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Volumn 6, Issue , 2005, Pages

A Bayesian model for supervised clustering with the dirichlet process prior

Author keywords

Citation matching; Coreference; Dirichlet process; Non parametric Bayesian; Record linkage; Supervised clustering

Indexed keywords

ALGORITHMS; MARKOV PROCESSES; MONTE CARLO METHODS; PARAMETER ESTIMATION; PROBLEM SOLVING; SET THEORY; SUPERVISORY AND EXECUTIVE PROGRAMS;

EID: 25444485701     PISSN: 15337928     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (32)

References (36)
  • 1
    • 0000708831 scopus 로고
    • Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems
    • November
    • Charles E. Antoniak. Mixtures of Dirichlet processes with applications to Bayesian nonparametric problems. The Annals of Statistics, 2(6): 1152-1174, November 1974.
    • (1974) The Annals of Statistics , vol.2 , Issue.6 , pp. 1152-1174
    • Antoniak, C.E.1
  • 6
    • 0002617436 scopus 로고
    • Ferguson distributions via Pòlya urn schemes
    • March
    • David Blackwell and James B. MacQueen. Ferguson distributions via Pòlya urn schemes. The Annals of Statistics, 1(2):353-355, March 1973.
    • (1973) The Annals of Statistics , vol.1 , Issue.2 , pp. 353-355
    • Blackwell, D.1    MacQueen, J.B.2
  • 7
    • 84867186048 scopus 로고    scopus 로고
    • Variational inference for Dirichlet process mixtures
    • August
    • David Blei and Michael I. Jordan. Variational inference for Dirichlet process mixtures. Bayesian Analysis, 1(1):121-144, August 2005.
    • (2005) Bayesian Analysis , vol.1 , Issue.1 , pp. 121-144
    • Blei, D.1    Jordan, M.I.2
  • 9
    • 0242540438 scopus 로고    scopus 로고
    • Learning to match and cluster large high-dimensional data sets for data integration
    • William Cohen and Jacob Richman. Learning to match and cluster large high-dimensional data sets for data integration. In KDD, 2002.
    • (2002) KDD
    • Cohen, W.1    Richman, J.2
  • 10
    • 0344303377 scopus 로고    scopus 로고
    • Ontology matching: A machine learning approach
    • S. Staab and R. Studer, editors. Springer-Velag
    • Anhai Doan, Jayant Madhavan, Pedro Domingos, and Alon Halevy. Ontology matching: A machine learning approach. In S. Staab and R. Studer, editors, Handbook on Ontologies in Information Systems, pages 397-416. Springer-Velag, 2004.
    • (2004) Handbook on Ontologies in Information Systems , pp. 397-416
    • Doan, A.1    Madhavan, J.2    Domingos, P.3    Halevy, A.4
  • 11
    • 21344479762 scopus 로고
    • Estimating normal means with a Dirichlet process prior
    • March
    • Michael D. Escobar. Estimating normal means with a Dirichlet process prior. Journal of the American Statistical Association (JASA), 89(425):268-277, March 1994.
    • (1994) Journal of the American Statistical Association (JASA) , vol.89 , Issue.425 , pp. 268-277
    • Escobar, M.D.1
  • 12
    • 0001120413 scopus 로고
    • A Bayesian analysis of some nonparametric problems
    • March
    • Thomas S. Ferguson. A Bayesian analysis of some nonparametric problems. The Annals of Statistics, 1(2):209-230, March 1973.
    • (1973) The Annals of Statistics , vol.1 , Issue.2 , pp. 209-230
    • Ferguson, T.S.1
  • 13
    • 0000780135 scopus 로고
    • Prior distributions on spaces of probability measures
    • July
    • Thomas S. Ferguson. Prior distributions on spaces of probability measures. The Annals of Statistics, 2(4):615-629, July 1974.
    • (1974) The Annals of Statistics , vol.2 , Issue.4 , pp. 615-629
    • Ferguson, T.S.1
  • 14
    • 0001787029 scopus 로고
    • Bayesian density estimation by mixtures of normal distribution
    • H. Rizvi and J. Rustagi, editors. Academic Press
    • Thomas S. Ferguson. Bayesian density estimation by mixtures of normal distribution. In H. Rizvi and J. Rustagi, editors, Recent Advances in Statistics, pages 287-303. Academic Press, 1983.
    • (1983) Recent Advances in Statistics , pp. 287-303
    • Ferguson, T.S.1
  • 17
    • 0010441096 scopus 로고    scopus 로고
    • A split-merge markov chain Monte Carlo procedure for the Dirichlet process mixture model
    • University of Toronto, Department of Statistics
    • Sonia Jain and Radford M. Neal. A split-merge markov chain Monte Carlo procedure for the Dirichlet process mixture model. Technical Report 2003, University of Toronto, Department of Statistics, 2003.
    • (2003) Technical Report 2003
    • Jain, S.1    Neal, R.M.2
  • 20
    • 0034592784 scopus 로고    scopus 로고
    • Efficient clustering of high-dimensional data sets with application to reference matching
    • Andrew McCallum, Kamal Nigam, and Lyle Ungar. Efficient clustering of high-dimensional data sets with application to reference matching. In KDD, 2000.
    • (2000) KDD
    • McCallum, A.1    Nigam, K.2    Ungar, L.3
  • 24
    • 25444437599 scopus 로고    scopus 로고
    • An efficient domain-independent algorithm for detecting approximately duplicate database records
    • Alvaro E. Monge and Charles Elkan. An efficient domain-independent algorithm for detecting approximately duplicate database records. In KDD, 1997.
    • (1997) KDD
    • Monge, A.E.1    Elkan, C.2
  • 25
    • 0007300808 scopus 로고    scopus 로고
    • Markov chain sampling methods for Dirichlet process mixture models
    • University of Toronto, September
    • Radford M. Neal. Markov chain sampling methods for Dirichlet process mixture models. Technical Report 9815, University of Toronto, September 1998.
    • (1998) Technical Report , vol.9815
    • Neal, R.M.1
  • 27
  • 31
    • 0039891959 scopus 로고    scopus 로고
    • A machine learning approach to coreference resolution of noun phrases
    • Wee Meng Soon, Hwee Tou Ng, and Daniel Chung Yong Lim. A machine learning approach to coreference resolution of noun phrases. Computational Linguistics, 27(4):521 - 544, 2001.
    • (2001) Computational Linguistics , vol.27 , Issue.4 , pp. 521-544
    • Wee Meng Soon1    Hwee Tou Ng2    Lim, D.C.Y.3
  • 33
    • 25444464985 scopus 로고
    • USPS digits database
    • Made available by the USPS Office of Advanced Technology
    • USPS digits database. United states postal service handwritten zip code database. Made available by the USPS Office of Advanced Technology, 1987.
    • (1987) United States Postal Service Handwritten Zip Code Database
  • 34
    • 0040830539 scopus 로고
    • Hyperparameter estimation in Dirichlet process mixture models
    • Duke University
    • Mike West. Hyperparameter estimation in Dirichlet process mixture models. ISDS Discussion Paper #92-A03, 1992. Duke University.
    • (1992) ISDS Discussion Paper #92-A03
    • West, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.