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Volumn 5, Issue 3, 2011, Pages 219-235

A fuzzy inference map approach to cope with uncertainty in modeling medical knowledge and making decisions

Author keywords

Fuzzy cognitive maps; Knowledge representation; Knowledge based systems; Medical decision making; Modeling; Prediction

Indexed keywords


EID: 85013569941     PISSN: 18724981     EISSN: 18758843     Source Type: Journal    
DOI: 10.3233/IDT-2011-0108     Document Type: Article
Times cited : (14)

References (45)
  • 3
    • 58349115624 scopus 로고    scopus 로고
    • Benchmarking main activation functions in fuzzy cognitive maps
    • S. Bueno and J.L. Salmeron, Benchmarking main activation functions in fuzzy cognitive maps, Expert Systems with Applications 36(3) (2009), 5221-5229.
    • (2009) Expert Systems with Applications , vol.36 , Issue.3 , pp. 5221-5229
    • Bueno, S.1    Salmeron, J.L.2
  • 7
    • 0024394581 scopus 로고
    • Clinical criteria for the detection of pneumonia in adults: Guidelines for ordering chest roentgenograms in the emergency department
    • P. Gennis, J. Gallagher, C. Falvo, S. Baker and W. Than, Clinical criteria for the detection of pneumonia in adults: guidelines for ordering chest roentgenograms in the emergency department, The Journal of emergency medicine 7(3) (1989), 263-268.
    • (1989) The Journal of emergency medicine , vol.7 , Issue.3 , pp. 263-268
    • Gennis, P.1    Gallagher, J.2    Falvo, C.3    Baker, S.4    Than, W.5
  • 8
    • 0344084099 scopus 로고    scopus 로고
    • A fuzzy cognitive map approach to differential diagnosis of specific language impairment
    • V.C. Georgopoulos, G.A. Malandraki and C.D. Stylios, A fuzzy cognitive map approach to differential diagnosis of specific language impairment, Artificial Intelligence in Medicine 29(3) (2003), 261-278.
    • (2003) Artificial Intelligence in Medicine , vol.29 , Issue.3 , pp. 261-278
    • Georgopoulos, V.C.1    Malandraki, G.A.2    Stylios, C.D.3
  • 9
    • 78650334544 scopus 로고    scopus 로고
    • Augmented Fuzzy Cognitive Maps Supplemented with Case Base Reasoning for Advanced Medical Decision Support
    • M. Nikravesh, L.A. Zadeh and J. Kacprzyk, eds, Studies in Fuzziness and Soft Computing, Springer-Verlag ISBN: 3-540-22930-2
    • V. Georgopoulos and C.D. Stylios, Augmented Fuzzy Cognitive Maps Supplemented with Case Base Reasoning for Advanced Medical Decision Support, in: Soft Computing for Information Processing and Analysis Enhancing the Power of the Information Technology, M. Nikravesh, L.A. Zadeh and J. Kacprzyk, eds, Studies in Fuzziness and Soft Computing, Springer-Verlag ISBN: 3-540-22930-2, 2005, pp. 391-405.
    • (2005) Soft Computing for Information Processing and Analysis Enhancing the Power of the Information Technology , pp. 391-405
    • Georgopoulos, V.1    Stylios, C.D.2
  • 11
    • 85013604452 scopus 로고    scopus 로고
    • Application study in decision support using Fuzzy Cognitive Map
    • I. Lovrek, R.J. Howlett and L.C. Jain, eds, Part II, LNAI 5178, Springer-Verlag Berlin Heidelberg
    • Y. He, Application study in decision support using Fuzzy Cognitive Map, in: KES 2008, I. Lovrek, R.J. Howlett and L.C. Jain, eds, Part II, LNAI 5178, Springer-Verlag Berlin Heidelberg, 2008, pp. 324-331.
    • (2008) KES 2008 , pp. 324-331
    • He, Y.1
  • 12
    • 33646474447 scopus 로고    scopus 로고
    • Pneumonia: Update on diagnosis and management
    • available in
    • Z. Hoare and W.S. Lim, Pneumonia: update on diagnosis and management, BMJ 332, (2006, pp. 1077-1079). (available in http://www.bmj.com/cgi/content/full/332/7549/1077).
    • (2006) BMJ , vol.332 , pp. 1077-1079
    • Hoare, Z.1    Lim, W.S.2
  • 13
    • 33947265349 scopus 로고
    • DEMATEL 1976 Report, Switzerland Geneva: Battelle Geneva Research Center
    • E. Fontela and A. Gabus, The DEMATEL observer, DEMATEL 1976 Report, Switzerland Geneva: Battelle Geneva Research Center, 1976.
    • (1976) The DEMATEL observer
    • Fontela, E.1    Gabus, A.2
  • 14
    • 48249137845 scopus 로고    scopus 로고
    • Learning Fuzzy Cognitive Maps from the Web for the Stock Market Decision Support System
    • W. Froelich and A.Wakulicz-Deja, Learning Fuzzy Cognitive Maps from the Web for the Stock Market Decision Support System, Advances In Soft Computing 43 (2007), 106-111.
    • (2007) Advances In Soft Computing , vol.43 , pp. 106-111
    • Froelich, W.1    Wakulicz-Deja, A.2
  • 16
    • 13244278235 scopus 로고    scopus 로고
    • Reasoning and unsupervised learning in a fuzzy cognitive map
    • A. Konar and U.K. Chakraborty, Reasoning and unsupervised learning in a fuzzy cognitive map, Information Sciences 170(2-4) (2005), 419-441.
    • (2005) Information Sciences , vol.170 , Issue.2-4 , pp. 419-441
    • Konar, A.1    Chakraborty, U.K.2
  • 20
    • 0028575487 scopus 로고
    • Diagnosis of bacterial infection in the ICU: General principles
    • November, (Online), Springer Berlin / Heidelberg
    • M. Langer, S. Pifferi and M. Peta, Diagnosis of bacterial infection in the ICU: General principles, Intensive Care Medicine, Volume 20, Supplement 4 / November, 1994, 1432-1238 (Online), Springer Berlin / Heidelberg.
    • (1994) Intensive Care Medicine , vol.20 , pp. 1238-1432
    • Langer, M.1    Pifferi, S.2    Peta, M.3
  • 21
    • 2942620626 scopus 로고    scopus 로고
    • Fuzzy cognitive map-based approach to evaluate EDI performance: Atest of causalmodel
    • S. Lee, B.G. Kim and K. Lee, Fuzzy cognitive map-based approach to evaluate EDI performance: Atest of causalmodel, Expert Systems with Applications 27(2) (2004), 287-299.
    • (2004) Expert Systems with Applications , vol.27 , Issue.2 , pp. 287-299
    • Lee, S.1    Kim, B.G.2    Lee, K.3
  • 22
    • 0033204111 scopus 로고    scopus 로고
    • Contextual fuzzy cognitive map for decision support in geographic information systems
    • Z.Q. Liu and R. Satur, Contextual fuzzy cognitive map for decision support in geographic information systems, IEEE Trans Fuzzy Syst 7 (1999), 495-507.
    • (1999) IEEE Trans Fuzzy Syst , vol.7 , pp. 495-507
    • Liu, Z.Q.1    Satur, R.2
  • 23
    • 0030713041 scopus 로고    scopus 로고
    • Does this patient have community-acquired pneumonia? Diagnosing pneumonia by history and physical examination, (PDF)
    • J.P. Metlay, W.N. Kapoor andM.J. Fine, Does this patient have community-acquired pneumonia? Diagnosing pneumonia by history and physical examination, (PDF), JAMA 278(17) (1997), 1440-1445.
    • (1997) JAMA , vol.278 , Issue.17 , pp. 1440-1445
    • Metlay, J.P.1    Kapoor, W.N.2    Fine, M.J.3
  • 25
    • 70349487480 scopus 로고    scopus 로고
    • Participatory modeling and analysis for sustainable forest management: Overview of soft system dynamics models and applications
    • G.A. Mendoza and R. Prabhu, Participatory modeling and analysis for sustainable forest management: Overview of soft system dynamics models and applications, Forest Policy and Economics 9(2) (2006), 179-196.
    • (2006) Forest Policy and Economics , vol.9 , Issue.2 , pp. 179-196
    • Mendoza, G.A.1    Prabhu, R.2
  • 26
  • 28
    • 0345356963 scopus 로고    scopus 로고
    • An Integrated Two-Level Hierarchical Decision Making System based on Fuzzy Cognitive Maps (FCMs)
    • E.I. Papageorgiou, C.D. Stylios and P. Groumpos, An Integrated Two-Level Hierarchical Decision Making System based on Fuzzy Cognitive Maps (FCMs), IEEE Trans Biomed Engin 50(12) (2003), 1326-1339.
    • (2003) IEEE Trans Biomed Engin , vol.50 , Issue.12 , pp. 1326-1339
    • Papageorgiou, E.I.1    Stylios, C.D.2    Groumpos, P.3
  • 35
    • 2642573611 scopus 로고    scopus 로고
    • Ecological models based on people’s knowledge: A multi-step fuzzy cognitive mapping approach
    • U. Ozesmi and S.L. Ozesmi, Ecological models based on people’s knowledge: A multi-step fuzzy cognitive mapping approach, Ecological Modeling 176(1-2) (2004), 43-64.
    • (2004) Ecological Modeling , vol.176 , Issue.1-2 , pp. 43-64
    • Ozesmi, U.1    Ozesmi, S.L.2
  • 36
    • 1642342939 scopus 로고    scopus 로고
    • Generating consistent subjective estimates of the magnitudes of causal relationships in fuzzy cognitive maps
    • K. Osei-Bryson, Generating consistent subjective estimates of the magnitudes of causal relationships in fuzzy cognitive maps, Computers and Operations Research 31(8) (2004), 1165-1175.
    • (2004) Computers and Operations Research , vol.31 , Issue.8 , pp. 1165-1175
    • Osei-Bryson, K.1
  • 40
    • 40849126565 scopus 로고    scopus 로고
    • Fuzzy cognitive map architectures for medical decision support systems
    • C.D. Stylios, V.C. Georgopoulos, G.A. Malandraki and S. Chouliara, Fuzzy cognitive map architectures for medical decision support systems, Appl Soft Comput 8(3) (2008), 1243-1251.
    • (2008) Appl Soft Comput , vol.8 , Issue.3 , pp. 1243-1251
    • Stylios, C.D.1    Georgopoulos, V.C.2    Malandraki, G.A.3    Chouliara, S.4
  • 41
    • 48749094442 scopus 로고    scopus 로고
    • Comparing the inference capabilities of binary, trivalent and sigmoid fuzzy cognitive maps
    • A.K. Tsadiras, Comparing the inference capabilities of binary, trivalent and sigmoid fuzzy cognitive maps, Information Sciences 178(20) (2008), 3880-3894.
    • (2008) Information Sciences , vol.178 , Issue.20 , pp. 3880-3894
    • Tsadiras, A.K.1
  • 43
    • 85013596057 scopus 로고    scopus 로고
    • Fuzzy decision maps: A generalization of the DEMATEL methods
    • G.-H. Tzeng, W.-H. Chen, R. Yu and M.-L. Shih, Fuzzy decision maps: a generalization of the DEMATEL methods, Soft Computing (2009), 1-10.
    • (2009) Soft Computing , pp. 1-10
    • Tzeng, G.-H.1    Chen, W.-H.2    Yu, R.3    Shih, M.-L.4
  • 45
    • 56949088525 scopus 로고    scopus 로고
    • A fuzzy cognitive Map approach for effect based operations: An illustrative case
    • D. Yaman and S. Polat, A fuzzy cognitive Map approach for effect based operations: An illustrative case, Information Sciences 179 (2009), 382-403.
    • (2009) Information Sciences , vol.179 , pp. 382-403
    • Yaman, D.1    Polat, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.