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Volumn 122, Issue 3, 2001, Pages 363-399

Fuzzy clustering and switching regression models using ambiguity and distance rejects

Author keywords

Ambiguity reject; Error reject; Fuzzy clustering; Fuzzy sets; Pattern recognition; Switching regression models

Indexed keywords


EID: 0035899796     PISSN: 01650114     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0165-0114(00)00052-X     Document Type: Article
Times cited : (21)

References (41)
  • 1
    • 85120111554 scopus 로고
    • M.R. Andenberg Cluster Analysis for Applications 1973 Academic Press New York
    • (1973)
    • Andenberg, M.R.1
  • 2
    • 85120120731 scopus 로고    scopus 로고
    • P. Arabie, L.J. Hubert, G. De Soete (Eds.), Clustering and Classification, World Scientific Publ., River Edge, NJ, 1996.
  • 3
    • 85120101144 scopus 로고    scopus 로고
    • J.C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms, Plenum, New York, 1981 and 1987.
  • 4
    • 0000159475 scopus 로고
    • Detection and characterization of cluster substructure. i.linear structure: fuzzy c-lines
    • J.C. Bezdek C. Coray R. Gunderson J. Watson Detection and characterization of cluster substructure. i.linear structure fuzzy c-lines SIAM J. Appl. Math. 40 2 1981 339 357
    • (1981) SIAM J. Appl. Math. , vol.40 , Issue.2 , pp. 339-357
    • Bezdek, J.C.1    Coray, C.2    Gunderson, R.3    Watson, J.4
  • 5
    • 85120101966 scopus 로고    scopus 로고
    • J.C. Bezdek, R.J. Hathaway, M.J. Sabin, W.T. Tucker, Convergence theory for fuzzy c -means: counter examples and repairs, 17 (5) (1987) 873–877.
  • 6
  • 7
    • 85120143392 scopus 로고    scopus 로고
    • I. Bloch Fuzzy spatial relationships: a few tools for model-based pattern recognition in aerial images, Image and Signal Processing for Remote Sensing III, SPIE vol. 2955 1996 Taormina Italie 141 150
    • (1996) , pp. 141-150
    • Bloch, I.1
  • 8
    • 85120144226 scopus 로고    scopus 로고
    • B. Bouchon-Meunier, La logique floue, Que sais-je, vol. 2702, Presses Universitaires de France, Paris, France, January 1993.
  • 9
    • 0019728260 scopus 로고
    • A subgraph isomorphism algorithm using resolution
    • J.K. Cheng T.S. Huang A subgraph isomorphism algorithm using resolution Pattern Recognition 13 5 1981 371 379
    • (1981) Pattern Recognition , vol.13 , Issue.5 , pp. 371-379
    • Cheng, J.K.1    Huang, T.S.2
  • 10
    • 0014710323 scopus 로고
    • On optimum recognition error and reject tradeoff
    • C.K. Chow On optimum recognition error and reject tradeoff IEEE Trans. Inform. Theory 16 1990 41 46
    • (1990) IEEE Trans. Inform. Theory , vol.16 , pp. 41-46
    • Chow, C.K.1
  • 11
    • 85120141699 scopus 로고    scopus 로고
    • C.K. Chow, Recognition error and reject trade-off, Proc. 3rd Ann. Symp. Document Analysis and Information Retrieval, vol. 13, Univ. of Nevada, Las Vegas, USA, April 1994, pp. 1–8.
  • 12
    • 0000586827 scopus 로고
    • Characterization and detection of noise in clustering
    • R. Dave Characterization and detection of noise in clustering Pattern Recognition Lett. 12 1991 657 664
    • (1991) Pattern Recognition Lett. , vol.12 , pp. 657-664
    • Dave, R.1
  • 13
    • 85120102859 scopus 로고    scopus 로고
    • R. Dave, Robust fuzzy clustering algorithms, IEEE Internat. Conf. Fuzzy Systems, San Francisco, vol. 2, 1993, pp. 1281–1286.
  • 14
    • 85120135408 scopus 로고    scopus 로고
    • R.N. Dave, Use of the adaptative fuzzy clustering algorithm to detect lines in digital images, Intelligent Robots and Computer Vision III: Algorithms and Techniques, SPIE, vol. 1192, 1989.
  • 15
    • 0026897712 scopus 로고
    • Generalized fuzzy c-shells clustering and detection of circular and elliptical boundaries
    • R.N. Dave Generalized fuzzy c-shells clustering and detection of circular and elliptical boundaries Pattern Recognition 25 1992 713 721
    • (1992) Pattern Recognition , vol.25 , pp. 713-721
    • Dave, R.N.1
  • 17
    • 85120119616 scopus 로고    scopus 로고
    • C. Demko, P. Loonis, M. Michel, Les c+1-moyennes floues: introduction du rejet en classification, Actes des sixièmes rencontres de la société francophone de classification, Montpellier, France, September 1998, vol 2, pp. 123–130.
  • 18
    • 85120146310 scopus 로고    scopus 로고
    • C. Demko Les c+1 moyennes floues: élimination du bruit en classification 1998 Rennes France 165 171
    • (1998) , pp. 165-171
    • Demko, C.1
  • 19
    • 85120113188 scopus 로고    scopus 로고
    • B. Dubuisson, Decision with reject option, European Signal Processing Conf., Barcelone, Spain, 1985, vol. 1, pp. 875–880.
  • 20
    • 0027242497 scopus 로고
    • A statistical decision rule with incomplete knowledge about classes
    • B. Dubuisson M.H. Masson A statistical decision rule with incomplete knowledge about classes Pattern Recognition 26 1993 155 165
    • (1993) Pattern Recognition , vol.26 , pp. 155-165
    • Dubuisson, B.1    Masson, M.H.2
  • 21
    • 0001474381 scopus 로고
    • The statistical utilisation of multiple measurements
    • R.A. Fisher The statistical utilisation of multiple measurements Ann. Eugen. 8 1938
    • (1938) Ann. Eugen. , vol.8
    • Fisher, R.A.1
  • 22
    • 85120135087 scopus 로고    scopus 로고
    • D.E. Gustafson, W.C. Kessel, Fuzzy clustering with a fuzzy covariance matrix, Proc. IEEE CDC, San Diego, CA, January 10–12 1979, pp. 761–766.
  • 24
    • 0027647031 scopus 로고
    • Switching regression models and fuzzy clustering
    • R.J. Hathaway J.C. Bezdek Switching regression models and fuzzy clustering IEEE Trans. Fuzzy Systems 1 3 1993 195 203
    • (1993) IEEE Trans. Fuzzy Systems , vol.1 , Issue.3 , pp. 195-203
    • Hathaway, R.J.1    Bezdek, J.C.2
  • 25
    • 85120105983 scopus 로고    scopus 로고
    • T.L. Huntsberger, C.L. Jacobs, R.L. Cannon, Iterative fuzzy image segmentation, 18 (2) (1985) 131–138.
  • 26
    • 85120111389 scopus 로고    scopus 로고
    • N.B. Karayiannis, Generalized fuzzy k-means algorithms and their application in image compression, SPIE Proc.: Applications of Fuzzy Logic Technology II, vol. 2493, Orlando, Florida, April 1995, pp. 206–217.
  • 27
    • 85120125640 scopus 로고    scopus 로고
    • N.B. Karayiannis, M. Ravuri, in: C.H. Dagli et al., (Eds.), An Integrated Approach to Fuzzy Learning Vector Quantization and Fuzzy c-Means Clustering, vol. 4, ASME Press, New York, USA, 1997,, pp. 247–252.
  • 28
    • 0027595430 scopus 로고
    • A possibilistic approach to clustering
    • R. Krishnapuram A possibilistic approach to clustering IEEE Trans. Fuzzy Systems 1 2 1993 98 110
    • (1993) IEEE Trans. Fuzzy Systems , vol.1 , Issue.2 , pp. 98-110
    • Krishnapuram, R.1
  • 29
    • 0025629256 scopus 로고
    • On the color image segmentation algorithm based on the thresholding and the fuzzy c-means techniques
    • Y.W. Lim S.U. Lee On the color image segmentation algorithm based on the thresholding and the fuzzy c-means techniques Pattern Recognition 23 9 1990 935 952
    • (1990) Pattern Recognition , vol.23 , Issue.9 , pp. 935-952
    • Lim, Y.W.1    Lee, S.U.2
  • 30
    • 85120108434 scopus 로고
    • J. MacQueen Some methods of classification and analysis of multivariate observations Proc. 5th Berkeley Symp. on Math., Stat., and Prob. 1967 University of California Press Berkeley, CA
    • (1967)
    • MacQueen, J.1
  • 31
    • 0033735084 scopus 로고    scopus 로고
    • The fuzzy c+2-means: solving the ambiguity reject in clustering
    • M. Menard C. Demko P. Loonis The fuzzy c+2-means solving the ambiguity reject in clustering Pattern Recognition 33 7 2000 1219 1237
    • (2000) Pattern Recognition , vol.33 , Issue.7 , pp. 1219-1237
    • Menard, M.1    Demko, C.2    Loonis, P.3
  • 32
    • 85120128753 scopus 로고    scopus 로고
    • N.R. Pal, K. Pal, J.C. Bezdek, A mixed c-means clustering model, Proc. 6th IEEE Internat. Conf. on Fuzzy Systems, Barcelona, July 1997, pp. 11–21.
  • 33
    • 0026117645 scopus 로고
    • Fuzzy tools in the management of uncertainty in pattern recognition, image analysis, vision and expert systems
    • S.K. Pal Fuzzy tools in the management of uncertainty in pattern recognition, image analysis, vision and expert systems Internat. J. Systems Sci. 22 1991 511 549
    • (1991) Internat. J. Systems Sci. , vol.22 , pp. 511-549
    • Pal, S.K.1
  • 34
    • 0000136509 scopus 로고
    • Fuzzy sets and decision making approaches in vowel and speaker recognition
    • S.K. Pal D.D. Majumber Fuzzy sets and decision making approaches in vowel and speaker recognition IEEE Trans. Systems Man Cybernet. 7 1977 625 629
    • (1977) IEEE Trans. Systems Man Cybernet. , vol.7 , pp. 625-629
    • Pal, S.K.1    Majumber, D.D.2
  • 35
    • 85120140883 scopus 로고    scopus 로고
    • T. Pavlidis, A critical survey of image analysis methods, ICPR, 1986, pp. 502–511.
  • 36
    • 0003397496 scopus 로고
    • Rough Sets Theorical Aspects of Reasoning about Data
    • Z. Pawlack Rough Sets Theorical Aspects of Reasoning about Data 1991 Kluwer Academic Publishers Dordrecht
    • (1991)
    • Pawlack, Z.1
  • 37
    • 0014534297 scopus 로고
    • A new approach to clustering
    • E. Ruspini A new approach to clustering Inform. and Control 15 1969 22 32
    • (1969) Inform. and Control , vol.15 , pp. 22-32
    • Ruspini, E.1
  • 40
    • 0002376884 scopus 로고
    • A survey of fuzzy clustering
    • M.-S. Yang A survey of fuzzy clustering Mathl. Comput. Modelling 18 11 1993 1 16
    • (1993) Mathl. Comput. Modelling , vol.18 , Issue.11 , pp. 1-16
    • Yang, M.-S.1
  • 41
    • 85120123423 scopus 로고
    • H.-J. Zimmermann Fuzzy Set Theory and its Application 1992 Kluwer Academic Publishers Dordrecht
    • (1992)
    • Zimmermann, H.-J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.