메뉴 건너뛰기




Volumn 44, Issue 1 PART 1, 2011, Pages 14042-14047

Multi-objective performance evaluation using fuzzy criteria: Increasing sensitivity prediction for outcome of septic shock patients

Author keywords

Decision support systems; Feature selection; Fuzzy models; Medical systems; Multi objective optimization; Neural network models

Indexed keywords

DECISION SUPPORT SYSTEMS; KNOWLEDGE BASED SYSTEMS; MULTIOBJECTIVE OPTIMIZATION; SOFT COMPUTING;

EID: 84865226177     PISSN: 14746670     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.3182/20110828-6-IT-1002.01680     Document Type: Conference Paper
Times cited : (6)

References (20)
  • 1
    • 0034924156 scopus 로고    scopus 로고
    • Epidemiology of sepsis: An update
    • Angus, D. and Wax, R. (2001). Epidemiology of sepsis: an update. Critical Care Medicine, 7, 109-116.
    • (2001) Critical Care Medicine , vol.7 , pp. 109-116
    • Angus, D.1    Wax, R.2
  • 2
    • 0346636333 scopus 로고
    • Decision-making in a fuzzy environment
    • Bellman, R.E. and Zadeh, L.A. (1970). Decision-making in a fuzzy environment. Management Science, 17(4), 141-164.
    • (1970) Management Science , vol.17 , Issue.4 , pp. 141-164
    • Bellman, R.E.1    Zadeh, L.A.2
  • 4
    • 33646023117 scopus 로고    scopus 로고
    • An introduction to roc analysis
    • Fawcett, T. (2006). An introduction to roc analysis. Pattern Recognition Letters, 27, 861-874.
    • (2006) Pattern Recognition Letters , vol.27 , pp. 861-874
    • Fawcett, T.1
  • 5
    • 84880481157 scopus 로고    scopus 로고
    • Predicting outcomes of septic shock patients using feature selection based on soft computing techniques
    • R.K. E. Huellermeier and F. Hoffmann (eds.), Applications 13th International Conference, IPMU 2010, Dortmund, Germany, Proceedings, Part II. Springer-Verlag Berlin Heidelberg
    • Fialho, A., Cismondi, F., Vieira, S., Sousa, J., Reti, S., Howell, M., and Finkelstein, S. (2010). Predicting outcomes of septic shock patients using feature selection based on soft computing techniques. In R.K. E. Huellermeier and F. Hoffmann (eds.), Applications 13th International Conference, IPMU 2010, Dortmund, Germany, Proceedings, Part II, volume 81 of Communications in Computer and Information Science (CCIS), 65-74. Springer-Verlag Berlin Heidelberg.
    • (2010) Communications in Computer and Information Science (CCIS) , vol.81 , pp. 65-74
    • Fialho, A.1    Cismondi, F.2    Vieira, S.3    Sousa, J.4    Reti, S.5    Howell, M.6    Finkelstein, S.7
  • 6
    • 67649363335 scopus 로고    scopus 로고
    • Sensitivity and specificity based multiobjective approach for feature selection: Application to cancer diagnosis
    • Garcia-Nieto, J., Alba, E., Jourdan, L., and Talbi, E. (2009). Sensitivity and specificity based multiobjective approach for feature selection: Application to cancer diagnosis. Information Processing Letters, 109, 887-896.
    • (2009) Information Processing Letters , vol.109 , pp. 887-896
    • Garcia-Nieto, J.1    Alba, E.2    Jourdan, L.3    Talbi, E.4
  • 8
    • 69549133517 scopus 로고    scopus 로고
    • Measuring classifier performance: A coherent alternative to the area under the roc curve
    • Hand, D. (2009). Measuring classifier performance: A coherent alternative to the area under the roc curve. Machine Learning, 77, 103-123.
    • (2009) Machine Learning , vol.77 , pp. 103-123
    • Hand, D.1
  • 9
    • 0020083498 scopus 로고
    • The meaning and use of the area under a roc curve
    • Hanley, J. and McNeil, B. (1982). The meaning and use of the area under a roc curve. Radiology, 143, 29.
    • (1982) Radiology , vol.143 , pp. 29
    • Hanley, J.1    McNeil, B.2
  • 10
    • 0033169217 scopus 로고    scopus 로고
    • Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves
    • Kupinski, M. and Anastasio, M. (1999). Multiobjective genetic optimization of diagnostic classifiers with implications for generating receiver operating characteristic curves. IEEE Transaction on Medical Imaging, 8, 675-685.
    • (1999) IEEE Transaction on Medical Imaging , vol.8 , pp. 675-685
    • Kupinski, M.1    Anastasio, M.2
  • 11
    • 0029825356 scopus 로고    scopus 로고
    • Alternative summary indices for the roc curve
    • Lee, W. and Hsiao, C. (1996). Alternative summary indices for the roc curve. Epidemiology, 7, 605-611.
    • (1996) Epidemiology , vol.7 , pp. 605-611
    • Lee, W.1    Hsiao, C.2
  • 12
    • 38949161848 scopus 로고    scopus 로고
    • Auc: A misleading measure of the performance of predictive distribution models
    • Lobo, J., Jimnez-Valverde, A., and Real, R. (2008). Auc: a misleading measure of the performance of predictive distribution models. Global Ecology and Biogeography, 17, 145-151.
    • (2008) Global Ecology and Biogeography , vol.17 , pp. 145-151
    • Lobo, J.1    Jimnez-Valverde, A.2    Real, R.3
  • 15
    • 0042626512 scopus 로고    scopus 로고
    • Knowledge-based approach to septic shock patient data using a neural network with trapezoidal activation functions
    • Paetz, J. (2003). Knowledge-based approach to septic shock patient data using a neural network with trapezoidal activation functions. Artificial Intelligence in Medicine, 28, 207-230.
    • (2003) Artificial Intelligence in Medicine , vol.28 , pp. 207-230
    • Paetz, J.1
  • 16
    • 0026874127 scopus 로고
    • Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis
    • SCCM
    • SCCM (1992). Definitions for sepsis and organ failure and guidelines for the use of innovative therapies in sepsis. Critical Care Medicine, 20, 864-874.
    • (1992) Critical Care Medicine , vol.20 , pp. 864-874
  • 17
  • 18
    • 0023890867 scopus 로고
    • Measuring the accuracy of diagnostic systems
    • Swets, J. (1988). Measuring the accuracy of diagnostic systems. Science, 240, 1285.
    • (1988) Science , vol.240 , pp. 1285
    • Swets, J.1
  • 19
    • 0021892282 scopus 로고
    • Fuzzy identification of systems and its applications to modelling and control
    • Takagi, T. and Sugeno, M. (1985). Fuzzy identification of systems and its applications to modelling and control. IEEE Transactions on Systems, Man and Cybernetics, 15, 116-132.
    • (1985) IEEE Transactions on Systems, Man and Cybernetics , vol.15 , pp. 116-132
    • Takagi, T.1    Sugeno, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.