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Volumn , Issue , 2004, Pages 1561-1564

A new model selection criterion based on information geometry

Author keywords

Geometric complexity; Geometric fitness; Information geometry; Model selection

Indexed keywords

COMPUTATIONAL COMPLEXITY; INFORMATION ANALYSIS; MATHEMATICAL MODELS; NEURAL NETWORKS; PROBABILITY DISTRIBUTIONS; STOCHASTIC CONTROL SYSTEMS;

EID: 10444281569     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper
Times cited : (3)

References (11)
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    • Yuhong Yang, Barron, A.R. An asymptotic property of model selection criteria. IEEE Transactions on Information Theory, Vol. 44, Jan. 1998, 95-116.
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    • Yang, Y.1    Barron, A.R.2
  • 4
    • 0041683330 scopus 로고    scopus 로고
    • A comparison of scientific and engineering criteria for bayesian model selection
    • D. Heckerman. A Comparison of Scientific and Engineering Criteria for Bayesian Model Selection. Statistics and Computing, 2000, 10,55-62.
    • (2000) Statistics and Computing , vol.10 , pp. 55-62
    • Heckerman, D.1
  • 5
    • 0029777083 scopus 로고    scopus 로고
    • Fisher information and stochastic complexity
    • Rissanen, J. Fisher information and stochastic complexity. IEEE Trans. on Inf., 42, 1996,40-47.
    • (1996) IEEE Trans. on Inf. , vol.42 , pp. 40-47
    • Rissanen, J.1
  • 6
    • 0000747992 scopus 로고
    • On the Information-based measure of covariance complexity and its application to the evaluation of multivariate linear models
    • Bozdogan, H. On the Information-based Measure of Covariance Complexity and its Application to the Evaluation of Multivariate Linear Models. Communications in Statistics, Theory and Methods, A19 No. 1, 1990, 221-278.
    • (1990) Communications in Statistics, Theory and Methods , vol.A19 , Issue.1 , pp. 221-278
    • Bozdogan, H.1
  • 7
    • 0032183995 scopus 로고    scopus 로고
    • The minimum description length principle in coding and modeling
    • Oct.
    • A. R. Barron, J. Rissanen, and B. Yu. The minimum description length principle in coding and modeling. IEEE Transactions on Information Theory, vol. 44, Oct. 1998,2743-2760.
    • (1998) IEEE Transactions on Information Theory , vol.44 , pp. 2743-2760
    • Barron, A.R.1    Rissanen, J.2    Yu, B.3
  • 8
    • 7744225013 scopus 로고    scopus 로고
    • Analysis of different model selection criteria
    • Bojan Kverh,Tomas Pajdla. Analysis of Different Model Selection Criteria. Technical Report, http://citeseer.nj.nec.com/kverh99analysis.html.
    • Technical Report
    • Kverh, B.1    Pajdla, T.2
  • 10
    • 7744241602 scopus 로고    scopus 로고
    • Research and analysis of neural field global architecture and increase ability
    • in Chinese
    • Luo SW, Wen JW. Research and Analysis of Neural Field Global Architecture and Increase Ability. Journal of Computer Research and Development, Vol.40,No.5, 2003, 668-674, (in Chinese).
    • (2003) Journal of Computer Research and Development , vol.40 , Issue.5 , pp. 668-674
    • Luo, S.W.1    Wen, J.W.2
  • 11
    • 0039908130 scopus 로고
    • Information geometric measurements of generalisation
    • Aug.
    • Huaiyu Zhu, Richard Rohwer. Information Geometric Measurements of Generalisation. Technical Report NCRG/4350,Aug. 1995.
    • (1995) Technical Report , vol.NCRG-4350
    • Zhu, H.1    Rohwer, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.