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Volumn , Issue , 2007, Pages 11-18

A PTAS for k-means clustering based on weak coresets

Author keywords

Approximation; Coresets; Geometric optimization; K mean

Indexed keywords

APPROXIMATION THEORY; CLUSTERING ALGORITHMS; COMPUTATIONAL GEOMETRY; FUNCTION EVALUATION; OPTIMIZATION; PROBLEM SOLVING;

EID: 35348830377     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1247069.1247072     Document Type: Conference Paper
Times cited : (195)

References (19)
  • 1
    • 0000108833 scopus 로고    scopus 로고
    • J.L. Bentley and J.B. Saxe. Decomposable searching problems I: Static-to-dynamic transformation. J. Algorithms, 1(4):301-358. 1980, pages 301-358, 1980.
    • J.L. Bentley and J.B. Saxe. Decomposable searching problems I: Static-to-dynamic transformation. J. Algorithms, 1(4):301-358. 1980, pages 301-358, 1980.
  • 5
    • 35348888242 scopus 로고    scopus 로고
    • M. Effros and L.J. Schulman. Deterministic clustering with data nets. Report TR04-085, Elec. Colloq. Comp. Complexity, http://www.eccc.uni-trier.de/ eccc-reports/2004/TR04-085, 2003.
    • M. Effros and L.J. Schulman. Deterministic clustering with data nets. Report TR04-085, Elec. Colloq. Comp. Complexity, http://www.eccc.uni-trier.de/ eccc-reports/2004/TR04-085, 2003.
  • 8
    • 0002192516 scopus 로고
    • Decision theoretic generalizations of the pac model for neural net and other learning applications
    • D. Haussler. Decision theoretic generalizations of the pac model for neural net and other learning applications. Information and Computation, 100(1):78-150, 1992.
    • (1992) Information and Computation , vol.100 , Issue.1 , pp. 78-150
    • Haussler, D.1
  • 12
    • 0027928863 scopus 로고
    • Applications of weighted voronoi diagrams and randomization to variance-based k-clustering
    • M. Inaba, N. Katoh, and H. Imai. Applications of weighted voronoi diagrams and randomization to variance-based k-clustering. Proc. 10th Annu. ACM Sympos. Comput. Geom.(SoCG), pages 332-339, 1994.
    • (1994) Proc. 10th Annu. ACM Sympos. Comput. Geom.(SoCG) , pp. 332-339
    • Inaba, M.1    Katoh, N.2    Imai, H.3
  • 16
    • 0000652415 scopus 로고
    • The geometry of graphs and some of its algorithmic applications
    • N. Linial, E. London, and Y. Rabinovich. The geometry of graphs and some of its algorithmic applications. Combinatorica, 15(2):215-245, 1995.
    • (1995) Combinatorica , vol.15 , Issue.2 , pp. 215-245
    • Linial, N.1    London, E.2    Rabinovich, Y.3
  • 17
    • 0034417244 scopus 로고    scopus 로고
    • On approximate geometric k-clustering
    • J. Matousek. On approximate geometric k-clustering. Discrete Comput. Geom., 24:61-84, 2000.
    • (2000) Discrete Comput. Geom , vol.24 , pp. 61-84
    • Matousek, J.1
  • 18
    • 3142729920 scopus 로고    scopus 로고
    • Optimal time bounds for approximate clustering
    • R.R. Menu and C.G. Plaxton. Optimal time bounds for approximate clustering. Machine Learning, 56:35-60, 2004.
    • (2004) Machine Learning , vol.56 , pp. 35-60
    • Menu, R.R.1    Plaxton, C.G.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.