메뉴 건너뛰기




Volumn 80, Issue 9-10, 2010, Pages 816-824

A clustering-based discretization for supervised learning

Author keywords

Binning; Clustering; Discretization; Supervised learning

Indexed keywords


EID: 77949839781     PISSN: 01677152     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.spl.2010.01.015     Document Type: Article
Times cited : (51)

References (23)
  • 4
    • 37749034335 scopus 로고
    • On changing continuous attributes into ordered discrete attributes
    • Kodratoff Y. (Ed), Springer-Verlag, Berlin Germany
    • Catlett J. On changing continuous attributes into ordered discrete attributes. In: Kodratoff Y. (Ed). Proceeding of the European Working Session on Learning (1991), Springer-Verlag, Berlin Germany 164-178
    • (1991) Proceeding of the European Working Session on Learning , pp. 164-178
    • Catlett, J.1
  • 5
  • 7
    • 0001938244 scopus 로고
    • Supervised and unsupervised discretization of continuous features
    • Dougherty J., Kohavi R., and Sahami M. Supervised and unsupervised discretization of continuous features. Machine Learning 10 1 (1995) 57-78
    • (1995) Machine Learning , vol.10 , Issue.1 , pp. 57-78
    • Dougherty, J.1    Kohavi, R.2    Sahami, M.3
  • 9
    • 77949782299 scopus 로고    scopus 로고
    • Fayyad, U.M., 1991. On the induction of decision trees for multiple concept learning. Ph.D. Dissertation, EECS Dept., The University of Michigan.
    • Fayyad, U.M., 1991. On the induction of decision trees for multiple concept learning. Ph.D. Dissertation, EECS Dept., The University of Michigan.
  • 11
    • 0027580356 scopus 로고
    • Very simple classification rules work well on most commonly used datasets
    • Holte R.C. Very simple classification rules work well on most commonly used datasets. Machine Learning 11 (1993) 63-90
    • (1993) Machine Learning , vol.11 , pp. 63-90
    • Holte, R.C.1
  • 14
    • 85119615481 scopus 로고    scopus 로고
    • Error based and entropy based discretization of continuous features
    • Kohavi, R., Sahami, M., 1996. Error based and entropy based discretization of continuous features. In: Proceeding KDD-96.
    • (1996) Proceeding KDD-96
    • Kohavi, R.1    Sahami, M.2
  • 17
    • 19544366755 scopus 로고    scopus 로고
    • Mehta, S., Parthasarathy, S., Yang, H., (2004). Correlation preserving discretization. In: Proceedings of the 4th IEEE International Conference on Data Mining, ICDM 2004, 1-4 November, Brighton, UK, pp. 479-482.
    • Mehta, S., Parthasarathy, S., Yang, H., (2004). Correlation preserving discretization. In: Proceedings of the 4th IEEE International Conference on Data Mining, ICDM 2004, 1-4 November, Brighton, UK, pp. 479-482.
  • 22
    • 0018015137 scopus 로고
    • Modelling by shortest data description
    • Rissanen J. Modelling by shortest data description. Automatica 14 (1978) 465-471
    • (1978) Automatica , vol.14 , pp. 465-471
    • Rissanen, J.1
  • 23
    • 77949857296 scopus 로고    scopus 로고
    • Yan, R., 2006. MATLABArsenal. http://www.informedia.cs.cmu.edu/yanrong/MATLABArsenal/MATLABArsenal.htm.
    • (2006) MATLABArsenal
    • Yan, R.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.