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Volumn 2762, Issue , 2003, Pages 254-265

Using rules to analyse bio-medical data: A comparison between C4.5 and PCL

Author keywords

[No Author keywords available]

Indexed keywords

DECISION TREES; INFORMATION MANAGEMENT;

EID: 35248899494     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-45160-0_25     Document Type: Review
Times cited : (36)

References (18)
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    • Irvine, CA: University of California, Department of Information and Computer Science
    • C.L. Blake and P.M. Murphy. The UCI machine learning repository. [http://www.cs. uci.edu/∼mlearn/MLRepository.html]. In Irvine, CA: University of California, Department of Information and Computer Science, 1998.
    • (1998) The UCI Machine Learning Repository.
    • Blake, C.L.1    Murphy, P.M.2
  • 3
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Leo Breiman. Bagging predictors. Machine Learning, 24:123-140, 1996.
    • (1996) Machine Learning , vol.24 , pp. 123-140
    • Breiman, L.1
  • 4
    • 0002034653 scopus 로고    scopus 로고
    • Efficient mining of emerging patterns: Discovering trends and differences
    • Surajit Chaudhuri and David Madigan, editors, San Diego, CA, ACM Press
    • Guozhu Dong and Jinyan Li. Efficient mining of emerging patterns: Discovering trends and differences. In Surajit Chaudhuri and David Madigan, editors, Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pages 43-52, San Diego, CA, 1999. ACM Press.
    • (1999) Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , pp. 43-52
    • Dong, G.1    Li, J.2
  • 9
    • 0036735386 scopus 로고    scopus 로고
    • Translation of microarray data into clinically relevant cancer diagnostic tests using gene expression ratios in lung cancer and mesothelioma
    • Gavin J. Gordon, Roderick V. Jensen, Li-Li Hsiao, Steven R. Gullans, Joshua E. Blumenstock, Sridhar Ramaswamy, William G. Richards, David J. Sugarbaker, and Raphael Bueno. Translation of microarray data into clinically relevant cancer diagnostic tests using gene expression ratios in lung cancer and mesothelioma. Cancer Research, 62:4963-4967, 2002.
    • (2002) Cancer Research , vol.62 , pp. 4963-4967
    • Gordon, G.J.1    Jensen, R.V.2    Hsiao, L.-L.3    Gullans, S.R.4    Blumenstock, J.E.5    Ramaswamy, S.6    Richards, W.G.7    Sugarbaker, D.J.8    Bueno, R.9
  • 10
    • 0037245821 scopus 로고    scopus 로고
    • Simple rules underlying gene expression profiles of more than six subtypes of acute lymphoblastic leukemia (ALL) patients
    • Jinyan Li, Huiqing Liu, James R. Downing, Allen Eng-Juh Yeoh, and Limsoon Wong. Simple rules underlying gene expression profiles of more than six subtypes of acute lymphoblastic leukemia (ALL) patients. Bioinformatics, 19:71 -78, 2003.
    • (2003) Bioinformatics , vol.19 , pp. 71-78
    • Li, J.1    Liu, H.2    Downing, J.R.3    Yeoh, A.E.-J.4    Wong, L.5
  • 12
    • 0036083435 scopus 로고    scopus 로고
    • Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns
    • Jinyan Li and Limsoon Wong. Identifying good diagnostic gene groups from gene expression profiles using the concept of emerging patterns. Bioinformatics, 18:725-734, 2002.
    • (2002) Bioinformatics , vol.18 , pp. 725-734
    • Li, J.1    Wong, L.2
  • 13
    • 35248901411 scopus 로고    scopus 로고
    • Solving the fragmentation problem of decision trees by discovering boundary emerging patterns
    • Maebashi City, Japan, IEEE Computer Society
    • Jinyan Li and Limsoon Wong. Solving the fragmentation problem of decision trees by discovering boundary emerging patterns. In Proceedings of 2002 IEEE International Conference on Data Mining (ICDM 2002), pages 653 - 656, Maebashi City, Japan, 2002. IEEE Computer Society.
    • (2002) Proceedings of 2002 IEEE International Conference on Data Mining (ICDM 2002) , pp. 653-656
    • Li, J.1    Wong, L.2
  • 14
    • 0025389210 scopus 로고
    • Boolean feature discovery in empirical learning
    • Giulia Pagallo and David Haussler. Boolean feature discovery in empirical learning. Machine Learning, 5:71-99, 1990.
    • (1990) Machine Learning , vol.5 , pp. 71-99
    • Pagallo, G.1    Haussler, D.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.