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Volumn , Issue , 2008, Pages 821-826

A hierarchical algorithm for clustering uncertain data via an information-theoretic approach

Author keywords

[No Author keywords available]

Indexed keywords

AGGLOMERATIVE HIERARCHICAL; CLUSTER PROTOTYPE; CLUSTER-MERGING; DATA REPRESENTATION MODELS; DENSITY-BASED APPROACHES; HIERARCHICAL ALGORITHM; HIERARCHICAL CLUSTERING SCHEMES; INFORMATION-THEORETIC APPROACH; MIXTURE DENSITY; PROBABILITY DENSITY FUNCTION (PDF); UNCERTAIN DATA;

EID: 67049161210     PISSN: 15504786     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDM.2008.115     Document Type: Conference Paper
Times cited : (28)

References (16)
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    • A general class of coefficients of divergence of one distribution from another
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    • Ali, S.M.1    Silvey, S.D.2
  • 3
    • 0002215069 scopus 로고
    • On a measure of divergence between two statistical populations defined by their probability distributions
    • A. Bhattacharyya. On a Measure of Divergence Between Two Statistical Populations Defined by their Probability Distributions. Bull. Calcutta Math. Soc., 35:99-110, 1943.
    • (1943) Bull. Calcutta Math. Soc. , vol.35 , pp. 99-110
    • Bhattacharyya, A.1
  • 5
    • 0000182415 scopus 로고
    • A measure of asymptotic efficiency for tests of a hypothesis based on the sum of observations
    • H. Chernoff. A Measure of Asymptotic Efficiency for Tests of a Hypothesis Based on the sum of Observations. Ann. Math. Stat., 23(4):493-507, 1952.
    • (1952) Ann. Math. Stat. , vol.23 , Issue.4 , pp. 493-507
    • Chernoff, H.1
  • 6
    • 65249157560 scopus 로고
    • The divergence and bhattacharyya distance measures in signal selection
    • T. Kailath. The Divergence and Bhattacharyya Distance Measures in Signal Selection. IEEE Trans. on Comm. Tech., 15(1):52-60, 1967.
    • (1967) IEEE Trans. on Comm. Tech. , vol.15 , Issue.1 , pp. 52-60
    • Kailath, T.1
  • 7
    • 26944465345 scopus 로고    scopus 로고
    • Approximated clustering of distributed high-dimensional data
    • H. P. Kriegel, P. Kunath,M. Pfeifle, andM. Renz. Approximated Clustering of Distributed High-Dimensional Data. In Proc. PAKDD Conf., pages 432-441, 2005.
    • (2005) Proc. PAKDD Conf. , pp. 432-441
    • Kriegel, H.P.1    Kunath, P.2    Pfeifle, M.3    Renz, M.4
  • 11
    • 0001927585 scopus 로고
    • On information and sufficiency
    • S. Kullback and R. A. Leibler. On Information and Sufficiency. Ann. Math. Stat., 22(1):79-86, 1951.
    • (1951) Ann. Math. Stat. , vol.22 , Issue.1 , pp. 79-86
    • Kullback, S.1    Leibler, R.A.2
  • 12
    • 0020848951 scopus 로고
    • SURVEY OF RECENT ADVANCES IN HIERARCHICAL CLUSTERING ALGORITHMS.
    • F. Murtagh. A survey of recent advances in hierarchical clustering algorithm. The Computer Journal, 26(4):354-359, 1983. (Pubitemid 14590891)
    • (1983) Computer Journal , vol.26 , Issue.4 , pp. 354-359
    • Murtagh, F.1
  • 15
    • 34548430892 scopus 로고    scopus 로고
    • Range search on multidimensional uncertain data
    • Y. Tao, X. Xiao, and R. Cheng. Range Search on Multidimensional Uncertain Data. ACM TODS, 32(3):15-62, 2007.
    • (2007) ACM TODS , vol.32 , Issue.3 , pp. 15-62
    • Tao, Y.1    Xiao, X.2    Cheng, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.