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Volumn , Issue , 2007, Pages 313-332

Fuzzy Clustering in Dynamic Data Mining - Techniques and Applications

Author keywords

C means and fuzzy C means; Dynamic clustering using crisp and fuzzy approaches; Dynamic fuzzy clustering techniques and applications; Functional fuzzy C means (FFCM); Fuzzy C means (FCM); Fuzzy clustering in dynamic data mining; Semi supervised fuzzy C means

Indexed keywords


EID: 84889322958     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1002/9780470061190.ch15     Document Type: Chapter
Times cited : (4)

References (28)
  • 2
    • 84889437473 scopus 로고    scopus 로고
    • Curves comparison using wavelet.Working Paper CRM-2833, Départment de mathématiques et de statistique
    • Universitéde Montréal; Montreal, Quebec, February 2002
    • Angers, J.-F. (2002) Curves comparison using wavelet.Working Paper CRM-2833, Départment de mathématiques et de statistique; Universitéde Montréal; Montreal, Quebec, February 2002
    • (2002)
    • Angers, J.-F.1
  • 3
    • 33144463195 scopus 로고    scopus 로고
    • Dynamic Fuzzy Pattern Recognition with Application to Finance and Engineering
    • Springer-Verlag, Heidelberg, Germany
    • Angstenberger, L. (2001) Dynamic Fuzzy Pattern Recognition with Application to Finance and Engineering. Springer-Verlag, Heidelberg, Germany.
    • (2001)
    • Angstenberger, L.1
  • 4
    • 5644251152 scopus 로고    scopus 로고
    • Temporal data mining: an overview
    • Workshop on Temporal Data Mining, (KDD2001), San Francisco, September 2001
    • Antunes, C. M., and Oliveira, A. L. (2001) 'Temporal data mining: an overview'.Workshop on Temporal Data Mining, (KDD2001), San Francisco, September 2001, 1-13
    • (2001) , pp. 1-13
    • Antunes, C.M.1    Oliveira, A.L.2
  • 5
    • 0027073845 scopus 로고
    • Limits to Oil Pricing; Scenario Planning as a Device to Understand Oil Price Developments
    • Austvik, O. G. (1992) 'Limits to Oil Pricing; Scenario Planning as a Device to Understand Oil Price Developments'. Energy Policy 20, 11, 1097-1105
    • (1992) Energy Policy , vol.20 , Issue.11 , pp. 1097-1105
    • Austvik, O.G.1
  • 6
    • 84889425319 scopus 로고    scopus 로고
    • TRIP: 'Automatic TRaffic State Identification and Prediction as Basis for Improved Traffic Management Services
    • Proceedings of the Second Workshop on Information Technology, Cooperative Research between Chile and Germany, 15-17 January 2001, Berlin, Germany
    • Bastian, M., Kirschfink, H., and Weber, R. (2001) TRIP: 'Automatic TRaffic State Identification and Prediction as Basis for Improved Traffic Management Services'. Proceedings of the Second Workshop on Information Technology, Cooperative Research between Chile and Germany, 15-17 January 2001, Berlin, Germany.
    • (2001)
    • Bastian, M.1    Kirschfink, H.2    Weber, R.3
  • 7
    • 0003444099 scopus 로고    scopus 로고
    • Fuzzy Models and Algorithms for Pattern Recognition and Image Processing
    • Kluwer, Boston, London, Dordrecht
    • Bezdek, J. C., Keller, J., Krishnapuram, R., and Pal, N. R. (1999) Fuzzy Models and Algorithms for Pattern Recognition and Image Processing. Kluwer, Boston, London, Dordrecht.
    • (1999)
    • Bezdek, J.C.1    Keller, J.2    Krishnapuram, R.3    Pal, N.R.4
  • 8
    • 0013224752 scopus 로고    scopus 로고
    • Maintaining the performance of a learned classifier under concept drift
    • Black, M., and Hickey, R. J. (1999) 'Maintaining the performance of a learned classifier under concept drift'. Intelligent Data Analysis 3, 6, 453-474
    • (1999) Intelligent Data Analysis , vol.3 , Issue.6 , pp. 453-474
    • Black, M.1    Hickey, R.J.2
  • 9
    • 17644391302 scopus 로고
    • The dynamic cluster method in non-hierarchical clustering
    • Diday, E. (1973) 'The dynamic cluster method in non-hierarchical clustering'. International Journal of Parallel Programming 2, 1, 61-88
    • (1973) International Journal of Parallel Programming , vol.2 , Issue.1 , pp. 61-88
    • Diday, E.1
  • 11
    • 33847005948 scopus 로고    scopus 로고
    • A hybrid forecasting methodology using feature selection and support vector regression
    • Fifth International Conference on Hybrid Intelligent Systems HIS 2005, 6-9 of November 2005, Rio de Janeiro, Brazil
    • Guajardo, J., Miranda, J., and Weber, R. (2005) 'A hybrid forecasting methodology using feature selection and support vector regression'.Fifth International Conference on Hybrid Intelligent Systems HIS 2005, 6-9 of November 2005, Rio de Janeiro, Brazil, 341-346
    • (2005) , pp. 341-346
    • Guajardo, J.1    Miranda, J.2    Weber, R.3
  • 12
    • 0003585297 scopus 로고    scopus 로고
    • Data Mining: Concepts and Techniques
    • San Francisco: Morgan Kaufmann Publishers
    • Han, J., and Kamber M. (2001) Data Mining: Concepts and Techniques. San Francisco: Morgan Kaufmann Publishers.
    • (2001)
    • Han, J.1    Kamber, M.2
  • 13
    • 0037889892 scopus 로고    scopus 로고
    • Komplexitätsreduktion in der Szenarioanalyse mit Hilfe dynamischer Fuzzy-Datenanalyse
    • in German
    • Hofmeister, P. et al. (2000)Komplexitätsreduktion in der Szenarioanalyse mit Hilfe dynamischer Fuzzy-Datenanalyse. OR-Spektrum 22, 3, 403-420 (in German).
    • (2000) OR-Spektrum , vol.22 , Issue.3 , pp. 403-420
    • Hofmeister, P.1
  • 17
    • 0036530967 scopus 로고    scopus 로고
    • DENFIS: 'Dynamic evolving neural-fuzzy inference system and its application for time-series prediction
    • Kasabov, N.K., and Song, Q. (2002) DENFIS: 'Dynamic evolving neural-fuzzy inference system and its application for time-series prediction'. IEEE Transactions on Fuzzy Systems 10, 2, 144-154
    • (2002) IEEE Transactions on Fuzzy Systems , vol.10 , Issue.2 , pp. 144-154
    • Kasabov, N.K.1    Song, Q.2
  • 18
    • 33749403310 scopus 로고    scopus 로고
    • Exact indexing of dynamic timewarping'. Proc. of 28th International Conference onVery Large Data Bases
    • Hong Kong, China
    • Keogh, E. (2002) 'Exact indexing of dynamic timewarping'. Proc. of 28th International Conference onVery Large Data Bases, Hong Kong, China, 406-417
    • (2002) , pp. 406-417
    • Keogh, E.1
  • 19
    • 33750052375 scopus 로고    scopus 로고
    • Identifying single clusters in large data sets
    • In (J.Wang, ed.) Encyclopedia of Data Warehousing and Mining. Idea Group, Hershey
    • Klawonn, F., and Georgieva, O. (2006) 'Identifying single clusters in large data sets'. In (J.Wang, ed.) Encyclopedia of Data Warehousing and Mining. Idea Group, Hershey, 582-585
    • (2006) , pp. 582-585
    • Klawonn, F.1    Georgieva, O.2
  • 20
    • 0032595163 scopus 로고    scopus 로고
    • A note on the Gustafson-Kessel and adaptive fuzzy clustering algorithms
    • Krishnapuram, R., and Kim, J. (1999) 'A note on the Gustafson-Kessel and adaptive fuzzy clustering algorithms'. IEEE Transactions on Fuzzy Systems 7, 4, 453-461
    • (1999) IEEE Transactions on Fuzzy Systems , vol.7 , Issue.4 , pp. 453-461
    • Krishnapuram, R.1    Kim, J.2
  • 21
    • 0005260601 scopus 로고    scopus 로고
    • Evolutionary and adaptive synthesis methods
    • In Formal Engineering Design Synthesis (E. K. Antonsson and J. Cagan, eds), Cambridge University Press, Cambridge, U.K
    • Lee, C.-Y., Ma, L., and Antonsson, E. K. (2001) 'Evolutionary and adaptive synthesis methods'. In Formal Engineering Design Synthesis (E. K. Antonsson and J. Cagan, eds), Cambridge University Press, Cambridge, U.K., 270-320.
    • (2001) , pp. 270-320
    • Lee, C.-Y.1    Ma, L.2    Antonsson, E.K.3
  • 22
    • 11244286295 scopus 로고    scopus 로고
    • Matryoshka: a HMM based temporal data clustering methodology for modeling system dynamics
    • Li, C., Biswas, G., Dale, M., and Dale, P. (2002) 'Matryoshka: a HMM based temporal data clustering methodology for modeling system dynamics'. Intelligent Data Analysis, 6, 3, 281-308
    • (2002) Intelligent Data Analysis , vol.6 , Issue.3 , pp. 281-308
    • Li, C.1    Biswas, G.2    Dale, M.3    Dale, P.4
  • 23
    • 0029226148 scopus 로고
    • A maximun-entropy approach to fuzzy clustering
    • in Proc. Int. Join Conf. 4th IEEE Int. Conf. Fuzzy/2nd Int. Fuzzy Eng. Symp. (FUZZ/IEEE-IFES), Yokohama, Japan, March
    • Li, R.-P., and Mukaidono, M. (1995) 'A maximun-entropy approach to fuzzy clustering', in Proc. Int. Join Conf. 4th IEEE Int. Conf. Fuzzy/2nd Int. Fuzzy Eng. Symp. (FUZZ/IEEE-IFES), Yokohama, Japan, March 1995, 2227-2232.
    • (1995) , vol.1995 , pp. 2227-2232
    • Li, R.-P.1    Mukaidono, M.2
  • 24
    • 23044518273 scopus 로고    scopus 로고
    • Dynamic data mining
    • In (R. Loganantharaj, G. Palm and M. Ali, eds), Intelligent Problem Solving-Methodologies and Approaches: Proc. of Thirteenth International Conference on Industrial Engineering Applications of AI & Expert Systems. New York: Springer
    • Raghavan V., and Hafez A. (2000) 'Dynamic data mining'. In (R. Loganantharaj, G. Palm and M. Ali, eds), Intelligent Problem Solving-Methodologies and Approaches: Proc. of Thirteenth International Conference on Industrial Engineering Applications of AI & Expert Systems. New York: Springer, 220-229.
    • (2000) , pp. 220-229
    • Raghavan, V.1    Hafez, A.2
  • 25
    • 0002432533 scopus 로고
    • Scenario planning: a tool for strategic thinking
    • Sloan Management Review, Winter
    • Schoemaker, P.J.H. (1995) 'Scenario planning: a tool for strategic thinking', Sloan Management Review, Winter, 25-40
    • (1995) , pp. 25-40
    • Schoemaker, P.J.H.1
  • 26
    • 0031246271 scopus 로고    scopus 로고
    • Decision tree induction based on efficient tree restructuring
    • Utgoff, P. E. (1997) 'Decision tree induction based on efficient tree restructuring'. Machine Learning 29 (1) 5-44.
    • (1997) Machine Learning , vol.29 , Issue.1 , pp. 5-44
    • Utgoff, P.E.1
  • 27
    • 0005204915 scopus 로고    scopus 로고
    • Customer segmentation for banks and insurance groups with fuzzy clustering techniques
    • In (J. F. Baldwin, ed.) Fuzzy Logic, John Wiley and Sons, Ltd, Chichester
    • Weber, R. (1996) 'Customer segmentation for banks and insurance groups with fuzzy clustering techniques'. In (J. F. Baldwin, ed.) Fuzzy Logic, John Wiley and Sons, Ltd, Chichester, 187-196
    • (1996) , pp. 187-196
    • Weber, R.1
  • 28
    • 0003791192 scopus 로고    scopus 로고
    • Fuzzy Set Theory -and Its Applications
    • 4th ed. Kluwer Academic Publishers, Boston, Dordrecht, London
    • Zimmermann, H.-J. (2001) Fuzzy Set Theory -and Its Applications. 4th ed. Kluwer Academic Publishers, Boston, Dordrecht, London.
    • (2001)
    • Zimmermann, H.-J.1


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