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Volumn 185, Issue 1, 2007, Pages 72-83

Sugeno fuzzy integral for finding fuzzy if-then classification rules

Author keywords

Classification problems; Data mining; Fuzzy integral; Fuzzy sets; Genetic algorithms

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTATION THEORY; DATA MINING; GENETIC ALGORITHMS; PROBLEM SOLVING;

EID: 33846906907     PISSN: 00963003     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.amc.2006.07.010     Document Type: Article
Times cited : (17)

References (38)
  • 1
    • 0001371923 scopus 로고    scopus 로고
    • Fast discovery of association rules
    • Fayyad U.M., Piatetsky-Shapiro G., Smyth P., and Uthurusamy R. (Eds), AAAI Press, Menlo Park
    • Agrawal R., Mannila H., Srikant R., Toivonen H., and Verkamo A.I. Fast discovery of association rules. In: Fayyad U.M., Piatetsky-Shapiro G., Smyth P., and Uthurusamy R. (Eds). Advances in Knowledge Discovery and Data Mining (1996), AAAI Press, Menlo Park 307-328
    • (1996) Advances in Knowledge Discovery and Data Mining , pp. 307-328
    • Agrawal, R.1    Mannila, H.2    Srikant, R.3    Toivonen, H.4    Verkamo, A.I.5
  • 2
    • 0002263953 scopus 로고
    • The irises of the gaspe peninsula
    • Anderson E. The irises of the gaspe peninsula. Bull. Amer. Iris Soc. 59 (1935) 2-5
    • (1935) Bull. Amer. Iris Soc. , vol.59 , pp. 2-5
    • Anderson, E.1
  • 4
    • 0037116763 scopus 로고    scopus 로고
    • Using fuzzy measures and habitual domains to analyze the public attitude and apply to the gas taxi policy
    • Chen T.Y., Chang H.L., and Tzeng G.H. Using fuzzy measures and habitual domains to analyze the public attitude and apply to the gas taxi policy. European Journal of Operational Research 137 1 (2002) 145-161
    • (2002) European Journal of Operational Research , vol.137 , Issue.1 , pp. 145-161
    • Chen, T.Y.1    Chang, H.L.2    Tzeng, G.H.3
  • 5
    • 0000256978 scopus 로고
    • Fuzzy aggregation of modular neural networks with ordered weighted averaging operators
    • Cho S.B. Fuzzy aggregation of modular neural networks with ordered weighted averaging operators. International Journal of Approximate Reasoning 13 (1995) 359-375
    • (1995) International Journal of Approximate Reasoning , vol.13 , pp. 359-375
    • Cho, S.B.1
  • 6
    • 0029247604 scopus 로고
    • Combining multiple neural networks by fuzzy integral for robust classification
    • Cho S.B., and Kim J.H. Combining multiple neural networks by fuzzy integral for robust classification. IEEE Transactions on Systems, Man, and Cybernetics 25 2 (1995) 380-384
    • (1995) IEEE Transactions on Systems, Man, and Cybernetics , vol.25 , Issue.2 , pp. 380-384
    • Cho, S.B.1    Kim, J.H.2
  • 8
    • 33846916515 scopus 로고    scopus 로고
    • M. Grabisch, F. Dispot, A comparison of some methods of fuzzy classification on real data, in: Proceedings of the 2nd International Conference on Fuzzy Logic and Neural Networks, Iizuka, Japan, 1992, pp. 659-662.
  • 11
    • 0037230859 scopus 로고    scopus 로고
    • Finding fuzzy classification rules using data mining techniques
    • Hu Y.C., Chen R.S., and Tzeng G.H. Finding fuzzy classification rules using data mining techniques. Pattern Recognition Letters 24 (2003) 509-519
    • (2003) Pattern Recognition Letters , vol.24 , pp. 509-519
    • Hu, Y.C.1    Chen, R.S.2    Tzeng, G.H.3
  • 13
    • 0002197262 scopus 로고
    • Distributed representation of fuzzy rules and its application to pattern classification
    • Ishibuchi H., Nozaki K., and Tanaka H. Distributed representation of fuzzy rules and its application to pattern classification. Fuzzy Sets and Systems 52 1 (1992) 21-32
    • (1992) Fuzzy Sets and Systems , vol.52 , Issue.1 , pp. 21-32
    • Ishibuchi, H.1    Nozaki, K.2    Tanaka, H.3
  • 14
    • 0029359001 scopus 로고
    • Selecting fuzzy if-then rules for classification problems using genetic algorithms
    • Ishibuchi H., Nozaki K., Yamamoto N., and Tanaka H. Selecting fuzzy if-then rules for classification problems using genetic algorithms. IEEE Transactions on Fuzzy Systems 3 3 (1995) 260-270
    • (1995) IEEE Transactions on Fuzzy Systems , vol.3 , Issue.3 , pp. 260-270
    • Ishibuchi, H.1    Nozaki, K.2    Yamamoto, N.3    Tanaka, H.4
  • 15
    • 0032597810 scopus 로고    scopus 로고
    • Performance evaluation of fuzzy classifier systems for multidimensional pattern classification problems
    • Ishibuchi H., Nakashima T., and Murata T. Performance evaluation of fuzzy classifier systems for multidimensional pattern classification problems. IEEE Transactions on Systems, Man, and Cybernetics 29 5 (1999) 601-618
    • (1999) IEEE Transactions on Systems, Man, and Cybernetics , vol.29 , Issue.5 , pp. 601-618
    • Ishibuchi, H.1    Nakashima, T.2    Murata, T.3
  • 17
    • 0034851408 scopus 로고    scopus 로고
    • H. Ishibuchi, T. Nakashima, T. Yamamoto, Fuzzy association rules for handling continuous attributes, in: Proceedings of IEEE International Symposium on Industrial Electronics, Pusan, Korea, 2001, pp. 118-121.
  • 18
    • 0029273384 scopus 로고
    • Neuro-fuzzy modeling and control
    • Jang J.S.R., and Sun C.T. Neuro-fuzzy modeling and control. Proceedings of the IEEE 83 3 (1995) 378-406
    • (1995) Proceedings of the IEEE , vol.83 , Issue.3 , pp. 378-406
    • Jang, J.S.R.1    Sun, C.T.2
  • 20
    • 0031143351 scopus 로고    scopus 로고
    • Robust classification of multispectral data using multiple neural networks and fuzzy integral
    • Kumar A.S., Basu S.K., and Majumdar K.L. Robust classification of multispectral data using multiple neural networks and fuzzy integral. IEEE Transactions on Geoscience and Remote Sensing 35 3 (1997) 787-790
    • (1997) IEEE Transactions on Geoscience and Remote Sensing , vol.35 , Issue.3 , pp. 787-790
    • Kumar, A.S.1    Basu, S.K.2    Majumdar, K.L.3
  • 22
    • 0010540702 scopus 로고
    • Identification of λ-fuzzy measure by genetic algorithms
    • Lee K.M., and Leekwang H. Identification of λ-fuzzy measure by genetic algorithms. Fuzzy Sets and Systems 75 (1995) 301-309
    • (1995) Fuzzy Sets and Systems , vol.75 , pp. 301-309
    • Lee, K.M.1    Leekwang, H.2
  • 23
    • 0000204240 scopus 로고
    • Some quantities represented by the Choquet integral
    • Murofushi T., and Sugeno M. Some quantities represented by the Choquet integral. Fuzzy Sets and Systems 56 (1993) 229-235
    • (1993) Fuzzy Sets and Systems , vol.56 , pp. 229-235
    • Murofushi, T.1    Sugeno, M.2
  • 28
    • 33846938154 scopus 로고    scopus 로고
    • M. Sugeno, Theory of Fuzzy Integrals and Its Applications, Ph.D. Dissertation, Tokyo Institute of Technology, Japan, 1974.
  • 29
    • 0002516156 scopus 로고
    • Fuzzy measures and fuzzy integrals: A survey
    • Gupta M.M., Saridis G.N., and Gaines B.R. (Eds), North Holland, New York
    • Sugeno M. Fuzzy measures and fuzzy integrals: A survey. In: Gupta M.M., Saridis G.N., and Gaines B.R. (Eds). Fuzzy Automata and Decision Processes (1977), North Holland, New York 89-102
    • (1977) Fuzzy Automata and Decision Processes , pp. 89-102
    • Sugeno, M.1
  • 34
  • 35
    • 0016458950 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning (part 1)
    • Zadeh L.A. The concept of a linguistic variable and its application to approximate reasoning (part 1). Information Science 8 3 (1975) 199-249
    • (1975) Information Science , vol.8 , Issue.3 , pp. 199-249
    • Zadeh, L.A.1
  • 36
    • 0016459349 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning (part 2)
    • Zadeh L.A. The concept of a linguistic variable and its application to approximate reasoning (part 2). Information Science 8 4 (1975) 301-357
    • (1975) Information Science , vol.8 , Issue.4 , pp. 301-357
    • Zadeh, L.A.1
  • 37
    • 0016631726 scopus 로고
    • The concept of a linguistic variable and its application to approximate reasoning (part 3)
    • Zadeh L.A. The concept of a linguistic variable and its application to approximate reasoning (part 3). Information Science 9 1 (1976) 43-80
    • (1976) Information Science , vol.9 , Issue.1 , pp. 43-80
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.