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Volumn 28, Issue 2, 2005, Pages 274-280

Fuzzy multi-class support vector machine and application in intrusion detection

Author keywords

Fuzzy membership function; Intrusion detection; Multi class classification; Support vector machine (SVM)

Indexed keywords

DATA MINING; FUZZY SETS; PATTERN RECOGNITION; VECTORS;

EID: 17944371143     PISSN: 02544164     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (33)

References (9)
  • 1
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • Burges J. C.. A tutorial on support vector machines for pattern recognition. Data Mining and Knowledge Discovery, 1998, 2(2): 121-167
    • (1998) Data Mining and Knowledge Discovery , vol.2 , Issue.2 , pp. 121-167
    • Burges, J.C.1
  • 3
    • 34249753618 scopus 로고
    • Support vector networks
    • Corts C., Vapnik V.. Support vector networks. Machine Learning, 1995, 20(3): 273-297
    • (1995) Machine Learning , vol.20 , Issue.3 , pp. 273-297
    • Corts, C.1    Vapnik, V.2
  • 4
    • 0036505670 scopus 로고    scopus 로고
    • A comparison of methods for multiclass support vector machines
    • Hsu C. W., Lin C. J.. A comparison of methods for multiclass support vector machines. IEEE Transactions on Neural Networks, 2002, 13(2): 415-425
    • (2002) IEEE Transactions on Neural Networks , vol.13 , Issue.2 , pp. 415-425
    • Hsu, C.W.1    Lin, C.J.2
  • 5
    • 0003425673 scopus 로고    scopus 로고
    • Multi-class support vector machines
    • Department of Computer Science, Royal Holloway University of London Technical Report, SD-TR-98-04
    • Weston J., Watkins C.. Multi-class support vector machines. Department of Computer Science, Royal Holloway University of London Technical Report, SD-TR-98-04, 1998
    • (1998)
    • Weston, J.1    Watkins, C.2
  • 6
    • 0002229304 scopus 로고    scopus 로고
    • Pairwise classification and support vector machines
    • Schokopf B., Burges C.J.C. and Smola A.J. (ed.), Cambridge, MA: MIT Press
    • Kressel Ulrich. Pairwise classification and support vector machines. In: Schokopf B., Burges C. J. C., Smola A. J. eds. Advances in Kernel Methods-Support Vector Learning, Cambridge, MA: MIT Press, 1998, 255-268
    • (1998) Advances in Kernel Methods-Support Vector Learning , pp. 255-268
    • Ulrich, K.1
  • 8
    • 0036925619 scopus 로고    scopus 로고
    • A novel multi-class SVM classifier based on DDAG
    • Beijing, China
    • Li Kun-Lun, Huang Hou-Kuan, Tian Sheng-Feng. A novel multi-class SVM classifier based on DDAG. In: Proceedings of IEEE ICMLC'02, Beijing, China, 2002, 3: 1203-1207
    • (2002) Proceedings of IEEE ICMLC'02 , vol.3 , pp. 1203-1207
    • Li, K.-L.1    Huang, H.-K.2    Tian, S.-F.3
  • 9
    • 17944369839 scopus 로고    scopus 로고
    • Intrusion detection methods based on SVM
    • Chinese source
    • Li Kun-Lun, Zhao Jun-Zhong, Huang Hou-Kuan, Tian Sheng-Feng. Intrusion detection methods based on SVM. Information and Control, 2003, 32(6): 495-500(in Chinese)
    • (2003) Information and Control , vol.32 , Issue.6 , pp. 495-500
    • Li, K.-L.1    Zhao, J.-Z.2    Huang, H.-K.3    Tian, S.-F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.