메뉴 건너뛰기




Volumn 19, Issue 4, 2006, Pages 371-379

Online clustering via finite mixtures of Dirichlet and minimum message length

Author keywords

Dirichlet; Mixture modeling; Online clustering

Indexed keywords

DATA ACQUISITION; DATABASE SYSTEMS; IMAGE PROCESSING; MATHEMATICAL MODELS; ONLINE SYSTEMS;

EID: 33646032400     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2006.01.012     Document Type: Article
Times cited : (41)

References (27)
  • 1
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Akaike H. A new look at the statistical model identification. IEEE Transaction on Automatic Control 19 6 (1974) 716-723
    • (1974) IEEE Transaction on Automatic Control , vol.19 , Issue.6 , pp. 716-723
    • Akaike, H.1
  • 2
    • 0041908169 scopus 로고    scopus 로고
    • Finding overlapping components with MML
    • Baxter R.A., and Olivier J.J. Finding overlapping components with MML. Statistics and Computing 10 1 (2000) 5-16
    • (2000) Statistics and Computing , vol.10 , Issue.1 , pp. 5-16
    • Baxter, R.A.1    Olivier, J.J.2
  • 6
    • 7444239786 scopus 로고    scopus 로고
    • Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application
    • Bouguila N., Ziou D., and Vaillancourt J. Unsupervised learning of a finite mixture model based on the Dirichlet distribution and its application. IEEE Transactions on Image Processing 13 11 (2004) 1533-1543
    • (2004) IEEE Transactions on Image Processing , vol.13 , Issue.11 , pp. 1533-1543
    • Bouguila, N.1    Ziou, D.2    Vaillancourt, J.3
  • 7
    • 0002356276 scopus 로고
    • Choosing the number of components clusters in the mixture model using a new informational complexity criterion of the inverse-Fisher information matrix
    • Optiz O., Lausen B., and Klar R. (Eds), Springer, Berlin
    • Bozdogan H. Choosing the number of components clusters in the mixture model using a new informational complexity criterion of the inverse-Fisher information matrix. In: Optiz O., Lausen B., and Klar R. (Eds). Information and Classification (1993), Springer, Berlin 40-54
    • (1993) Information and Classification , pp. 40-54
    • Bozdogan, H.1
  • 13
    • 0346778582 scopus 로고    scopus 로고
    • Combining positive and negative examples in relevance feedback for content-based image retrieval
    • Kherfi M.L., Ziou D., and Bernardi A. Combining positive and negative examples in relevance feedback for content-based image retrieval. Journal of Visual Communication and Image Representation 14 4 (2003) 428-457
    • (2003) Journal of Visual Communication and Image Representation , vol.14 , Issue.4 , pp. 428-457
    • Kherfi, M.L.1    Ziou, D.2    Bernardi, A.3
  • 15
    • 0027166611 scopus 로고    scopus 로고
    • Niblack, W., Barber, R., Equitz, W., Flickner, M., Glasman, E.H., Yanker, D., Faloutsos, P., Taubin, G., 1993. The QBIC project: querying images by content using color, texture and shape. In: SPIE Conference on Storage and Retrieval for Images and Video Databases, pp. 173-187.
  • 16
    • 7044231022 scopus 로고    scopus 로고
    • Incremental learning of retrieval knowledge in a case-based reasoning system
    • Ashley K.D., and Bridge D.G. (Eds), Springer, Berlin
    • Perner P. Incremental learning of retrieval knowledge in a case-based reasoning system. In: Ashley K.D., and Bridge D.G. (Eds). Case-Based Reasoning Research and Development. Lecture Notes in Artificial Intelligence vol. 2689 (2003), Springer, Berlin 422-436
    • (2003) Case-Based Reasoning Research and Development. Lecture Notes in Artificial Intelligence , vol.2689 , pp. 422-436
    • Perner, P.1
  • 17
    • 18244378520 scopus 로고    scopus 로고
    • On Bayesian analysis of mixtures with an unknown number of components (with discussion)
    • Richardson S., and Green P.J. On Bayesian analysis of mixtures with an unknown number of components (with discussion). Journal of the Royal Statistical Society (Series B) 59 (1997) 731-792
    • (1997) Journal of the Royal Statistical Society (Series B) , vol.59 , pp. 731-792
    • Richardson, S.1    Green, P.J.2
  • 18
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen J. Modeling by shortest data description. Automatica 14 (1987) 465-471
    • (1987) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 20
    • 0000120766 scopus 로고
    • Estimating the dimension of a model
    • Schwarz G. Estimating the dimension of a model. The Annals of Statistics 6 2 (1978) 461-464
    • (1978) The Annals of Statistics , vol.6 , Issue.2 , pp. 461-464
    • Schwarz, G.1
  • 21
    • 0030389403 scopus 로고    scopus 로고
    • Smith, J.R., Chang, S.F., 1996. VisualSEEK: a fully automated content-based image query system. In: ACM International Conference on Multimedia, pp. 87-98.
  • 24
    • 0000107517 scopus 로고
    • An information measure for classification
    • Wallace C.S., and Boulton D.M. An information measure for classification. The Computer Journal 11 2 (1968) 195-209
    • (1968) The Computer Journal , vol.11 , Issue.2 , pp. 195-209
    • Wallace, C.S.1    Boulton, D.M.2
  • 26
    • 0346107471 scopus 로고    scopus 로고
    • On recursive estimation of incomplete data models
    • Yao J. On recursive estimation of incomplete data models. Statistics 34 (2000) 27-51
    • (2000) Statistics , vol.34 , pp. 27-51
    • Yao, J.1
  • 27
    • 33646032760 scopus 로고    scopus 로고
    • Zhang, J., Ghahramani, Z., Yang, Y., 2004. A probabilistic model for online document clustering with application to novelty detection. Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, (NIPS), 2004 (13-18 December 2004), Vancouver, British Columbia, Canada, http://books.nips.cc/papers/files/nips17/NIPS2004_0235.pdf].


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.