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Volumn , Issue , 2011, Pages 225-232

Pruning nearest neighbor cluster trees

Author keywords

[No Author keywords available]

Indexed keywords

CLUSTER STRUCTURE; CLUSTER TREE; CONSISTENT ESTIMATORS; DATA MINING APPLICATIONS; FINITE SAMPLE RESULTS; FINITE SAMPLES; NEAREST NEIGHBORS; SPURIOUS CLUSTER; SUBGRAPHS; UNDERLYING DISTRIBUTION;

EID: 80053435626     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (32)

References (15)
  • 1
    • 0018454769 scopus 로고
    • FAST PROBABILISTIC ALGORITHMS FOR HAMILTONIAN CIRCUITS AND MATCHINGS.
    • DOI 10.1016/0022-0000(79)90045-X
    • Angluin, D. and Valiant, L.G. Fast probabilistic algorithms for Hamiltonian circuits and matchings. Journal of Computer and System Sciences, 19:155-193, 1979. (Pubitemid 9461409)
    • (1979) Journal of Computer and System Sciences , vol.18 , Issue.2 , pp. 155-193
    • Angluin, D.1    Valiant, L.G.2
  • 4
    • 0009911924 scopus 로고
    • The strong uniform consistency of nearest neighbor density estimates
    • Devroye, L.P. and Wagner, T.J. The strong uniform consistency of nearest neighbor density estimates. The Annals of Statistics, 5:536-540, 1977.
    • (1977) The Annals of Statistics , vol.5 , pp. 536-540
    • Devroye, L.P.1    Wagner, T.J.2
  • 5
    • 0001482122 scopus 로고
    • Consistency of single linkage for high-density clusters
    • Hartigan, J.A. Consistency of single linkage for high-density clusters. Journal of the American Statistical Association, 76(374):388-394, 1981.
    • (1981) Journal of the American Statistical Association , vol.76 , Issue.374 , pp. 388-394
    • Hartigan, J.A.1
  • 7
    • 62749193549 scopus 로고    scopus 로고
    • Optimal construction of k-nearest neighbor graphs for identifying noisy clusters
    • Maier, M., Hein, M., and Von Luxburg, U. Optimal construction of k-nearest neighbor graphs for identifying noisy clusters. Theoretical Computer Science, 410:1749-1764, 2009.
    • (2009) Theoretical Computer Science , vol.410 , pp. 1749-1764
    • Maier, M.1    Hein, M.2    Von Luxburg, U.3
  • 8
    • 77649197099 scopus 로고    scopus 로고
    • Fast rates for plug-in estimators of density level sets
    • Rigollet, P. and Vert, R. Fast rates for plug-in estimators of density level sets. Bernouilli, 15(4):1154-1178, 2009.
    • (2009) Bernouilli , vol.15 , Issue.4 , pp. 1154-1178
    • Rigollet, P.1    Vert, R.2
  • 9
    • 77957604813 scopus 로고    scopus 로고
    • Generalized density clustering
    • Rinaldo, A. and Wasserman, L. Generalized density clustering. Annals of Statistics, 38(5):2678-2722, 2010.
    • (2010) Annals of Statistics , vol.38 , Issue.5 , pp. 2678-2722
    • Rinaldo, A.1    Wasserman, L.2
  • 11
    • 69049106506 scopus 로고    scopus 로고
    • Adaptive hausdorff estimation of density level sets
    • Singh, A., Scott, C., and Nowak, R. Adaptive hausdorff estimation of density level sets. Annals of Statistics, 37(5), 2009.
    • (2009) Annals of Statistics , vol.37 , Issue.5
    • Singh, A.1    Scott, C.2    Nowak, R.3
  • 13
    • 77956662186 scopus 로고    scopus 로고
    • A generalized single linkage method for estimating the cluster tree of a density
    • Stueltze, W. and Nugent, R. A generalized single linkage method for estimating the cluster tree of a density. Journal of Computational and Graphical Statistics, 19(2):397-418, 2010.
    • (2010) Journal of Computational and Graphical Statistics , vol.19 , Issue.2 , pp. 397-418
    • Stueltze, W.1    Nugent, R.2
  • 14
    • 0001831117 scopus 로고
    • Mode analysis: A generalization of nearest neighbor which reduces chaining effects
    • Wishart, D. Mode analysis: A generalization of nearest neighbor which reduces chaining effects. Numerical Taxonomy, pp. 282-311, 1969.
    • (1969) Numerical Taxonomy , pp. 282-311
    • Wishart, D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.