Analyzing risk impact factors using extended fuzzy cognitive maps

IEEE Systems Journal

Volumn 5, Issue 2, 2011, Pages 288-297

  Lazzerini, Beatrice ^a   Mkrtchyan, Lusine ^b  

^a UNIVERSITY OF PISA   (Italy)

^b IMT SCHOOL FOR ADVANCED STUDIES LUCCA   (Italy)

Author keywords

Fuzzy cognitive maps; project management; risk analysis

Indexed keywords

CAUSAL RELATIONSHIPS; EXTENDED FUZZY COGNITIVE MAPS; FUZZY COGNITIVE MAP; GRAPHICAL REPRESENTATIONS; GROUP DECISION MAKING; NON-LINEAR MEMBERSHIP FUNCTIONS; PESSIMISTIC APPROACH; RISK ANALYSIS AND MANAGEMENT; RISK FACTORS; RISK IMPACT; SOFTWARE PROJECT MANAGEMENT;

DECISION MAKING; FUZZY RULES; FUZZY SYSTEMS; GRAPHIC METHODS; LARGE SCALE SYSTEMS; MEMBERSHIP FUNCTIONS; PROJECT MANAGEMENT; RISK ASSESSMENT;

RISK ANALYSIS;

EID: 79957706125     PISSN: 19328184     EISSN: 19379234     Source Type: Journal    
DOI: 10.1109/JSYST.2011.2134730     Document Type: Article

References (31)

1. L. Zadeh, "Fuzzy sets," Inf. Contr., vol. 3, no. 8, pp. 338-353, 1965.
2. D. Dubois and H. Prade, Fuzzy Sets and Systems-Theory and Applications. New York: Academic, 1980.
3. E. Ngai and F. Wat, "Fuzzy decision support system for risk analysis in e-commerce development," Decision Support Syst., vol. 99, no. 40, pp. 235-255, Jan. 2005. (Pubitemid 40266063)
4. E. Cameron and G. Peloso, "Risk management and the precautionary principle: A fuzzy logicmodel," Risk Anal., vol. 25, no. 4, pp. 901-911, 2005. (Pubitemid 41565819)
5. K. J. Schmucker, Fuzzy Sets, Natural Language Computations and Risk Analysis. Rockville, MD: Computer Science, 1984.
6. W. G. Ru and J. H. P. Eloff, "Risk analysis modeling with the use of fuzzy logic," Comput. Security, vol. 15, no. 3, pp. 239-248, 1996. (Pubitemid 126351696)
7. V. Carr and J. Tah, "A fuzzy approach to construction project risk assessment and analysis: Construction project risk management system," Adv. Eng. Softw., vol. 32, pp. 847-857, 2001. (Pubitemid 32935156)
8. B. Lazzerini and L. Mkrtchyan, "Ranking of generalized fuzzy numbers and its application to risk analysis," in Proc. Computational Intelligence and Industrial Applications, PACIIA, 2009, pp. 249-252.
9. E. Smith and J. Eloff, "Cognitive fuzzy modeling for enhanced risk assessment in a health care institution," IEEE Intell. Syst., vol. 15, no. 2, pp. 69-75, 2000. (Pubitemid 30587661)
10. R. Jasinevicius and V. Petrauskas, "Fuzzy expert maps for risk management systems," in IEEE/OES US/EU-Baltic Int. Symp., 2008, pp. 1-4.
11. R. Axelrod, Structure of Decision: The Cognitive Maps of Political Elites. Princeton, NJ, 1976.
12. C. E. Pelaez and J. B. Bowles, "Using fuzzy cognitivemaps as a system model for failure modes and effects analysis," Inf. Sci., no. 88, pp. 177-199, 1996.
13. A. Siraj et al., "Fuzzy cognitive maps for decision support in an iintelligent intrusion detection system," in Proc. IFSA/NAFIPS Conf. Soft Computing, Vancouver, BC, Canada, 2001, pp. 173-189.
14. M. A. Styblinski and B. D. Meyer, "Fuzzy cognitive maps, signal flow graphs, and qualitative circuit analysis," in Proc. IEEE Int. Conf. Neural Networks, San Diego, CA, 1988, pp. 549-556.
15. U. Ozesmi and S. L. Ozesmi, "Ecological model based on people's knowledge: A multi-step cognitive mapping approach," Ecol. Model., vol. 176, pp. 43-64, 2004. (Pubitemid 38722447)
16. B. F. Hobbsand et al., "Fuzzy cognitive mapping as a tool to define mnagement objectives for complex ecosystems," Ecol. Applicat., vol. 12, pp. 1548-1565, 2002.
17. D. Kardaras and G. Mentzas, "Using fuzzy cognitive maps to model and analise business performance assessment," Adv. Ind. Eng. Applicat. Pract., vol. 2, pp. 63-68, 1997.
18. S. Lee and I. Han, "Fuzzy cognitivemap for the design of edi controls," Inf. Manag., vol. 37, pp. 37-50, 2000.
19. T. Hong and I. Han, "Knowledge-based data mining of news information on the internet using cognitive maps and neural networks," Expert Syst. Applicat., vol. 23, pp. 1-8, 2002. (Pubitemid 34648983)
20. B. Lazzerini and L. Mkrtchyan, "Risk analysis using extended fuzzy cognitive maps," in Proc. 2010 Int. Conf. Intelligent Computing and Cognitive Informatics, Kuala Lampur, Malaysia, 2010, pp. 179-182.
21. E. Papageorgiou and P. Groumpos, "A weight adaptation method for fuzzy cognitive maps to a process control problem," Lecture Notes in Computer Science, vol. 2, pp. 515-522, 2004.
22. L. Markoczy and J. Goldberg, "A method for eliciting and comparing causal maps," J. Manag., no. 2, pp. 305-333, 1995.
23. W. Zhang and S. Chen, "A logical architecture for cognitive maps," in Proc. IEEE Int. Conf. Neural Networks, San Diego, CA, 1988, pp. 231-238.
24. B. Kosko, "Fuzzy cognitive maps," Int. J. Man-Mach. Stud., vol. 24, no. 1, pp. 65-75, 1996.
25. D. W. B. V. Kandasamy and F. Smarandache, Fuzzy Cognitive Maps and Neutrosophic Cognitive Maps. Phoenix, AZ, 2003.
26. M. Schneider et al., "Automatic construction of fcms," Fuzzy Sets Syst., vol. 93, pp. 161-172, 1998. (Pubitemid 128654364)
27. M. Hagiwara, "Extended fuzzy cognitive maps," in Proc. IEEE Int. Conf. Fuzzy Systems, San Diego, CA, 1992, pp. 795-801. (Pubitemid 23590971)
28. M. J. C. et al., Taxonomy-Based Risk Identification Softw. Eng. Inst. no. SEI-93-TR-006, 1993.
29. N. D. P. Shull, "Project Evaluation Using Fuzzy Logic and Risk Analysis Techniques," M.S. thesis, Univ. Puerto Rico, Mayaguez, 2006.
30. M. S. Khan and M. Quaddus, "Group decision support using fuzzy cognitive maps for causal reasoning," Group Dec. Negotiation, vol. 13, no. 5, pp. 463-480, 2004. (Pubitemid 40965613)
31. B. Lazzerini and L. Mkrtchyan, "Pessimistic evaluation of risks using ranking of generalized fuzzy numbers," in Proc. IEEE Int. Systems Conf., 2010, pp. 143-148.