메뉴 건너뛰기




Volumn , Issue , 2010, Pages 1079-1088

Evolutionary hierarchical Dirichlet processes for multiple correlated time-varying corpora

Author keywords

Bayesian nonparametric methods; Clustering; Dirichlet processes; Mixture models; Multiple correlated time varying corpora

Indexed keywords

CLUSTERING; DIRICHLET PROCESS; MIXTURE MODELS; NONPARAMETRIC METHODS; TIME VARYING;

EID: 77956211804     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1835804.1835940     Document Type: Conference Paper
Times cited : (104)

References (32)
  • 1
    • 52649163923 scopus 로고    scopus 로고
    • Dynamic non-parametric mixture models and the recurrent Chinese restaurant process: With applications to evolutionary clustering
    • A. Ahmed and E. Xing. Dynamic non-parametric mixture models and the recurrent Chinese restaurant process: with applications to evolutionary clustering. In SDM, 2008.
    • (2008) SDM
    • Ahmed, A.1    Xing, E.2
  • 2
    • 0000708831 scopus 로고
    • Mixtures of dirichlet processes with applications to Bayesian nonparametric problems
    • C. Antoniak. Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. Annals of Statistics, pages 1152-1174, 1974.
    • (1974) Annals of Statistics , pp. 1152-1174
    • Antoniak, C.1
  • 3
    • 33749242628 scopus 로고    scopus 로고
    • Dynamic topic models
    • D. Blei and J. Lafferty. Dynamic topic models. In ICML, 2006.
    • (2006) ICML
    • Blei, D.1    Lafferty, J.2
  • 4
    • 52449116403 scopus 로고    scopus 로고
    • A correlated topic model of science
    • D. Blei and J. Lafferty. A correlated topic model of Science. Annals of Applied Statistics, 1(1):17-35, 2007.
    • (2007) Annals of Applied Statistics , vol.1 , Issue.1 , pp. 17-35
    • Blei, D.1    Lafferty, J.2
  • 7
    • 80053193804 scopus 로고    scopus 로고
    • Generalized polya urn for time-varying dirichlet process mixtures
    • F. Caron, M. Davy, and A. Doucet. Generalized Polya urn for time-varying Dirichlet process mixtures. In UAI, 2007.
    • (2007) UAI
    • Caron, F.1    Davy, M.2    Doucet, A.3
  • 9
    • 36849005505 scopus 로고    scopus 로고
    • Evolutionary spectral clustering by incorporating temporal smoothness
    • Y. Chi, X. Song, D. Zhou, K. Hino, and B. L. Tseng. Evolutionary spectral clustering by incorporating temporal smoothness. In KDD, 2007.
    • (2007) KDD
    • Chi, Y.1    Song, X.2    Zhou, D.3    Hino, K.4    Tseng, B.L.5
  • 11
    • 71049177089 scopus 로고    scopus 로고
    • Meme-tracking and the dynamics of the news cycle
    • J. Leskovec, L. Backstrom, and J. Kleinberg. Meme-tracking and the dynamics of the news cycle. In KDD, 2009.
    • (2009) KDD
    • Leskovec, J.1    Backstrom, L.2    Kleinberg, J.3
  • 12
    • 74549197004 scopus 로고    scopus 로고
    • Interactive, topic-based visual text summarization and analysis
    • S. Liu, M. X. Zhou, S. Pan, W. Qian, W. Cai, and X. Lian. Interactive, topic-based visual text summarization and analysis. In CIKM, 2009.
    • (2009) CIKM
    • Liu, S.1    Zhou, M.X.2    Pan, S.3    Qian, W.4    Cai, W.5    Lian, X.6
  • 16
    • 56449123630 scopus 로고    scopus 로고
    • The dynamic hierarchical dirichlet process
    • L. Ren, D. B. Dunson, and L. Carin. The dynamic hierarchical Dirichlet process. ICML, 2008.
    • (2008) ICML
    • Ren, L.1    Dunson, D.B.2    Carin, L.3
  • 17
    • 72749086626 scopus 로고    scopus 로고
    • Multi-field correlated topic modeling
    • K. Salomatin, Y. Yang, and A. Lad. Multi-field correlated topic modeling. In SDM, 2009.
    • (2009) SDM
    • Salomatin, K.1    Yang, Y.2    Lad, A.3
  • 18
    • 0000720609 scopus 로고
    • A constructive definition of dirichlet priors
    • J. Sethuraman. A constructive definition of Dirichlet priors. Statistica Sinica, 4(2):639-650, 1994.
    • (1994) Statistica Sinica , vol.4 , Issue.2 , pp. 639-650
    • Sethuraman, J.1
  • 19
    • 67049162741 scopus 로고    scopus 로고
    • Collective latent dirichlet allocation
    • Z. Shen, J. Sun, and Y. Shen. Collective latent Dirichlet allocation. In ICDM, 2008.
    • (2008) ICDM
    • Shen, Z.1    Sun, J.2    Shen, Y.3
  • 21
    • 65449147147 scopus 로고    scopus 로고
    • Community evolution in dynamic multi-mode networks
    • L. Tang, H. Liu, J. Zhang, and Z. Nazeri. Community evolution in dynamic multi-mode networks. KDD, 2008.
    • (2008) KDD
    • Tang, L.1    Liu, H.2    Zhang, J.3    Nazeri, Z.4
  • 24
    • 77954201482 scopus 로고    scopus 로고
    • Hierarchical Bayesian nonparametric models with applications
    • N. Hjort, C. Holmes, P. Müller, and S. Walker, editors, To appear Cambridge University Press
    • Y. W. Teh and M. I. Jordan. Hierarchical Bayesian nonparametric models with applications. In N. Hjort, C. Holmes, P. Müller, and S. Walker, editors, To appear in Bayesian Nonparametrics: Principles and Practice. Cambridge University Press, 2009.
    • (2009) Bayesian Nonparametrics: Principles and Practice
    • Teh, Y.W.1    Jordan, M.I.2
  • 25
    • 80053284667 scopus 로고    scopus 로고
    • Continuous time dynamic topic models
    • C. Wang, D. Blei, and D. Heckerman. Continuous time dynamic topic models. In UAI, 2008.
    • (2008) UAI
    • Wang, C.1    Blei, D.2    Heckerman, D.3
  • 27
    • 33749565782 scopus 로고    scopus 로고
    • Topics over time: A non-Markov continuous-time model of topical trends
    • X. Wang and A. McCallum. Topics over time: A non-markov continuous-time model of topical trends. In KDD, 2006.
    • (2006) KDD
    • Wang, X.1    McCallum, A.2
  • 28
    • 36849036336 scopus 로고    scopus 로고
    • Mining correlated bursty topic patterns from coordinated text streams
    • X. Wang, C. Zhai, X. Hu, and R. Sproat. Mining correlated bursty topic patterns from coordinated text streams. In KDD, 2007.
    • (2007) KDD
    • Wang, X.1    Zhai, C.2    Hu, X.3    Sproat, R.4
  • 29
    • 70349089254 scopus 로고    scopus 로고
    • Mining common topics from multiple asynchronous text streams
    • X. Wang, K. Zhang, X. Jin, and D. Shen. Mining common topics from multiple asynchronous text streams. In WSDM, 2009.
    • (2009) WSDM
    • Wang, X.1    Zhang, K.2    Jin, X.3    Shen, D.4
  • 30
    • 67049138448 scopus 로고    scopus 로고
    • Dirichlet process based evolutionary clustering
    • T. Xu, Z. M. Zhang, P. S. Yu, and B. Long. Dirichlet process based evolutionary clustering. In ICDM, 2008.
    • (2008) ICDM
    • Xu, T.1    Zhang, Z.M.2    Yu, P.S.3    Long, B.4
  • 31
    • 67049114684 scopus 로고    scopus 로고
    • Evolutionary clustering by hierarchical dirichlet process with hidden Markov state
    • T. Xu, Z. M. Zhang, P. S. Yu, and B. Long. Evolutionary clustering by hierarchical Dirichlet process with hidden markov state. In ICDM, 2008.
    • (2008) ICDM
    • Xu, T.1    Zhang, Z.M.2    Yu, P.S.3    Long, B.4
  • 32
    • 78751698489 scopus 로고    scopus 로고
    • On-line evolutionary exponential family mixture
    • J. Zhang, Y. Song, G. Chen, and C. Zhang. On-line evolutionary exponential family mixture. In IJCAI, 2009.
    • (2009) IJCAI
    • Zhang, J.1    Song, Y.2    Chen, G.3    Zhang, C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.