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Volumn 32, Issue 2, 2007, Pages 409-414

A new medical decision making system: Least square support vector machine (LSSVM) with Fuzzy Weighting Pre-processing

Author keywords

Fuzzy Weighting Pre processing; Liver Disorder disease diagnosis; LSSVM; ROC curves; SVM

Indexed keywords

CHARACTER RECOGNITION; DECISION MAKING; DISEASES; LEARNING SYSTEMS; PROBLEM SOLVING;

EID: 33750455785     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2005.12.001     Document Type: Article
Times cited : (66)

References (13)
  • 1
    • 33750455906 scopus 로고    scopus 로고
    • BUPA Liver Disorders Dataset. UCI Repository of Machine Learning Databases. ftp://ftp.ics.uci.edu/pub/machine-learning-databases/liverdisorders/bupa.data.
  • 2
    • 0025756235 scopus 로고
    • Signal detectability: The use of ROC curves and their analysis
    • Centor R.M. Signal detectability: The use of ROC curves and their analysis. Medical Decision Making 11 (1991) 102-106
    • (1991) Medical Decision Making , vol.11 , pp. 102-106
    • Centor, R.M.1
  • 3
    • 33750454187 scopus 로고    scopus 로고
    • Cheung, N. (2001). Machine learning techniques for medical analysis. School of Information Technology and Electrical Engineering, B.Sc. thesis, University of Queenland.
  • 5
    • 33750439552 scopus 로고    scopus 로고
    • Lee, Y. J., & Mangasarian, O. L. (2001). RSVM: Reduced support vector machines. In Proceedings of the first SIAM international conference on data mining.
  • 6
    • 84944073718 scopus 로고    scopus 로고
    • Comparative exudate classification using support vector machines and neural networks
    • Fifth international conference on medical image computing and computer-assisted intervention. Dohi T., and Kikinis R. (Eds), Springer, Berlin
    • Osareh A., Mirmehdi M., Thomas B., and Markham R. Comparative exudate classification using support vector machines and neural networks. In: Dohi T., and Kikinis R. (Eds). Fifth international conference on medical image computing and computer-assisted intervention. LNCS 2489 (2002), Springer, Berlin 413-420
    • (2002) LNCS 2489 , pp. 413-420
    • Osareh, A.1    Mirmehdi, M.2    Thomas, B.3    Markham, R.4
  • 7
    • 33750487246 scopus 로고    scopus 로고
    • Pham, D. T., Dimov, S. S., & Salem, Z. (2000). Technique for selecting examples in inductive learning. In European symposium on intelligent techniques (ESIT 2000), Aachen, Germany (pp. 119-127).
  • 8
    • 33750486269 scopus 로고    scopus 로고
    • Polat, K., Şahan, S., Kodaz, H., & Güneş, S. (2005). Karaciǧer Rahatsi{dotless}zli{dotless}ǧi{dotless} Teşhisinde Yeni Bir Si{dotless}ni{dotless}flama Yöntemi: Dani{dotless}şmali{dotless} Yapay Baǧi{dotless}şi{dotless}kli{dotless}k Sistemi (AIRS). IEEE 13. Sinyal İşleme Kurultayi{dotless} (SİU-2005), Kayseri.
  • 9
    • 0032638628 scopus 로고    scopus 로고
    • Least squares support vector machine classifiers
    • Suykens J.A.K., and Vandewalle J. Least squares support vector machine classifiers. Neural Processing Letters 9 3 (1999) 293-300
    • (1999) Neural Processing Letters , vol.9 , Issue.3 , pp. 293-300
    • Suykens, J.A.K.1    Vandewalle, J.2
  • 10
    • 0038355084 scopus 로고    scopus 로고
    • Fuzzy least squares support vector machines for multi-class problems
    • Tsujinishi D., and Abe S. Fuzzy least squares support vector machines for multi-class problems. Neural Networks Field 16 (2003) 785-792
    • (2003) Neural Networks Field , vol.16 , pp. 785-792
    • Tsujinishi, D.1    Abe, S.2
  • 11
    • 0036582564 scopus 로고    scopus 로고
    • Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel fisher discriminant analysis
    • Van Gestel T., Suykens J.A.K., Lanckriet G., Lambrechts A., De Moor B., and Vandewalle J. Bayesian framework for least squares support vector machine classifiers, Gaussian processes and kernel fisher discriminant analysis. Neural Computation 14 5 (2002) 1115-1147
    • (2002) Neural Computation , vol.14 , Issue.5 , pp. 1115-1147
    • Van Gestel, T.1    Suykens, J.A.K.2    Lanckriet, G.3    Lambrechts, A.4    De Moor, B.5    Vandewalle, J.6
  • 13
    • 33750490854 scopus 로고    scopus 로고
    • Yalçi{dotless}n, M., & Yi{dotless}ldi{dotless}ri{dotless}m, T. (2003). Karaciǧer bozukluklari{dotless}ni{dotless}n yapay sinir aǧlari{dotless} ile teşhisi. In Biyomedikal Mühendisliǧi Ulusal Toplanti{dotless}si{dotless} (BIYOMUT 2003), Istanbul, Türkiye (pp. 293-297).


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.