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Volumn 10, Issue 1, 2000, Pages 73-83

MML clustering of multi-state, Poisson, von Mises circular and Gaussian distributions

Author keywords

Classification; Clustering; Coding; Induction; Information theory; Intrinsic classification; Machine learning; Minimum message length; Mixture modelling; MML; Numerical taxonomy; Snob; Statistical inference; Unsupervised learning

Indexed keywords


EID: 0042184023     PISSN: 09603174     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008992619036     Document Type: Article
Times cited : (139)

References (70)
  • 2
    • 0041908169 scopus 로고    scopus 로고
    • Finding overlapping distributions with MML
    • Baxter R.A. and Oliver J.J. 1997. Finding overlapping distributions with MML. Statistics and Computing 10(1): 5-16.
    • (1997) Statistics and Computing , vol.10 , Issue.1 , pp. 5-16
    • Baxter, R.A.1    Oliver, J.J.2
  • 4
    • 0014516784 scopus 로고
    • The information content of a multistate distribution
    • Boulton D.M. and Wallace C.S. 1969. The information content of a multistate distribution. Journal of Theoretical Biology 23: 269-278.
    • (1969) Journal of Theoretical Biology , vol.23 , pp. 269-278
    • Boulton, D.M.1    Wallace, C.S.2
  • 5
    • 0014735616 scopus 로고
    • A program for numerical classification
    • Boulton D.M. and Wallace C.S. 1970. A program for numerical classification. Computer Journal 13: 63-69.
    • (1970) Computer Journal , vol.13 , pp. 63-69
    • Boulton, D.M.1    Wallace, C.S.2
  • 6
    • 0000685083 scopus 로고
    • An information measure for hierarchic classification
    • Boulton D.M. and Wallace C.S. 1973a. An information measure for hierarchic classification. The Computer Journal 16: 254-261.
    • (1973) The Computer Journal , vol.16 , pp. 254-261
    • Boulton, D.M.1    Wallace, C.S.2
  • 8
    • 0016541907 scopus 로고
    • An information measure for single-link classification
    • Boulton D.M. and Wallace. C.S. 1975. An information measure for single-link classification. The Computer Journal 18(3): 236-238.
    • (1975) The Computer Journal , vol.18 , Issue.3 , pp. 236-238
    • Boulton, D.M.1    Wallace, C.S.2
  • 15
    • 0041881301 scopus 로고    scopus 로고
    • Conceptual difficulties with the efficient market hypothesis: Towards a naturalized economics
    • Dowe D.L., Korb K.B., and Oliver J.J. (Eds.), Melbourne, Australia.World Scientific
    • Dowe D.L. and Korb K.B. 1996. Conceptual difficulties with the efficient market hypothesis: towards a naturalized economics. In: Dowe D.L., Korb K.B., and Oliver J.J. (Eds.), Proceedings of the Information, Statistics and Induction in Science (ISIS) Conference, Melbourne, Australia.World Scientific, pp. 212-223.
    • (1996) Proceedings of the Information, Statistics and Induction in Science (ISIS) Conference , pp. 212-223
    • Dowe, D.L.1    Korb, K.B.2
  • 17
    • 84949236742 scopus 로고    scopus 로고
    • MML estimation of the parameters of the spherical Fisher distribution
    • Sharma A. et al. (Eds.), LNAI 1160, Sydney, Australia
    • Dowe D.L., Oliver J.J., and Wallace C.S. 1996. MML estimation of the parameters of the spherical Fisher distribution. In: Sharma A. et al. (Eds.), Proc. 7th Conf. Algorithmic Learning Theory (ALT'96), LNAI 1160, Sydney, Australia, pp. 213-227.
    • (1996) Proc. 7th Conf. Algorithmic Learning Theory (ALT'96) , pp. 213-227
    • Dowe, D.L.1    Oliver, J.J.2    Wallace, C.S.3
  • 19
    • 0041881295 scopus 로고    scopus 로고
    • Kolmogorov complexity, minimum message lenth and inverse learning
    • Gold Coast, Qld., Australia
    • Dowe D.L. and Wallace C.S. 1998. Kolmogorov complexity, minimum message lenth and inverse learning. In: Proc. 14th Australian Statistical Conference (ASC-14), Gold Coast, Qld., Australia, pp. 144.
    • (1998) Proc. 14th Australian Statistical Conference (ASC-14) , pp. 144
    • Dowe, D.L.1    Wallace, C.S.2
  • 20
    • 0041380450 scopus 로고    scopus 로고
    • Unsupervised markov classification of sequenced data using MML
    • McDonald C. (Ed.), Singapore. Springer-Verlag, ISBN: 981-3083-90-5
    • Edgoose T.C. and Allison L. 1998. Unsupervised markov classification of sequenced data using MML. In: McDonald C. (Ed.), Proc. 21st Australasian Computer Science Conference (ACSC'98), Singapore. Springer-Verlag, ISBN: 981-3083-90-5, pp. 81-94.
    • (1998) Proc. 21st Australasian Computer Science Conference (ACSC'98) , pp. 81-94
    • Edgoose, T.C.1    Allison, L.2
  • 21
    • 0031626724 scopus 로고    scopus 로고
    • An MML classification of protein structure that knows about angles and sequences
    • HI, U.S.A.
    • Edgoose T.C., Allison L., and Dowe D.L. 1998. An MML classification of protein structure that knows about angles and sequences. In: Proc. 3rd Pacific Symp. Biocomp. (PSB-98) HI, U.S.A., pp. 585-596.
    • (1998) Proc. 3rd Pacific Symp. Biocomp. (PSB-98) , pp. 585-596
    • Edgoose, T.C.1    Allison, L.2    Dowe, D.L.3
  • 26
    • 0006441254 scopus 로고    scopus 로고
    • Mclust: Software for model-based clustering and discriminant analysis
    • Technical Report TR 342, Department of Statistics, Univeristy of Washington, U.S.A. to appear
    • Fraley C. and Raftery A.E. 1998. Mclust: software for model-based clustering and discriminant analysis. Technical Report TR 342, Department of Statistics, Univeristy of Washington, U.S.A. Journal of Classification, to appear.
    • (1998) Journal of Classification
    • Fraley, C.1    Raftery, A.E.2
  • 29
    • 0000208338 scopus 로고    scopus 로고
    • Mixture modelling clustering of data sets with categorical and continous variables
    • Dowe D.L., Korb K.B., and Oliver J.J. (Eds.), Melbourne, Australia. World Scientific
    • Jorgensen M.A. and Hunt L.A. 1996. Mixture modelling clustering of data sets with categorical and continous variables. In: Dowe D.L., Korb K.B., and Oliver J.J. (Eds.), Proceedings of the Information, Statistics and Induction in Science (ISIS) Conference, Melbourne, Australia. World Scientific, pp. 375-384.
    • (1996) Proceedings of the Information, Statistics and Induction in Science (ISIS) Conference , pp. 375-384
    • Jorgensen, M.A.1    Hunt, L.A.2
  • 30
    • 0031122049 scopus 로고    scopus 로고
    • An experimental and theoretical comparison of model selection methods
    • Kearns M., Mansour Y., Ng A.Y., and Ron D. 1997. An experimental and theoretical comparison of model selection methods. Machine Learning 27: 7-50.
    • (1997) Machine Learning , vol.27 , pp. 7-50
    • Kearns, M.1    Mansour, Y.2    Ng, A.Y.3    Ron, D.4
  • 37
    • 0007300808 scopus 로고    scopus 로고
    • Technical Report 9815, Dept. of Statistics and Dept. of Computer Science, University of Toronto, Canada
    • Neal R.M. 1998. Markov chain sampling methods for dirichlet process mixture models. Technical Report 9815, Dept. of Statistics and Dept. of Computer Science, University of Toronto, Canada, pp. 17.
    • (1998) Markov Chain Sampling Methods for Dirichlet Process Mixture Models , pp. 17
    • Neal, R.M.1
  • 38
    • 0001831031 scopus 로고
    • Consistent estimates based on partially consistent observations
    • Neyman J. and Scott E.L. 1948. Consistent estimates based on partially consistent observations. Econometrika 16: 1-32.
    • (1948) Econometrika , vol.16 , pp. 1-32
    • Neyman, J.1    Scott, E.L.2
  • 40
    • 0041881299 scopus 로고    scopus 로고
    • Minimum message length mixture modelling of spherical von Mises-Fisher distributions
    • Sydney, Australia
    • Oliver J.J. and Dowe D.L. 1996. Minimum message length mixture modelling of spherical von Mises-Fisher distributions. In: Proc. Sydney International Statistical Congress (SISC-96), Sydney, Australia, p. 198.
    • (1996) Proc. Sydney International Statistical Congress (SISC-96) , pp. 198
    • Oliver, J.J.1    Dowe, D.L.2
  • 41
    • 0042883420 scopus 로고
    • Technical report TR 151, Dept. of Computer Science, Monash University, Clayton, Victoria 3168, Australia
    • Patrick J.D. 1991. Snob: A program for discriminating between classes. Technical report TR 151, Dept. of Computer Science, Monash University, Clayton, Victoria 3168, Australia.
    • (1991) Snob: A Program for Discriminating between Classes
    • Patrick, J.D.1
  • 42
    • 3543132399 scopus 로고    scopus 로고
    • Are there subgroups within the autistic spectrum? A cluster analysis of a group of children with autistic spectrum disorders
    • Prior M., Eisenmajer R., Leekam S., Wing L., Gould J., Ong B., and Dowe D.L. 1998. Are there subgroups within the autistic spectrum? A cluster analysis of a group of children with autistic spectrum disorders. J. child Psychol. Psychiat. 39(6): 893-902.
    • (1998) J. Child Psychol. Psychiat. , vol.39 , Issue.6 , pp. 893-902
    • Prior, M.1    Eisenmajer, R.2    Leekam, S.3    Wing, L.4    Gould, J.5    Ong, B.6    Dowe, D.L.7
  • 43
    • 0018015137 scopus 로고
    • Modeling by shortest data description
    • Rissanen. J.J. 1978. Modeling by shortest data description. Automatica, 14: 465-471.
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.J.1
  • 46
    • 0001475895 scopus 로고
    • A graphical technique for determining the number of components in a mixture of normals
    • Roeder K. 1994. A graphical technique for determining the number of components in a mixture of normals. Journal of the American Statistical Association 89(426): 487-495.
    • (1994) Journal of the American Statistical Association , vol.89 , Issue.426 , pp. 487-495
    • Roeder, K.1
  • 47
    • 0017846359 scopus 로고
    • Estimation of the concentration parameter in von Mises-Fisher distributions
    • Schou G. 1978. Estimation of the concentration parameter in von Mises-Fisher distributions. Biometrika 65: 369-377.
    • (1978) Biometrika , vol.65 , pp. 369-377
    • Schou, G.1
  • 48
    • 4544279425 scopus 로고
    • A formal theory of inductive inference
    • Solomonoff R.J. 1964. A formal theory of inductive inference. Information and Control 7: 1-22, 224-254.
    • (1964) Information and Control , vol.7 , pp. 1-22
    • Solomonoff, R.J.1
  • 49
    • 0038860858 scopus 로고
    • The discovery of algorithmic probability: A guide for the programming of true creativity
    • Vitanyi P. (Ed.), Springer-Verlag
    • Solomonoff R.J. 1995. The discovery of algorithmic probability: A guide for the programming of true creativity. In: Vitanyi P. (Ed.), Computational Learning Theory: EuroCOLT'95. Springer-Verlag, pp. 1-22.
    • (1995) Computational Learning Theory: EuroCOLT'95 , pp. 1-22
    • Solomonoff, R.J.1
  • 50
    • 0003202407 scopus 로고
    • Autoclass: A Bayesian approach to classfication
    • Skilling J. and Subuiso S. (Eds.), Dordrecht, Kluwer academic
    • Stutz J. and Cheeseman P. 1994. Autoclass: A Bayesian approach to classfication. In: Skilling J. and Subuiso S. (Eds.), Maximum Entropy and Bayesian Methods. Dordrecht, Kluwer academic.
    • (1994) Maximum Entropy and Bayesian Methods
    • Stutz, J.1    Cheeseman, P.2
  • 57
    • 0007682105 scopus 로고
    • Classfication by Minimum Message Length inference
    • Goos G. and Hartmanis J. (Eds.), Berlin, Springer-Verlag
    • Wallace C.S. 1990. Classfication by Minimum Message Length inference. In: Goos G. and Hartmanis J. (Eds.), Advances in Computing and Information - ICCI'90. Berlin, Springer-Verlag, pp. 72-81.
    • (1990) Advances in Computing and Information - ICCI'90 , pp. 72-81
    • Wallace, C.S.1
  • 58
    • 0004248841 scopus 로고
    • Multiple factor analysis by MML estimation
    • Technical Report 95/218, Dept. of Computer Science, Monash University, Clayton, Victoria 3168, Australia. to appear
    • Wallace C.S. 1995. Multiple factor analysis by MML estimation. Technical Report 95/218, Dept. of Computer Science, Monash University, Clayton, Victoria 3168, Australia. J. Multiv. Analysis, (to appear).
    • (1995) J. Multiv. Analysis
    • Wallace, C.S.1
  • 59
    • 0009424855 scopus 로고
    • False Oracles and SMML Estimators
    • Dowe D.L., Korb K.B., and Oliver J.J. (Eds.), Melbourne, Australia. World Scientific, Tech Rept 89/128, Dept. Comp. Sci., Monash Univ., Australia
    • Wallace C.S. 1989. False Oracles and SMML Estimators. In: Dowe D.L., Korb K.B., and Oliver J.J. (Eds.), Proceedings of the Information, Statistics and Induction in science (ISIS) Conference, Melbourne, Australia. World Scientific, pp. 304-316, Tech Rept 89/128, Dept. Comp. Sci., Monash Univ., Australia.
    • (1989) Proceedings of the Information, Statistics and Induction in Science (ISIS) Conference , pp. 304-316
    • Wallace, C.S.1
  • 60
    • 0032261591 scopus 로고    scopus 로고
    • Intrinsic Classification of Spatially-Correlated Data
    • Wallace C.S. 1998. Intrinsic Classification of Spatially-Correlated Data. Computer Journal 41 (8): 602-611.
    • (1998) Computer Journal , vol.41 , Issue.8 , pp. 602-611
    • Wallace, C.S.1
  • 61
    • 0000107517 scopus 로고
    • An information measure for classification
    • Wallace C.S. and Boulton D.M. 1968. An information measure for classification. Computer Journal 11: 185-194.
    • (1968) Computer Journal , vol.11 , pp. 185-194
    • Wallace, C.S.1    Boulton, D.M.2
  • 63
    • 0005647934 scopus 로고
    • MML estimation of the von Mises concentration parameter
    • Technical Report TR 93/193, Dept. of Comp. Sci., Monash Univ., Clayton 3168, Australia prov. accepted
    • Wallace C.S. and Dowe D.L. 1993. MML estimation of the von Mises concentration parameter. Technical Report TR 93/193, Dept. of Comp. Sci., Monash Univ., Clayton 3168, Australia. Aust. and N.Z. J. Stat, prov. accepted.
    • (1993) Aust. and N.Z. J. Stat
    • Wallace, C.S.1    Dowe, D.L.2
  • 64
    • 0042115484 scopus 로고
    • Estimation of the von Mises concentration parameter using minimum message length
    • Monash University, Australia
    • Wallace C.S. and Dowe D.L. 1994. Estimation of the von Mises concentration parameter using minimum message length. In: Proc. 12th Australian Statistical Soc. Conf., Monash University, Australia.
    • (1994) Proc. 12th Australian Statistical Soc. Conf.
    • Wallace, C.S.1    Dowe, D.L.2
  • 65
    • 0008137501 scopus 로고
    • Intrinsic classification by MML -the Snob program
    • Zhang C. et al. (Eds.), World Scientific, Singapore
    • Wallace C.S. and Dowe D.L. 1994. Intrinsic classification by MML -the Snob program. In: Zhang C. et al. (Eds.), Proc. 7th Australia Joint Conf. on Artif. Intelligence. World Scientific, Singapore, pp. 37-44. See http://www.csse.monash.edu.au/-dld/Snob.html.
    • (1994) Proc. 7th Australia Joint Conf. on Artif. Intelligence , pp. 37-44
    • Wallace, C.S.1    Dowe, D.L.2
  • 66
    • 0042883422 scopus 로고    scopus 로고
    • MML mixture modelling of Multistate, Poisson, von Mises circular and Gaussian distributions
    • Sydney, Australia
    • Wallace C.S. and Dowe D.L. 1996. MML mixture modelling of Multistate, Poisson, von Mises circular and Gaussian distributions. In: Proc. Sydney International Statistical Congress (SISC-96), Sydney, Australia, p. 197.
    • (1996) Proc. Sydney International Statistical Congress (SISC-96) , pp. 197
    • Wallace, C.S.1    Dowe, D.L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.