메뉴 건너뛰기




Volumn 39, Issue 5, 2009, Pages 425-432

Hedged predictions for traditional Chinese chronic gastritis diagnosis with confidence machine

Author keywords

Chronic gastritis; Hedged prediction; Proximity measure; Random forest; Transductive confidence machine

Indexed keywords

CHRONIC GASTRITIS; HEDGED PREDICTION; PROXIMITY MEASURE; RANDOM FOREST; TRANSDUCTIVE CONFIDENCE MACHINE;

EID: 67349191538     PISSN: 00104825     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compbiomed.2009.02.002     Document Type: Article
Times cited : (21)

References (32)
  • 1
    • 57849110423 scopus 로고    scopus 로고
    • Thinking and approaches on treatment of chronic gastritis with integration of traditional Chinese and Western medicine
    • Niu H.Z., Wang R.X., and Lan S.M. Thinking and approaches on treatment of chronic gastritis with integration of traditional Chinese and Western medicine. Shandong Journal of Traditional Chinese Medicine 20 2 (2001) 70-72
    • (2001) Shandong Journal of Traditional Chinese Medicine , vol.20 , Issue.2 , pp. 70-72
    • Niu, H.Z.1    Wang, R.X.2    Lan, S.M.3
  • 3
    • 33750941213 scopus 로고    scopus 로고
    • Knowledge discovery in traditional Chinese medicine: state of the art and perspectives
    • Feng Y., Wu Z.H., and Zhou X.Z. Knowledge discovery in traditional Chinese medicine: state of the art and perspectives. Artificial Intelligence in Medicine 38 3 (2006) 219-236
    • (2006) Artificial Intelligence in Medicine , vol.38 , Issue.3 , pp. 219-236
    • Feng, Y.1    Wu, Z.H.2    Zhou, X.Z.3
  • 4
    • 63149137398 scopus 로고    scopus 로고
    • Current status and prospects of treatment of chronic gastritis with traditional Chinese medicine and integrated Chinese and Western medicine
    • Wei B.H. Current status and prospects of treatment of chronic gastritis with traditional Chinese medicine and integrated Chinese and Western medicine. Chinese Journal of Digestion 20 5 (2000) 295-296
    • (2000) Chinese Journal of Digestion , vol.20 , Issue.5 , pp. 295-296
    • Wei, B.H.1
  • 5
    • 63149197023 scopus 로고    scopus 로고
    • Exploration on intelligent model establishment of TCM syndrome differentiation standard
    • Hu J.L., and Li J.S. Exploration on intelligent model establishment of TCM syndrome differentiation standard. Liaoning Journal of Traditional Chinese Medicine 34 12 (2007) 1707-1709
    • (2007) Liaoning Journal of Traditional Chinese Medicine , vol.34 , Issue.12 , pp. 1707-1709
    • Hu, J.L.1    Li, J.S.2
  • 6
    • 38049055319 scopus 로고    scopus 로고
    • Combination of principal component analysis and Bayesian network and its application on syndrome classification for chronic gastritis in traditional Chinese medicine
    • F.M. Zou, C.J. Li, X.Q. Hu, C.L. Zhou, Combination of principal component analysis and Bayesian network and its application on syndrome classification for chronic gastritis in traditional Chinese medicine, in: Third International Conference on Natural Computation (ICNC 2007), pp. 588-592.
    • (2007) Third International Conference on Natural Computation (ICNC , pp. 588-592
    • Zou, F.M.1    Li, C.J.2    Hu, X.Q.3    Zhou, C.L.4
  • 8
    • 34249761849 scopus 로고
    • Learning Bayesian networks: the combination of knowledge and statistical data
    • Heckerman D., Geiger D., and Chickering D.M. Learning Bayesian networks: the combination of knowledge and statistical data. Machine Learning 20 3 (1995) 197-243
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 197-243
    • Heckerman, D.1    Geiger, D.2    Chickering, D.M.3
  • 11
    • 52149096877 scopus 로고    scopus 로고
    • An overview of algorithmic randomness and its application to reliable instance classification
    • 07-02, Universiteit Maastricht, The Netherlands
    • S. Vanderlooy, I.G. Sprinkhuizen-Kuyper, An overview of algorithmic randomness and its application to reliable instance classification, Technical Report MICC-IKAT 07-02, Universiteit Maastricht, The Netherlands, 2006.
    • (2006) Technical Report MICC-IKAT
    • Vanderlooy, S.1    Sprinkhuizen-Kuyper, I.G.2
  • 12
    • 52149115749 scopus 로고    scopus 로고
    • An off-line learning with transductive confidence machines: An empirical evaluation
    • Technical Report, MICC-IKAT 07-03, Universiteit Maastricht, Maastricht, The Netherlands
    • S. Vanderlooy, V. Laurens D. Maaten, An off-line learning with transductive confidence machines: an empirical evaluation, Technical Report, MICC-IKAT 07-03, Universiteit Maastricht, Maastricht, The Netherlands, 2007.
    • (2007)
    • Vanderlooy, S.1    Laurens, V.2    Maaten, D.3
  • 13
    • 0001902056 scopus 로고
    • Three approaches to the quantitative definition of information
    • Kolmogorov A.N. Three approaches to the quantitative definition of information. Problems of Information Transmission 1 (1965) 1-7
    • (1965) Problems of Information Transmission , vol.1 , pp. 1-7
    • Kolmogorov, A.N.1
  • 14
    • 18344371384 scopus 로고
    • The definition of random sequences
    • Martin-Lof P. The definition of random sequences. Information and Control 9 2 (1966) 602-619
    • (1966) Information and Control , vol.9 , Issue.2 , pp. 602-619
    • Martin-Lof, P.1
  • 15
    • 0006929279 scopus 로고
    • Uniform tests of randomness
    • Levin L.A. Uniform tests of randomness. Soviet Mathematics Doklady 17 4 (1976) 337-340
    • (1976) Soviet Mathematics Doklady , vol.17 , Issue.4 , pp. 337-340
    • Levin, L.A.1
  • 17
    • 33947281129 scopus 로고    scopus 로고
    • Hedging predictions in machine learning
    • Gammerman A., and Vovk V. Hedging predictions in machine learning. The Computer Journal 50 3 (2007) 151-177
    • (2007) The Computer Journal , vol.50 , Issue.3 , pp. 151-177
    • Gammerman, A.1    Vovk, V.2
  • 22
    • 33644631583 scopus 로고    scopus 로고
    • Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines
    • Bellotti T., Luo Z.Y., and Gammerman A. Qualified predictions for microarray and proteomics pattern diagnostics with confidence machines. International Journal of Neural Systems 66 4 (2005) 247-258
    • (2005) International Journal of Neural Systems , vol.66 , Issue.4 , pp. 247-258
    • Bellotti, T.1    Luo, Z.Y.2    Gammerman, A.3
  • 23
    • 0035478854 scopus 로고    scopus 로고
    • Random forests
    • Breiman L. Random forests. Machine Learning 45 3 (2001) 5-32
    • (2001) Machine Learning , vol.45 , Issue.3 , pp. 5-32
    • Breiman, L.1
  • 26
    • 30644464444 scopus 로고    scopus 로고
    • Gene selection and classification of microarray data using random forest
    • Díaz-Uriarte R., and AlvarezdeAndrés S. Gene selection and classification of microarray data using random forest. BMC Bioinformatics 17 2 (2006) 259-263
    • (2006) BMC Bioinformatics , vol.17 , Issue.2 , pp. 259-263
    • Díaz-Uriarte, R.1    AlvarezdeAndrés, S.2
  • 29
    • 35148876898 scopus 로고    scopus 로고
    • Distance metric learning: A comprehensive survey
    • Technical Report, Department of Computer Science and Engineering, University of Michigan State
    • L. Yang, R. Jin, Distance metric learning: a comprehensive survey, Technical Report, Department of Computer Science and Engineering, University of Michigan State, 2006.
    • (2006)
    • Yang, L.1    Jin, R.2
  • 32
    • 10444221886 scopus 로고    scopus 로고
    • Diversity creation methods: a survey and categorization
    • Brown G., Wyatt J., and Harris R. Diversity creation methods: a survey and categorization. Information Fusion 56 3 (2005) 5-20
    • (2005) Information Fusion , vol.56 , Issue.3 , pp. 5-20
    • Brown, G.1    Wyatt, J.2    Harris, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.