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Volumn 2006, Issue , 2006, Pages 708-713

Class noise and supervised learning in medical domains: The effect of feature extraction

Author keywords

[No Author keywords available]

Indexed keywords

DATA REDUCTION; FEATURE EXTRACTION; LEARNING ALGORITHMS; MEDICAL APPLICATIONS;

EID: 33845594913     PISSN: 10637125     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMS.2006.65     Document Type: Conference Paper
Times cited : (100)

References (23)
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    • Gamberger, D.1    Lavrac, N.2    Dzeroski, S.3
  • 5
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    • Experiments with noise filtering in a medical domain
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    • Gamberger, D.1    Lavrac, N.2    Groselj, C.3
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    • Inductive and Bayesian learning in medical diagnosis
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    • Kononenko, I.1
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    • Mingers, J.1
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    • Nouri, F.M.1    Lincoln, N.B.2
  • 14
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    • Impact of the feature extraction on the performance of a classifier: KNN, naïve bayes and C4.5
    • LNAI 3501, Springer Verlag
    • M. Pechenizkiy, "Impact of the Feature Extraction on the Performance of a Classifier: kNN, Naïve Bayes and C4.5", In Proc. of 18th CSCSI Conference on Artificial Intelligence AI'05, LNAI 3501, Springer Verlag, 2005, pp. 268-279.
    • (2005) Proc. of 18th CSCSI Conference on Artificial Intelligence AI'05 , pp. 268-279
    • Pechenizkiy, M.1
  • 15
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    • The effect of noise on concept learning
    • Michalski, R.S., Carboneel, J.G. and Mitchell, T.M. (eds.), Morgan Kaufmann
    • J.R. Quinlan, "The Effect of Noise on Concept Learning", In Michalski, R.S., Carboneel, J.G. and Mitchell, T.M. (eds.), Machine Learning, Morgan Kaufmann, 1986.
    • (1986) Machine Learning
    • Quinlan, J.R.1
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    • Class noise vs. attribute noise: A quantitative study of their impacts
    • X. Zhu, and X. Wu, "Class noise vs. attribute noise: a quantitative study of their impacts", Artificial Intelligence Review 22 (3-4), 2004, pp. 177-210.
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    • Zhu, X.1    Wu, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.