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Volumn 4747 LNCS, Issue , 2007, Pages 1-10

Value, cost, and sharing: Open issues in constrained clustering

Author keywords

[No Author keywords available]

Indexed keywords

CONSTRAINT THEORY; DATA ACQUISITION; DATA MINING; PATTERN RECOGNITION;

EID: 38449121563     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-75549-4_1     Document Type: Conference Paper
Times cited : (31)

References (19)
  • 11
    • 0005943240 scopus 로고    scopus 로고
    • Constrained k-means clustering
    • Technical Report MSR-TR-2000-65, Microsoft Research, Redmond, WA
    • Bradley, P.S., Bennett, K.P., Demiriz, A.: Constrained k-means clustering. Technical Report MSR-TR-2000-65, Microsoft Research, Redmond, WA (2000)
    • (2000)
    • Bradley, P.S.1    Bennett, K.P.2    Demiriz, A.3
  • 12
    • 84949423737 scopus 로고    scopus 로고
    • Tung, A.K.H., Ng, R.T., Lakshmanan, L.V.S., Han, J.: Constraint-based clustering in large databases. In: Van den Bussche, J., Vianu, V. (eds.) ICDT 2001. LNCS, 1973, pp. 405-419. Springer, Heidelberg (2000)
    • Tung, A.K.H., Ng, R.T., Lakshmanan, L.V.S., Han, J.: Constraint-based clustering in large databases. In: Van den Bussche, J., Vianu, V. (eds.) ICDT 2001. LNCS, vol. 1973, pp. 405-419. Springer, Heidelberg (2000)
  • 13
    • 0022011002 scopus 로고
    • A survey of algorithms for contiguity-constrained clustering and related problems
    • Murtagh, F.: A survey of algorithms for contiguity-constrained clustering and related problems. The Computer Journal 28(1), 82-88 (1985)
    • (1985) The Computer Journal , vol.28 , Issue.1 , pp. 82-88
    • Murtagh, F.1
  • 14
    • 33750290279 scopus 로고    scopus 로고
    • Pensa, R.G., Robardet, C., Boulicaut, J.F.: Towards constrained co-clustering in ordered 0/1 data sets. In: Esposito, F., Raś, Z.W., Malerba, D., Semeraro, G. (eds.) ISMIS 2006. LNCS (LNAI), 4203, pp. 425-434. Springer, Heidelberg (2006)
    • Pensa, R.G., Robardet, C., Boulicaut, J.F.: Towards constrained co-clustering in ordered 0/1 data sets. In: Esposito, F., Raś, Z.W., Malerba, D., Semeraro, G. (eds.) ISMIS 2006. LNCS (LNAI), vol. 4203, pp. 425-434. Springer, Heidelberg (2006)
  • 15
    • 33750288047 scopus 로고    scopus 로고
    • Davidson, I., Wagstaff, K.L., Basu, S.: Measuring constraint-set utility for partitional clustering algorithms. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) PKDD 2006. LNCS (LNAI), 4213, pp. 115-126. Springer, Heidelberg (2006)
    • Davidson, I., Wagstaff, K.L., Basu, S.: Measuring constraint-set utility for partitional clustering algorithms. In: Fürnkranz, J., Scheffer, T., Spiliopoulou, M. (eds.) PKDD 2006. LNCS (LNAI), vol. 4213, pp. 115-126. Springer, Heidelberg (2006)
  • 17
    • 33745290657 scopus 로고    scopus 로고
    • Xu, Q., DesJardins, M., Wagstaff, K.L.: Active constrained clustering by examining spectral eigenvectors. In: Hoffmann, A., Motoda, H., Scheffer, T. (eds.) DS 2005. LNCS (LNAI), 3735, pp. 294-307. Springer, Heidelberg (2005)
    • Xu, Q., DesJardins, M., Wagstaff, K.L.: Active constrained clustering by examining spectral eigenvectors. In: Hoffmann, A., Motoda, H., Scheffer, T. (eds.) DS 2005. LNCS (LNAI), vol. 3735, pp. 294-307. Springer, Heidelberg (2005)
  • 19
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    • Support vector machine active learning with applications to text classification
    • Tong, S., Koller, D.: Support vector machine active learning with applications to text classification. Journal of Machine Learning Research 2, 45-66 (2002)
    • (2002) Journal of Machine Learning Research , vol.2 , pp. 45-66
    • Tong, S.1    Koller, D.2


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