메뉴 건너뛰기




Volumn 42, Issue 4, 2011, Pages 557-566

HDD: A hypercube division-based algorithm for discretisation

Author keywords

class attribute interdependence maximisation; classification; discretisation; hypercube division

Indexed keywords

BELONG TO; CLASS-ATTRIBUTE INTERDEPENDENCE MAXIMISATION; CLASSIFICATION; CLASSIFICATION RULES; CONTINUOUS ATTRIBUTE; CORRELATION STRUCTURE; CUT POINT; DATA PREPARATION; DATA SETS; DECISION CLASS; DISCRETISATION; FINITE NUMBER; HYPER-CUBES; HYPERCUBE;

EID: 79551549748     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207720903572455     Document Type: Article
Times cited : (18)

References (28)
  • 2
    • 0011988594 scopus 로고    scopus 로고
    • Multivariate discretization for set mining
    • Bay, S.D. (2001), 'Multivariate Discretization for Set Mining', Knowledge and Information Systems, 3, 491-512.
    • (2001) Knowledge and Information Systems , vol.3 , pp. 491-512
    • Bay, S.D.1
  • 4
    • 2342626638 scopus 로고    scopus 로고
    • Khiops: A statistical discretization method of continuous attributes
    • Boulle, M. (2004), 'Khiops: A Statistical Discretization Method of Continuous Attributes', Machine Learning, 55, 53-59.
    • (2004) Machine Learning , vol.55 , pp. 53-59
    • Boulle, M.1
  • 5
    • 37749034335 scopus 로고
    • On changing continuous attributes into ordered discrete attributes
    • Berlin, Springer-Verlag
    • Catlett, J. (1991), 'On Changing Continuous Attributes into Ordered Discrete Attributes', in Proceedings of the 5th European Working Session on Learning, Berlin, Springer-Verlag, pp. 164-178.
    • (1991) Proceedings of the 5th European Working Session on Learning , pp. 164-178
    • Catlett, J.1
  • 7
    • 29644438050 scopus 로고    scopus 로고
    • Statistical comparisons of classifiers over multiple data sets
    • Demsar, J. (2006), 'Statistical Comparisons of Classifiers over Multiple Data Sets', Journal of Machine Learning Research, 7, 1-30.
    • (2006) Journal of Machine Learning Research , vol.7 , pp. 1-30
    • Demsar, J.1
  • 12
    • 0027580356 scopus 로고
    • Very simple classification rules perform well on most commonly used datasets
    • Holte, R.C. (1993), 'Very Simple Classification Rules Perform Well on Most Commonly Used Datasets', Machine Learning, 11, 63-91.
    • (1993) Machine Learning , vol.11 , pp. 63-91
    • Holte, R.C.1
  • 13
    • 0035198761 scopus 로고    scopus 로고
    • Advances in predictive models for data mining
    • Hong, S.J., and Weiss, S.M. (2001), 'Advances in Predictive Models for Data Mining', Pattern Recognition Letters, 22, 55-61.
    • (2001) Pattern Recognition Letters , vol.22 , pp. 55-61
    • Hong, S.J.1    Weiss, S.M.2
  • 14
    • 0037230859 scopus 로고    scopus 로고
    • Finding fuzzy classification rules using data mining techniques
    • Hu, Y.C., Chen, R.S., and Tzeng, G.H. (2003), 'Finding Fuzzy Classification Rules Using Data Mining Techniques', Pattern Recognition Letters, 24, 509-519.
    • (2003) Pattern Recognition Letters , vol.24 , pp. 509-519
    • Hu, Y.C.1    Chen, R.S.2    Tzeng, G.H.3
  • 21
    • 2942751257 scopus 로고    scopus 로고
    • Quantization of real value attributes: Rough set and boolean reasoning approach
    • Nguyen, H.S., and Skowron, A. (1997), 'Quantization of Real Value Attributes: Rough Set and Boolean Reasoning Approach', Bulletin of the International Rough Set Society, 1, 5-16.
    • (1997) Bulletin of the International Rough Set Society , vol.1 , pp. 5-16
    • Nguyen, H.S.1    Skowron, A.2
  • 23
    • 84948970450 scopus 로고
    • Class-driven statistical discretization of continuous attributes (extended abstract)
    • eds.N. Lavrac, and S. Wrobel
    • Richeldi, M., and Rossotto, M. (1995), 'Class-Driven Statistical Discretization of Continuous Attributes (extended abstract)', in Proceedings of the European Conference on Machine Learning, ECLM-95, eds.N. Lavrac, and S. Wrobel, pp. 335-338. .
    • (1995) Proceedings of the European Conference on Machine Learning, ECLM-95 , pp. 335-338
    • Richeldi, M.1    Rossotto, M.2
  • 27
    • 35748943218 scopus 로고    scopus 로고
    • A discretization algorithm based on class-attribute contingency coefficient
    • Tsai, C.J., Lee, C.I., and Yang, W.P. (2008), 'A Discretization Algorithm Based on Class-Attribute Contingency Coefficient', Information Sciences, 178, 714-731.
    • (2008) Information Sciences , vol.178 , pp. 714-731
    • Tsai, C.J.1    Lee, C.I.2    Yang, W.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.