메뉴 건너뛰기




Volumn 18, Issue 5, 2006, Pages 715-719

A fuzzy approach to partitioning continuous attributes for classification

Author keywords

Classification; Data mining; Discretization; Fuzzy partition; Fuzzy sets; Membership functions

Indexed keywords

DISCRETIZATION; FRACTIONAL PROGRAMMING; FUZZY PARTITION; INTERDEPENDENCE;

EID: 33645692386     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2006.70     Document Type: Article
Times cited : (55)

References (20)
  • 2
    • 0029345982 scopus 로고
    • Class-dependent discretization for inductive learning from continuous and mixed-mode data
    • July
    • J.Y. Ching, A.K.C. Wong, and K.C.C. Chan, "Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 17, no. 7, pp. 641-651, July 1995.
    • (1995) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.17 , Issue.7 , pp. 641-651
    • Ching, J.Y.1    Wong, A.K.C.2    Chan, K.C.C.3
  • 3
    • 0242360562 scopus 로고
    • Information discovery through hierarchical maximum entropy discretization and synthesis
    • G. Piatetsky-Shapiro and W.J. Frawley, eds., Menlo Park, Calif. and Cambridge, Mass.: The AAAI/MIT Press
    • D.K.Y. Chiu, A.K.C. Wong, and B. Cheung, "Information Discovery through Hierarchical Maximum Entropy Discretization and Synthesis," Knowledge Discovery in Databases, G. Piatetsky-Shapiro and W.J. Frawley, eds., Menlo Park, Calif. and Cambridge, Mass.: The AAAI/MIT Press, pp. 125-140, 1991.
    • (1991) Knowledge Discovery in Databases , pp. 125-140
    • Chiu, D.K.Y.1    Wong, A.K.C.2    Cheung, B.3
  • 6
    • 0002593344 scopus 로고
    • Multi-interval discretization of continuous-valued attributes for classification learning
    • U.M. Fayyad and K.B. Irani, "Multi-Interval Discretization of Continuous-Valued Attributes for Classification Learning," Proc. 13th Int'l Joint Conf. Artificial Intelligence, pp. 1022-1029, 1993.
    • (1993) Proc. 13th Int'l Joint Conf. Artificial Intelligence , pp. 1022-1029
    • Fayyad, U.M.1    Irani, K.B.2
  • 8
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • J.-S. R. Jang, "ANFIS: Adaptive-Network-Based Fuzzy Inference System," IEEE Trans. Systems, Man, and Cybernetics, vol. 23, no. 3, pp. 665-685, 1993.
    • (1993) IEEE Trans. Systems, Man, and Cybernetics , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.-S.R.1
  • 10
    • 0002191257 scopus 로고
    • Design of an adaptive fuzzy logic controller using a genetic algorithm
    • C.L. Karr, "Design of an Adaptive Fuzzy Logic Controller Using a Genetic Algorithm," Proc. Fourth Int'l Conf. Genetic Algorithms, pp. 450-457, 1991.
    • (1991) Proc. Fourth Int'l Conf. Genetic Algorithms , pp. 450-457
    • Karr, C.L.1
  • 12
    • 22944432786 scopus 로고    scopus 로고
    • A global optimal algorithm for class-dependent discretization of continuous data
    • L. Liu, A.K. C. Wong, and Y. Wang, "A Global Optimal Algorithm for Class-Dependent Discretization of Continuous Data," Intelligent Data Analysis, vol. 8, no. 2, pp. 151-170, 2004.
    • (2004) Intelligent Data Analysis , vol.8 , Issue.2 , pp. 151-170
    • Liu, L.1    Wong, A.K.C.2    Wang, Y.3
  • 13
    • 0003612091 scopus 로고
    • D. Michie, D.J. Spiegelhalter, and C.C. Taylor, eds. New York: Ellis Horwood
    • Machine Learning, Neural and Statistical Classification, D. Michie, D.J. Spiegelhalter, and C.C. Taylor, eds. New York: Ellis Horwood, 1994.
    • (1994) Machine Learning, Neural and Statistical Classification
  • 18
    • 0018480519 scopus 로고
    • Classification of discrete-valued data with feature space transformation
    • C.C. Wang and A.K. C. Wong, "Classification of Discrete-Valued Data with Feature Space Transformation," IEEE Trans. Automatic Control, vol. 24, no. 3, pp. 434-437, 1979.
    • (1979) IEEE Trans. Automatic Control , vol.24 , Issue.3 , pp. 434-437
    • Wang, C.C.1    Wong, A.K.C.2
  • 20
    • 0016472476 scopus 로고
    • Typicality, diversity, and feature patterns of an ensemble
    • A.K.C. Wong and T.S. Liu, "Typicality, Diversity, and Feature Patterns of an Ensemble," IEEE Trans. Computers, vol. 24, no. 2, pp. 158-181, 1975.
    • (1975) IEEE Trans. Computers , vol.24 , Issue.2 , pp. 158-181
    • Wong, A.K.C.1    Liu, T.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.