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Volumn 165, Issue , 2011, Pages 59-74

A comparison of clustering algorithms for data streams

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTERING QUALITY; COMPARATIVE STUDIES; DATA STREAM CLUSTERING; FUTURE RESEARCH DIRECTIONS; HIGH-DIMENSIONAL; MIXTURES OF GAUSSIANS; SPATIAL POINT PROCESS; SYNTHETIC DATASETS;

EID: 84879484851     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-22247-4_6     Document Type: Conference Paper
Times cited : (6)

References (24)
  • 2
    • 85012236181 scopus 로고    scopus 로고
    • In: VLDB 2003: Proceedings of the 29th International Conference on Very Large Data Bases. VLDB Endowment
    • Aggarwal, C.C., Han, J., Wang, J., Yu, P.S.: A framework for clustering evolving data streams. In: VLDB 2003: Proceedings of the 29th International Conference on Very Large Data Bases. pp. 81-92. VLDB Endowment (2003)
    • (2003) A framework for clustering evolving data streams , pp. 81-92
    • Aggarwal, C.C.1    Han, J.2    Wang, J.3    Yu, P.S.4
  • 7
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demšar, J.: Statistical comparisons of classifiers over multiple data sets. J. Mach. Learn. Res. 7, 1-30 (2006)
    • (2006) J. Mach. Learn. Res , vol.7 , pp. 1-30
    • Demšar, J.1
  • 8
    • 85170282443 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases with noise
    • In
    • Ester, M., Kriegel, H., Sander, J., Xu, X.: A density-based algorithm for discovering clusters in large spatial databases with noise. In: Proc. KDD, vol. 96, pp. 226-231 (1996)
    • (1996) Proc. KDD , vol.96 , pp. 226-231
    • Ester, M.1    Kriegel, H.2    Sander, J.3    Xu, X.4
  • 12
    • 0000008146 scopus 로고
    • Comparing partitions
    • doi:10.1007/BF01908075
    • Hubert, L., Arabie, P.: Comparing partitions. Journal of Classification 2, 193-218 (1985), doi:10.1007/BF01908075
    • (1985) Journal of Classification , vol.2 , pp. 193-218
    • Hubert, L.1    Arabie, P.2
  • 13
    • 77953765820 scopus 로고    scopus 로고
    • Data clustering: 50 years beyond K-means
    • In: Daelemans, W., Goethals, B., Morik, K. (eds.), LNCS (LNAI),. Springer, Heidelberg
    • Jain, A.K.: Data clustering: 50 years beyond K-means. In: Daelemans, W., Goethals, B., Morik, K. (eds.) ECML PKDD 2008, Part I. LNCS (LNAI), vol. 5211, pp. 3-4. Springer, Heidelberg (2008)
    • (2008) ECML PKDD 2008, Part I , vol.5211 , pp. 3-4
    • Jain, A.K.1
  • 15
    • 0033352137 scopus 로고    scopus 로고
    • Primal-dual approximation algorithms for metric facility location and k-median problems
    • In:, IEEE Computer Society Press, Washington, DC, USA
    • Jain, K., Vazirani, V.V.: Primal-dual approximation algorithms for metric facility location and k-median problems. In: FOCS 1999: Proceedings of the 40th Annual Symposium on Foundations of Computer Science, p. 2. IEEE Computer Society Press, Washington, DC, USA (1999)
    • (1999) FOCS 1999: Proceedings of the 40th Annual Symposium on Foundations of Computer Science , pp. 2
    • Jain, K.1    Vazirani, V.V.2
  • 18
    • 0036203413 scopus 로고    scopus 로고
    • Streamingdata algorithms for high-quality clustering
    • In:, International Conference on
    • O'Callaghan, L., Meyerson, A., Motwani, R., Mishra, N., Guha, S.: Streamingdata algorithms for high-quality clustering. In: Data Engineering, International Conference on, vol. 0, p. 0685 (2002)
    • (2002) Data Engineering , pp. 0685
    • O'Callaghan, L.1    Meyerson, A.2    Motwani, R.3    Mishra, N.4    Guha, S.5
  • 20
    • 38049025951 scopus 로고    scopus 로고
    • E-stream: Evolutionbased technique for stream clustering
    • In: Alhajj, R., Gao, H., Li, X., Li, J., Zaïane, O.R. (eds.), LNCS (LNAI),. Springer, Heidelberg
    • Udommanetanakit, K., Rakthanmanon, T., Waiyamai, K.: E-stream: Evolutionbased technique for stream clustering. In: Alhajj, R., Gao, H., Li, X., Li, J., Zaïane, O.R. (eds.) ADMA 2007. LNCS (LNAI), vol. 4632, pp. 605-615. Springer, Heidelberg (2007)
    • (2007) ADMA 2007 , vol.4632 , pp. 605-615
    • Udommanetanakit, K.1    Rakthanmanon, T.2    Waiyamai, K.3
  • 21
    • 71149091239 scopus 로고    scopus 로고
    • Information theoretic measures for clusterings comparison: Is a correction for chance necessary?
    • In:,. ACM Press, New York
    • Vinh, N.X., Epps, J., Bailey, J.: Information theoretic measures for clusterings comparison: is a correction for chance necessary? In: ICML 2009, pp. 1073-1080. ACM Press, New York (2009)
    • (2009) ICML 2009 , pp. 1073-1080
    • Vinh, N.X.1    Epps, J.2    Bailey, J.3
  • 24
    • 0030157145 scopus 로고    scopus 로고
    • Birch: An efficient data clustering method for very large databases
    • Zhang, T., Ramakrishnan, R., Livny, M.: Birch: an efficient data clustering method for very large databases. SIGMOD Rec. 25(2), 103-114 (1996)
    • (1996) SIGMOD Rec , vol.25 , Issue.2 , pp. 103-114
    • Zhang, T.1    Ramakrishnan, R.2    Livny, M.3


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