Incorporating game-theoretic rough sets in Web-based medical decision support systems

Proceedings - 2013 12th International Conference on Machine Learning and Applications, ICMLA 2013

Volumn 2, Issue , 2013, Pages 335-338

  Yao, Jingtao ^a   Azam, Nouman ^a  

^a UNIVERSITY OF REGINA   (Canada)

Author keywords

Decision support; Game thoeretic rough sets; probabilistic rough sets; rough sets; web based support systems

Indexed keywords

DECISION MAKING; DECISION SUPPORT SYSTEMS; GAME THEORY; LEARNING SYSTEMS; WEBSITES;

ANALYSIS CAPABILITIES; DECISION MAKING MODELS; DECISION SUPPORTS; INTELLIGENT SUPPORT; MEDICAL DECISION SUPPORT SYSTEM; PROBABILISTIC ROUGH SETS; WEB-BASED DECISION SUPPORT SYSTEMS; WEB-BASED SUPPORT SYSTEMS;

ROUGH SET THEORY;

EID: 84899440409     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICMLA.2013.190     Document Type: Conference Paper

References (18)

1. N. Azam and J. T. Yao, "Multiple criteria decision analysis with gametheoretic rough sets," in Proceedings of 7th International Conference on Rough Sets and knowledge Techonology (RSKT?12), Lecture Notes in Computer Science 7414, 2012, pp. 399-408.
2. N. Azam and J. T. Yao, "On semantic issues in game-theoretic rough sets," in Proceedings of Joint IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013, pp. 1303-1308.
3. N. Azam and J. T. Yao, "Analyzing uncertainties of probabilistic rough set regions with game-theoretic rough sets," International journal of approximate reasoning, http://dx.doi.org/10.1016/j.ijar.2013.03.015, 2013.
4. E. S. Berner and J. J. McGowan, "Use of diagnostic decision support systems in medical education," Methods of Information in Medicine, vol. 49, no. 4, pp. 412-417, 2012.
5. H. K. Bhargava, D. J. Power, and D. Sun, "Progress in web-based decision support technologies," Decision Support Systems, vol. 43, no. 4, pp. 1083-1095, 2007.
6. X. F. Deng and Y. Y. Yao, "An information-theoretic interpretation of thresholds in probabilistic rough sets," in Proceedings of Rough Sets and Current Trends in Computing (RSCTC?12), Lecture Notes in Computer Science 7413, 2012, pp. 232-241.
7. J. P. Herbert and J. T. Yao, "Game-theoretic rough sets," Fundamenta Informaticae, vol. 108, no. 3-4, pp. 267-286, 2011.
8. B. G. Koerkamp, M. C. Weinstein, T. Stijnen, M. H. Heijenbrok-Kal, and M. M. Hunink, "Uncertainty and patient heterogeneity in medical decision models," Medical Decision Making, vol. 30, no. 2, pp. 194-205, 2010.
9. K. Leyton-Brown and Y. Shoham, Essentials of Game Theory: A Concise Multidisciplinary Introduction. Morgan & Claypool Publishers, 2008.
10. S. G. Pauker and J. P. Kassirer, "The threshold approach to clinical decision making," The New England Journal of Medicine, vol. 302, no. 20, pp. 1109-1117, 1980.
11. J. T. Yao, "On web-based support systems," in Proceedings of the 2nd Indian International Conference on Artificial Intelligence, (IICIA?05), 2005, pp. 2589-2600.
12. J. T. Yao and J. P. Herbert, "Web-based support systems with rough set analysis," in Proceedings of International Conference on Rough Sets and Intelligent Systems Paradigms (RSEISP?07), Lecture Notes in Computer Science 4585, 2007, pp. 360-370.
13. J. T. Yao, "An introduction to web-based support systems," Journal of Intelligent Systems, vol. 17, no. 1-3, pp. 267-282, 2008.
14. J. T. Yao and N. Azam, "Web-based medical decision support systems for three-way medical decision making with game-theoretic rough sets," Manuscript.
15. Y. Y. Yao, "A framework for web-based research support systems," in Proceedings of the 27th Annual International Conference on Computer Software and Applications, (COMPSAC ?03), 2003, pp. 601-606.
16. Y. Y. Yao, "Decision-theoretic rough set models," in Proceedings of Second International Conference on Rough Sets and Knowledge Technology (RSKT?07), Lecture Notes in Computer Science 4481, 2007, pp. 1-12.
17. Y. Y. Yao, "Two semantic issues in a probabilistic rough set model," Fundamenta Informaticae, vol. 108, no. 3-4, pp. 249-265, 2011.
18. Y. Y. Yao, "An outline of a theory of three-way decisions," in Proceedings of Rough Sets and Current Trends in Computing (RSCTC?12), Lecture Notes in Computer Science 7413, 2012, pp. 1-17.