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Volumn 4723 LNCS, Issue , 2007, Pages 70-80

DENCLUE 2.0: Fast clustering based on kernel density estimation

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CLUSTER ANALYSIS; CONVERGENCE OF NUMERICAL METHODS; GAUSSIAN DISTRIBUTION; OPTIMIZATION; PROBABILITY DENSITY FUNCTION;

EID: 38049052212     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-74825-0_7     Document Type: Conference Paper
Times cited : (208)

References (17)
  • 1
    • 0347172110 scopus 로고    scopus 로고
    • Optics: Ordering points to identify the clustering structure
    • ACM Press, New York
    • Ankerst, M., Breunig, M.M., Kriegel, H.-P., Sander, J.: Optics: Ordering points to identify the clustering structure. In: Proceedings SIGMOD'99, pp. 49-60. ACM Press, New York (1999)
    • (1999) Proceedings SIGMOD'99 , pp. 49-60
    • Ankerst, M.1    Breunig, M.M.2    Kriegel, H.-P.3    Sander, J.4
  • 5
    • 0016421071 scopus 로고
    • The estimation of the gradient of a density function, with application in pattern recognition
    • Fukunaga, K., Hostler, L.: The estimation of the gradient of a density function, with application in pattern recognition. IEEE Trans. Info. Thy. 21, 32-40 (1975)
    • (1975) IEEE Trans. Info. Thy , vol.21 , pp. 32-40
    • Fukunaga, K.1    Hostler, L.2
  • 6
    • 0035546275 scopus 로고    scopus 로고
    • Estimation of the number of clusters and influence zones
    • Herbin, M., Bonnet, N., Vautrot, P.: Estimation of the number of clusters and influence zones. Pattern Recognition Letters 22, 1557-1568 (2001)
    • (2001) Pattern Recognition Letters , vol.22 , pp. 1557-1568
    • Herbin, M.1    Bonnet, N.2    Vautrot, P.3
  • 7
    • 85140527321 scopus 로고    scopus 로고
    • An efficient approach to clustering in large multimedia databases with noise
    • AAAI Press
    • Hinneburg, A., Keim, D.: An efficient approach to clustering in large multimedia databases with noise. In: Proceedings KDD'98, pp. 58-65. AAAI Press (1998)
    • (1998) Proceedings KDD'98 , pp. 58-65
    • Hinneburg, A.1    Keim, D.2
  • 10
    • 0035792857 scopus 로고    scopus 로고
    • The unsupervised niche clustering algorithm: Extension tomultivariate clusters and application to color image segmentation
    • Nasraoui, O., Krishnapuram, R.: The unsupervised niche clustering algorithm: extension tomultivariate clusters and application to color image segmentation. In: IFSA World Congress and 20th NAFIPS International Conference, vol. 3 (2001)
    • (2001) IFSA World Congress and 20th NAFIPS International Conference , vol.3
    • Nasraoui, O.1    Krishnapuram, R.2
  • 11
    • 0002788893 scopus 로고    scopus 로고
    • A view of the em algorithm that justifies incremental, sparse, and other variants
    • MIT Press, Cambridge
    • Neal, R.M., Hinton, G.E.: A view of the em algorithm that justifies incremental, sparse, and other variants. In: Learning in graphical models, pp. 355-368. MIT Press, Cambridge (1999)
    • (1999) Learning in graphical models , pp. 355-368
    • Neal, R.M.1    Hinton, G.E.2
  • 12
    • 22044455069 scopus 로고    scopus 로고
    • Density-based clustering in spatial databases: The algorithm gdbscan and its applications
    • Sander, J., Ester, M., Kriegel, H.-P., Xu, X.: Density-based clustering in spatial databases: The algorithm gdbscan and its applications. Data Mining and Knowledge Discovery 2(2), 169-194 (1997)
    • (1997) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 169-194
    • Sander, J.1    Ester, M.2    Kriegel, H.-P.3    Xu, X.4
  • 13
    • 0012989562 scopus 로고
    • A method to find point-groups
    • Schnell, P.: A method to find point-groups. Biometrika 6, 47-48 (1964)
    • (1964) Biometrika , vol.6 , pp. 47-48
    • Schnell, P.1
  • 17
    • 18444391539 scopus 로고    scopus 로고
    • Fast density estimation using cf-kernel for very large databases
    • ACM Press, New York
    • Zhang, T., Ramakrishnan, R., Livny, M.: Fast density estimation using cf-kernel for very large databases. In: Proceedings KDD'99, pp. 312-316. ACM Press, New York (1999)
    • (1999) Proceedings KDD'99 , pp. 312-316
    • Zhang, T.1    Ramakrishnan, R.2    Livny, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.