaway and J.C. Bezdek, "NERF c-means: Non-Euclidean relational fuzzy clustering," Pattern Recog., vol. 27, pp. 429-437, 1994.
    • (1994) Pattern Recog. , vol.27 , pp. 429-437
    • Hathaway, R.J.1    Bezdek, J.C.2
  • 13
  • 14
    • 0024475955 scopus 로고
    • Relation duals of the c-means clustering algorithms
    • R.J. Hathaway, J.W. Devenport, and J.C. Bezdek, "Relation duals of the c-means clustering algorithms," Pattern Recog., vol. 22, pp. 205-212, 1988.
    • (1988) Pattern Recog. , vol.22 , pp. 205-212
    • Hathaway, R.J.1    Devenport, J.W.2    Bezdek, J.C.3
  • 15
    • 0003157339 scopus 로고
    • Robust estimation of a location parameter
    • P. Huber, "Robust estimation of a location parameter," Ann. Math. Stat. A, no. 6, pp. 789-794, 1964.
    • (1964) Ann. Math. Stat. A , Issue.6 , pp. 789-794
    • Huber, P.1
  • 16
    • 0004262735 scopus 로고
    • New York: Wiley
    • _, Robust Statistics. New York: Wiley, 1981.
    • (1981) Robust Statistics
  • 18
    • 0000062485 scopus 로고
    • Cluster analysis: An application of Lagrangian relaxation
    • J. Mulvey and H. Cowder, "Cluster analysis: An application of Lagrangian relaxation," Manage. Sci., vol. 25, pp. 329-340, 1979.
    • (1979) Manage. Sci. , vol.25 , pp. 329-340
    • Mulvey, J.1    Cowder, H.2
  • 19
    • 84950648422 scopus 로고
    • Cluster analysis and mathematical programming
    • M.R. Rao, "Cluster analysis and mathematical programming," J. Amer. Stat. Assoc., vol. 66, pp. 622-626, 1971.
    • (1971) J. Amer. Stat. Assoc. , vol.66 , pp. 622-626
    • Rao, M.R.1
  • 20
    • 0001167440 scopus 로고
    • Pattern classification problems and fuzzy sets
    • M. Roubens, "Pattern classification problems and fuzzy sets," Fuzzy Sets Syst., vol. 1, pp. 239-253, 1978.
    • (1978) Fuzzy Sets Syst. , vol.1 , pp. 239-253
    • Roubens, M.1
  • 22
    • 0014810305 scopus 로고
    • Numerical methods for fuzzy clustering
    • E. Ruspini, "Numerical methods for fuzzy clustering," Inform. Sci., vol. 2, pp. 319-350, 1970.
    • (1970) Inform. Sci. , vol.2 , pp. 319-350
    • Ruspini, E.1
  • 23
    • 0031644831 scopus 로고    scopus 로고
    • Clustering of relational data containing noise and outliers
    • Anchorage, AK, May
    • S. Sen and R.N. Davé "Clustering of relational data containing noise and outliers," presented at the IEEE Conf. Fuzzy Systems, Anchorage, AK, May 1998.
    • (1998) IEEE Conf. Fuzzy Systems
    • Sen, S.1    Davé, R.N.2
  • 24
    • 0023602312 scopus 로고
    • Counterexamples to the convergence theorem for the fuzzy c-means clustering algorithms
    • J. Bezdek, Ed. Boca Raton, FL: CRC Press
    • W.T. Tucker, "Counterexamples to the convergence theorem for the fuzzy c-means clustering algorithms," in Analysis of Fuzzy Information, J. Bezdek, Ed. Boca Raton, FL: CRC Press, 1987, vol. III, pp. 109-121.
    • (1987) Analysis of Fuzzy Information , vol.3 , pp. 109-121
    • Tucker, W.T.1
  • 25
    • 0000217783 scopus 로고
    • Integer programming and theory of grouping
    • H. Vinod, "Integer programming and theory of grouping," J. Amer Stat. Assoc., vol. 64, pp. 506-517, 1969.
    • (1969) J. Amer Stat. Assoc. , vol.64 , pp. 506-517
    • Vinod, H.1
  • 26
    • 0000881417 scopus 로고
    • Numerical classification of proximity data with assignment measures
    • M.P. Windham, "Numerical classification of proximity data with assignment measures," J. Classification, vol. 2, pp. 157-172, 1985.
    • (1985) J. Classification , vol.2 , pp. 157-172
    • Windham, M.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.