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Volumn 73, Issue 7-9, 2010, Pages 1109-1116

Median fuzzy c-means for clustering dissimilarity data

Author keywords

Fuzzy clustering; Median clustering

Indexed keywords

C-MEANS ALGORITHMS; FUZZY C MEAN; PROTOTYPE-BASED CLUSTERING; REAL WORLD DATA;

EID: 77649237600     PISSN: 09252312     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neucom.2009.11.020     Document Type: Article
Times cited : (31)

References (55)
  • 2
    • 61849124176 scopus 로고    scopus 로고
    • Patch clustering for massive data sets
    • Alex N., Hasenfuss A., and Hammer B. Patch clustering for massive data sets. Neurocomputing 72 7-9 (2009) 1455-1469
    • (2009) Neurocomputing , vol.72 , Issue.7-9 , pp. 1455-1469
    • Alex, N.1    Hasenfuss, A.2    Hammer, B.3
  • 3
    • 53849114667 scopus 로고    scopus 로고
    • Vom Chaos zur Einsicht-Die Charakterisierung der Dynamik therapeutischer Veränderungsprozesse mittels textanalytischer Untersuchung von Verbatimprotokollen
    • Bergmann B., Villmann T., and Gumz A. Vom Chaos zur Einsicht-Die Charakterisierung der Dynamik therapeutischer Veränderungsprozesse mittels textanalytischer Untersuchung von Verbatimprotokollen. Psychotherapie, Psychosomatik und Medizinische Psychologie 58 (2008) 379-386
    • (2008) Psychotherapie, Psychosomatik und Medizinische Psychologie , vol.58 , pp. 379-386
    • Bergmann, B.1    Villmann, T.2    Gumz, A.3
  • 9
    • 0003243951 scopus 로고
    • Weighted chi square: an extension of the kappa method
    • Cohen J. Weighted chi square: an extension of the kappa method. Educational and Psychological Measurement 32 (1972) 61-74
    • (1972) Educational and Psychological Measurement , vol.32 , pp. 61-74
    • Cohen, J.1
  • 12
    • 9144249823 scopus 로고    scopus 로고
    • SOM-based algorithms for qualitative variables
    • Cottrell M., Ibbou S., and Letrémy P. SOM-based algorithms for qualitative variables. Neural Networks 17 (2004) 1149-1168
    • (2004) Neural Networks , vol.17 , pp. 1149-1168
    • Cottrell, M.1    Ibbou, S.2    Letrémy, P.3
  • 13
    • 84972811713 scopus 로고
    • Fuzzy shell-clustering and application to circle detection in digital images
    • Dav R. Fuzzy shell-clustering and application to circle detection in digital images. International Journal of General Systems 16 (1990) 343-355
    • (1990) International Journal of General Systems , vol.16 , pp. 343-355
    • Dav, R.1
  • 17
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn J. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. Journal of Cybernetics 3 (1973) 32-57
    • (1973) Journal of Cybernetics , vol.3 , pp. 32-57
    • Dunn, J.1
  • 19
    • 33847172327 scopus 로고    scopus 로고
    • Clustering by message passing between data points
    • Frey B., and Dueck D. Clustering by message passing between data points. Science 315 (2007) 972-976
    • (2007) Science , vol.315 , pp. 972-976
    • Frey, B.1    Dueck, D.2
  • 22
    • 69049111045 scopus 로고    scopus 로고
    • Fuzzy variant of affinity propagation in comparison to median fuzzy c-means
    • J. Principe (Ed, Advances in Self-Organizing Maps-Proceeding of the Workshop on Self-Oranizing Maps WSOM, Springer
    • T. Geweniger, D. Zühlke, B. Hammer, T. Villmann, Fuzzy variant of affinity propagation in comparison to median fuzzy c-means, in: J. Principe (Ed.), Advances in Self-Organizing Maps-Proceeding of the Workshop on Self-Oranizing Maps (WSOM), Lecture Notes in Computer Science, vol. 5629, Springer, 2009, pp. 72-79.
    • (2009) Lecture Notes in Computer Science , vol.5629 , pp. 72-79
    • Geweniger, T.1    Zühlke, D.2    Hammer, B.3    Villmann, T.4
  • 24
    • 0001106553 scopus 로고    scopus 로고
    • How many clusters? An investigation of five procedures for detecting nested cluster structures
    • C. Hayashi et al, Eds, Springer, Tokyo, New York, Berlin
    • A.D. Gordon, How many clusters? An investigation of five procedures for detecting nested cluster structures, in: C. Hayashi et al. (Eds.), Data Science, Classification and Related Methods, Springer, Tokyo, New York, Berlin, 1998, pp. 109-116.
    • (1998) Data Science, Classification and Related Methods , pp. 109-116
    • Gordon, A.D.1
  • 26
    • 0000442369 scopus 로고
    • Fuzzy clustering with a fuzzy covariance matrix
    • IEEE Society, San Diego, California
    • Gustafson E., and Kessel W. Fuzzy clustering with a fuzzy covariance matrix. IEEE CDC (1979), IEEE Society, San Diego, California 761-766
    • (1979) IEEE CDC , pp. 761-766
    • Gustafson, E.1    Kessel, W.2
  • 27
    • 77649238539 scopus 로고    scopus 로고
    • Supervised median clustering
    • IfI-06-09, TU Clausthal, Department of Informatics, Clausthal-Zellerfeld, Germany
    • B. Hammer, A. Hasenfuss, F.-M. Schleif, T. Villmann, Supervised median clustering, IfI Technical Report Series IfI-06-09, TU Clausthal, Department of Informatics, Clausthal-Zellerfeld, Germany, 2009.
    • (2009) IfI Technical Report Series
    • Hammer, B.1    Hasenfuss, A.2    Schleif, F.-M.3    Villmann, T.4
  • 28
    • 38149083538 scopus 로고    scopus 로고
    • Relational neural gas
    • J. Hertzberg, M. Beetz, R. Englert Eds, KI 2007: Advances in Artificial Intelligence, Berlin Heidelberg, Springer, pp
    • B. Hammer, A. Hasenfuss, Relational neural gas, in J. Hertzberg, M. Beetz, R. Englert (Eds.), KI 2007: Advances in Artificial Intelligence, Lecture Notes in Artificial Intelligence, vol. 4667, Berlin Heidelberg, 2007. Springer, pp. 190-204.
    • (2007) Lecture Notes in Artificial Intelligence , vol.4667 , pp. 190-204
    • Hammer, B.1    Hasenfuss, A.2
  • 30
    • 0028667335 scopus 로고
    • NERF c-means: non-Euclidean relational fuzzy clustering
    • Hathaway R., and Bezdek J. NERF c-means: non-Euclidean relational fuzzy clustering. Pattern Recognition 27 3 (1994) 429-437
    • (1994) Pattern Recognition , vol.27 , Issue.3 , pp. 429-437
    • Hathaway, R.1    Bezdek, J.2
  • 31
    • 0024475955 scopus 로고
    • Relational duals of the c-means clustering algorithms
    • Hathaway R., Davenport J., and Bezdek J. Relational duals of the c-means clustering algorithms. Pattern Recognition 22 3 (1989) 205-212
    • (1989) Pattern Recognition , vol.22 , Issue.3 , pp. 205-212
    • Hathaway, R.1    Davenport, J.2    Bezdek, J.3
  • 34
    • 0003209045 scopus 로고
    • Self-organizing maps
    • Springer, Berlin, Heidelberg, Second extended edition
    • T. Kohonen, Self-organizing maps, in: Springer Series in Information Sciences, vol. 30, Springer, Berlin, Heidelberg, 1995 (Second extended edition, 1997).
    • (1995) Springer Series in Information Sciences , vol.30
    • Kohonen, T.1
  • 35
    • 0036790769 scopus 로고    scopus 로고
    • How to make large self-organizing maps for nonvectorial data
    • Kohonen T., and Somervuo P. How to make large self-organizing maps for nonvectorial data. Neural Networks 15 8-9 (2002) 945-952
    • (2002) Neural Networks , vol.15 , Issue.8-9 , pp. 945-952
    • Kohonen, T.1    Somervuo, P.2
  • 37
    • 34548583274 scopus 로고    scopus 로고
    • A tutorial on spectral clustering
    • Luxburg U.V. A tutorial on spectral clustering. Statistics and Computing 17 4 (2007) 395-416
    • (2007) Statistics and Computing , vol.17 , Issue.4 , pp. 395-416
    • Luxburg, U.V.1
  • 38
    • 0027632248 scopus 로고
    • 'Neural-gas' network for vector quantization and its application to time-series prediction
    • Martinetz T.M., Berkovich S.G., and Schulten K.J. 'Neural-gas' network for vector quantization and its application to time-series prediction. IEEE Transactions on Neural Networks 4 4 (1993) 558-569
    • (1993) IEEE Transactions on Neural Networks , vol.4 , Issue.4 , pp. 558-569
    • Martinetz, T.M.1    Berkovich, S.G.2    Schulten, K.J.3
  • 39
    • 36749023291 scopus 로고    scopus 로고
    • ECM: an evidential version of the fuzzy c-means algorithm
    • Masson M.-H., and Denoeux T. ECM: an evidential version of the fuzzy c-means algorithm. Pattern Recognition 41 4 (2008) 1384-1397
    • (2008) Pattern Recognition , vol.41 , Issue.4 , pp. 1384-1397
    • Masson, M.-H.1    Denoeux, T.2
  • 40
    • 0030470426 scopus 로고    scopus 로고
    • Emotion abstraction patterns in verbatim protocols: a new way of describing psychotherapeutic processes
    • Mergenthaler E. Emotion abstraction patterns in verbatim protocols: a new way of describing psychotherapeutic processes. Journal Consult Clinical Psychology 46 (1996) 1306-1318
    • (1996) Journal Consult Clinical Psychology , vol.46 , pp. 1306-1318
    • Mergenthaler, E.1
  • 42
    • 0011878471 scopus 로고
    • Unsupervised learning for feature extraction
    • J.M. Zurada, R.J.Marks II, C.J. Robinson Eds, IEEE Press, New York
    • E. Oja, J. Lampinen, Unsupervised learning for feature extraction, in: J.M. Zurada, R.J.Marks II, C.J. Robinson (Eds.), Computational Intelligence Imitating Life, IEEE Press, New York, 1994, pp. 13-22.
    • (1994) Computational Intelligence Imitating Life , pp. 13-22
    • Oja, E.1    Lampinen, J.2
  • 43
    • 0029360028 scopus 로고
    • On the cluster validity for the fuzzy c-means model
    • Pal N., and Bezdek J. On the cluster validity for the fuzzy c-means model. IEEE Transactions on Information Theory 3 3 (1995) 370-379
    • (1995) IEEE Transactions on Information Theory , vol.3 , Issue.3 , pp. 370-379
    • Pal, N.1    Bezdek, J.2
  • 48
    • 0038159964 scopus 로고    scopus 로고
    • Soft learning vector quantization
    • Seo S., and Obermayer K. Soft learning vector quantization. Neural Computation 15 (2003) 1589-1604
    • (2003) Neural Computation , vol.15 , pp. 1589-1604
    • Seo, S.1    Obermayer, K.2
  • 49
    • 9144234927 scopus 로고    scopus 로고
    • Self-organizing maps and clustering methods for matrix data
    • Seo S., and Obermayer K. Self-organizing maps and clustering methods for matrix data. Neural Networks 17 (2004) 1211-1230
    • (2004) Neural Networks , vol.17 , pp. 1211-1230
    • Seo, S.1    Obermayer, K.2
  • 50
    • 33644879249 scopus 로고    scopus 로고
    • An alternative to Cohen's κ
    • van Eye. An alternative to Cohen's κ. European Psychologist 11 (2006) 12-24
    • (2006) European Psychologist , vol.11 , pp. 12-24
    • van Eye1
  • 51
    • 53849106043 scopus 로고    scopus 로고
    • Clustering of categoric data in medicine - application of evolutionary algorithms
    • B. Reusch Ed, Computational Intelligence, Theory and Applications, Proc. Of the International Conference on Computational Intelligence, 7th Dortmunder Fuzzy-Days, Springer-Verlag, Berlin, New York, Heidelberg
    • T. Villmann, C. Albani, Clustering of categoric data in medicine - application of evolutionary algorithms, in: B. Reusch (Ed.), Computational Intelligence - Theory and Applications - Proc. Of the International Conference on Computational Intelligence - 7th Dortmunder Fuzzy-Days, Springer-Verlag, Berlin, New York, Heidelberg, 2001. Lecture Notes in Computer Science, vol. 2206, pp. 619-627.
    • (2001) Lecture Notes in Computer Science , vol.2206 , pp. 619-627
    • Villmann, T.1    Albani, C.2
  • 52
    • 44949257946 scopus 로고    scopus 로고
    • Investigation of psycho-physiological interactions between patient and therapist during a psychodynamic therapy and their relation to speech in terms of entropy analysis using a neural network approach
    • Villmann T., Liebers C., Bergmann B., Gumz A., and Geyer M. Investigation of psycho-physiological interactions between patient and therapist during a psychodynamic therapy and their relation to speech in terms of entropy analysis using a neural network approach. New Ideas in Psychology 26 (2008) 309-325
    • (2008) New Ideas in Psychology , vol.26 , pp. 309-325
    • Villmann, T.1    Liebers, C.2    Bergmann, B.3    Gumz, A.4    Geyer, M.5
  • 53
    • 44949237753 scopus 로고    scopus 로고
    • Untersuchung der psycho-physiologischen Interaktion von Patient und Therapeut im Rahmen für psychodynamische Einzeltherapien und informationstheoretische Auswertung
    • M. Geyer, G. Plöttner, T. Villmann Eds
    • T. Villmann, C. Liebers, M. Geyer, Untersuchung der psycho-physiologischen Interaktion von Patient und Therapeut im Rahmen für psychodynamische Einzeltherapien und informationstheoretische Auswertung, in: M. Geyer, G. Plöttner, T. Villmann (Eds.), Psychotherapeutische Reflexionen gesellschaftlichen Wandels, 2003, pp. 305-319.
    • (2003) Psychotherapeutische Reflexionen gesellschaftlichen Wandels , pp. 305-319
    • Villmann, T.1    Liebers, C.2    Geyer, M.3
  • 54
    • 0000881417 scopus 로고
    • Numerical classification of proximity data with assignment measures
    • Windham M. Numerical classification of proximity data with assignment measures. Journal of Classification 2 (1985) 157-192
    • (1985) Journal of Classification , vol.2 , pp. 157-192
    • Windham, M.1


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