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Volumn 20, Issue 3, 2008, Pages 289-299

Using incremental PLSI for threshold-resilient online event analysis

Author keywords

Clustering; Online event analysis; Probabilistic algorithms; Text mining

Indexed keywords

ALGORITHMS; INFORMATION ANALYSIS; PROBLEM SOLVING; REAL TIME SYSTEMS; SEMANTICS;

EID: 38749103565     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2007.190702     Document Type: Article
Times cited : (60)

References (22)
  • 3
    • 0034794874 scopus 로고    scopus 로고
    • Topic Segmentation with an Aspect Hidden Markov Model
    • D.M. Blei and P.J. Moreno, "Topic Segmentation with an Aspect Hidden Markov Model," Proc. ACM SIGIR '01, 2001.
    • (2001) Proc. ACM SIGIR '01
    • Blei, D.M.1    Moreno, P.J.2
  • 8
    • 3042705201 scopus 로고    scopus 로고
    • WB Croft and J. Lafferty, eds. Kluwer Academic Publishers
    • Language Modeling and Information Retrieval, WB Croft and J. Lafferty, eds. Kluwer Academic Publishers, 2003.
    • (2003) Language Modeling and Information Retrieval
  • 9
    • 0002629270 scopus 로고
    • Maximum Likelihood from Incomplete Data via the EM Algorithm
    • A.P. Dempster, N.M. Laird, and D.B. Rubin, "Maximum Likelihood from Incomplete Data via the EM Algorithm," J. Royal Statistical Soc. B, vol. 39, pp. 1-38, 1977.
    • (1977) J. Royal Statistical Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 10
    • 85026972772 scopus 로고    scopus 로고
    • Probabilistic Latent Semantic Indexing
    • 99
    • T. Hofmann, "Probabilistic Latent Semantic Indexing," Proc. ACM SIGIR '99, 1999.
    • (1999) Proc. ACM SIGIR
    • Hofmann, T.1
  • 11
    • 0034818212 scopus 로고    scopus 로고
    • Unsupervised Learning by Probabilistic Latent Semantic Analysis
    • T. Hofmann, "Unsupervised Learning by Probabilistic Latent Semantic Analysis," Machine Learning, vol. 42, pp. 177-196, 2001.
    • (2001) Machine Learning , vol.42 , pp. 177-196
    • Hofmann, T.1
  • 12
    • 12244301212 scopus 로고    scopus 로고
    • Web Usage Mining Based on Probabilistic Latent Semantic Analysis
    • X. Jin, Y. Zhou, and B. Mobasher, "Web Usage Mining Based on Probabilistic Latent Semantic Analysis," Proc. ACM SIGKDD '04, 2004.
    • (2004) Proc. ACM SIGKDD '04
    • Jin, X.1    Zhou, Y.2    Mobasher, B.3
  • 13
    • 84885589518 scopus 로고    scopus 로고
    • A Probabilistic Model for Retrospective News Event Detection
    • Z.W. Li, B. Wang, M.J. Li, and W.Y. Ma, "A Probabilistic Model for Retrospective News Event Detection," Proc. ACM SIGIR '05, 2005.
    • (2005) Proc. ACM SIGIR '05
    • Li, Z.W.1    Wang, B.2    Li, M.J.3    Ma, W.Y.4
  • 15
    • 29244457315 scopus 로고    scopus 로고
    • Discovering Evolutionary Theme Patterns from Text: An Exploration of Temporal Text Mining
    • Q. Mei and C.X. Zhai, "Discovering Evolutionary Theme Patterns from Text: An Exploration of Temporal Text Mining," Proc. ACM SIGKDD '05, 2005.
    • (2005) Proc. ACM SIGKDD '05
    • Mei, Q.1    Zhai, C.X.2
  • 16
    • 12244292946 scopus 로고    scopus 로고
    • Tracking Dynamics of Topic Trends Using a Finite Mixture Model
    • S. Morinaga and K. Yamanishi, "Tracking Dynamics of Topic Trends Using a Finite Mixture Model," Proc. ACM SIGKDD '04, 2004.
    • (2004) Proc. ACM SIGKDD '04
    • Morinaga, S.1    Yamanishi, K.2
  • 19
    • 0032264627 scopus 로고    scopus 로고
    • A Study on Retrospective and Online Event Detection
    • 98
    • Y. Yang, T. Pierce, and J. Carbonell, "A Study on Retrospective and Online Event Detection," Proc. ACM SIGIR '98, 1998.
    • (1998) Proc. ACM SIGIR
    • Yang, Y.1    Pierce, T.2    Carbonell, J.3
  • 20
    • 38749153470 scopus 로고    scopus 로고
    • New Event Detection with Nearest Neighbor, Support Vector Machines and Kernel Regression,
    • Technical Report CMU-CS-04-118 CMU-LTI-04-180, Carnegie Mellon Univ
    • J. Zhang, Y. Yang, and J. Carbonell, "New Event Detection with Nearest Neighbor, Support Vector Machines and Kernel Regression," Technical Report CMU-CS-04-118 (CMU-LTI-04-180), Carnegie Mellon Univ., 2007.
    • (2007)
    • Zhang, J.1    Yang, Y.2    Carbonell, J.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.