Control engineering education critical success factors modeling via Fuzzy Cognitive Maps

2013 12th International Conference on Information Technology Based Higher Education and Training, ITHET 2013

Volumn , Issue , 2013, Pages

  Yesil, Engin ^a   Ozturk, Cihan ^a   Dodurka, M Furkan ^a   Sahin, Atakan ^a  

^a ISTANBUL TECHNICAL UNIVERSITY   (Turkey)

Author keywords

ABET Engineering Criteria 2000; Control Engineering Education; Critical Success Factors; Fuzzy Cognitive Maps

Indexed keywords

ENGINEERING EDUCATION; FUZZY RULES; FUZZY SYSTEMS; INFORMATION TECHNOLOGY; MATLAB;

ABET ENGINEERING CRITERION; CONTROL ENGINEERING; CONTROL ENGINEERING EDUCATION; CRITICAL SUCCESS FACTOR; EDUCATIONAL ORGANIZATIONS; FUZZY COGNITIVE MAP; FUZZY COGNITIVE MAPS (FCMS); SUCCESS FACTORS;

COMPUTER SIMULATION;

EID: 84893485055     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITHET.2013.6671061     Document Type: Conference Paper

References (33)

1. R. Axelrod, Structure of Decision: the Cognitive Maps of Political Elites. Princeton University Press, Princeton, New Jersey, 1976.
2. B. Kosko, "Fuzzy cognitive maps," International Journal of Man-Machine Studies, vol. 24, pp. 65-75, 1986.
3. J. Aguilar, "A survey about fuzzy cognitive maps papers," International Journal of Computational Cognition, vol. 3 no. 2, pp. 27-33, 2005.
4. E. I. Papageorgiou, J. L. Salmeron, "A Review of Fuzzy Cognitive Map research during the last decade," IEEE Transactions on Fuzzy Systems, vol. 21 no. 1, pp. 66-79, 2013.
5. C. D. Stylios, P. P. Groumpos, "Modeling Complex Systems Using Fuzzy Cognitive Maps," IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, vol. 34 no. 1, pp. 155-162, 2004.
6. C. D. Stylios, P. P. Groumpos, "The challenge of modelling supervisory systems using fuzzy cognitive maps," Journal of Intelligent Manufacturing, vol. 9, pp. 339-345, 1998.
7. E. I. Papageorgiou, C. Stylios, P. Groumpos, "Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links," International Journal of Human-Computer Studies, vol. 64, pp. 727-743, 2006.
8. S. Lee, H. Ahn, "Fuzzy cognitive map based on structural equation modeling for the design of controls in business-to-consumer e-commerce web-based systems," Expert Systems with Applications, vol. 36 no. 7, pp. 10447-10460, 2009.
9. M. Glykas, "Fuzzy cognitive strategic maps in business process performance measurement," Expert Systems with Applications, vol. 40 no. 1, pp. 1-14, 2013.
10. E. I. Papageorgiou, J. D. Roo, C. Huszka, D. Colaert, "Formalization of treatment guidelines using Fuzzy Cognitive Mapping and semantic web tools," Journal of Biomedical Informatics, vol. 45 no. 1, pp. 45-60, 2012.
11. E. I. Papageorgiou, W. Froelich, "Application of Evolutionary Fuzzy Cognitive Maps for Prediction of Pulmonary Infections," IEEE Transactions on Information Technology in Biomedicine, vol. 16 no. 1, pp. 143-149, 2012.
12. E. I. Papageorgiou, "A new methodology for Decisions in Medical Informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques," Applied Soft Computing, vol. 11 no. 1, pp. 500-513, 2011.
13. N. Douali, E. I. Papageorgiou, J. De Roo, M. C. Jaulent, "Case based fuzzy cognitive maps: new method for medical reasoning: comparison study between CBFCM/FCM," IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 844-850, 2011.
14. O. Motlagh, S. H. Tang, N. Ismail, A. R. Ramli, "An expert fuzzy cognitive map for reactive navigation of mobile robots," Fuzzy Sets and Systems, vol. 201, pp. 105-121, 2012.
15. O. Motlagh, S. H. Tang, A. R. Ramli, D. Nakhaeinia, "An FCM modeling for using a priori knowledge: application study in modeling quadruped walking," Neural Computing & Applications, vol. 21 no. 5, pp. 1007-1015, 2012.
16. K. Kok, "The potential of Fuzzy Cognitive Maps for semi-quantitative scenario development, with an example from Brazil, Global Environmental Change," vol. 19 no. 1, pp. 122-133 2009.
17. D. S. L. Ramsey et al., "An approximate Bayesian algorithm for training fuzzy cognitive map models of forest responses to deer control in a New[1] R. Axelrod, Structure of Decision: the Cognitive Maps of Political Elites. Princeton University Press, Princeton, New Jersey, 1976.
18. B. Kosko, "Fuzzy cognitive maps," International Journal of Man-Machine Studies, vol. 24, pp. 65-75, 1986.
19. J. Aguilar, "A survey about fuzzy cognitive maps papers," International Journal of Computational Cognition, vol. 3 no. 2, pp. 27-33, 2005.
20. E. I. Papageorgiou, J. L. Salmeron, "A Review of Fuzzy Cognitive Map research during the last decade," IEEE Transactions on Fuzzy Systems, vol. 21 no. 1, pp. 66-79, 2013.
21. C. D. Stylios, P. P. Groumpos, "Modeling Complex Systems Using Fuzzy Cognitive Maps," IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, vol. 34 no. 1, pp. 155-162, 2004.
22. C. D. Stylios, P. P. Groumpos, "The challenge of modelling supervisory systems using fuzzy cognitive maps," Journal of Intelligent Manufacturing, vol. 9, pp. 339-345, 1998.
23. E. I. Papageorgiou, C. Stylios, P. Groumpos, "Unsupervised learning techniques for fine-tuning fuzzy cognitive map causal links," International Journal of Human-Computer Studies, vol. 64, pp. 727-743, 2006.
24. S. Lee, H. Ahn, "Fuzzy cognitive map based on structural equation modeling for the design of controls in business-to-consumer e-commerce web-based systems," Expert Systems with Applications, vol. 36 no. 7, pp. 10447-10460, 2009.
25. M. Glykas, "Fuzzy cognitive strategic maps in business process performance measurement," Expert Systems with Applications, vol. 40 no. 1, pp. 1-14, 2013.
26. E. I. Papageorgiou, J. D. Roo, C. Huszka, D. Colaert, "Formalization of treatment guidelines using Fuzzy Cognitive Mapping and semantic web tools," Journal of Biomedical Informatics, vol. 45 no. 1, pp. 45-60, 2012.
27. E. I. Papageorgiou, W. Froelich, "Application of Evolutionary Fuzzy Cognitive Maps for Prediction of Pulmonary Infections," IEEE Transactions on Information Technology in Biomedicine, vol. 16 no. 1, pp. 143-149, 2012.
28. E. I. Papageorgiou, "A new methodology for Decisions in Medical Informatics using fuzzy cognitive maps based on fuzzy rule-extraction techniques," Applied Soft Computing, vol. 11 no. 1, pp. 500-513, 2011.
29. N. Douali, E. I. Papageorgiou, J. De Roo, M. C. Jaulent, "Case based fuzzy cognitive maps: new method for medical reasoning: comparison study between CBFCM/FCM," IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 844-850, 2011.
30. O. Motlagh, S. H. Tang, N. Ismail, A. R. Ramli, "An expert fuzzy cognitive map for reactive navigation of mobile robots," Fuzzy Sets and Systems, vol. 201, pp. 105-121, 2012.
31. O. Motlagh, S. H. Tang, A. R. Ramli, D. Nakhaeinia, "An FCM modeling for using a priori knowledge: application study in modeling quadruped walking," Neural Computing & Applications, vol. 21 no. 5, pp. 1007-1015, 2012.
32. K. Kok, "The potential of Fuzzy Cognitive Maps for semi-quantitative scenario development, with an example from Brazil, Global Environmental Change," vol. 19 no. 1, pp. 122-133, 2009.
33. D. S. L. Ramsey et al., "An approximate Bayesian algorithm for training fuzzy cognitive map models of forest responses to deer control in a New