Dr. Phan H. Giang

George Mason University, USA

Email: pgiang@gmu.edu

Qualifications

2003  Ph.D., University of Kansas

1998  M.Sc., Australian National University, Australia

1985  B.Sc., University for Economics and Statistics(MESI), Russia

Publications (selected)

1. Phan H. Giang. Decision making in the environment of heterogeneous uncertainty. In Peijun Guo and Witold Pedrycs, editors, Human-Centric DecisionMaking Models for Social Sciences. Springer, 2013. To appear.
2. P. H. Giang. Non-parametric synthesis of private probabilistic predictions. In A. Brodsky and K. B. Laskey, editors, 28th IEEE International Conference on Data Engineering (ICDE 2012) Workshop on Data-Driven Decision Support and Guidance Systems, Washinton DC, 4 2012.
3. P. H. Giang. Decision with Dempster-Shafer belief functions: Decision under ignorance and sequential consistency. International Journal of Approximate Reasoning, 53(1):38–53, 2012.
4. P. H. Giang. Dynamic consistency and decision making under vacuous belief. In Fabio G. Cozman and Avi Pfeffer, editors, Uncertainty in Artificial Intelligence:Proceedings of the 27nd Conference (UAI–2011), pages 230–237. AUAI Press, 2011.
5. P. H. Giang and P. P. Shenoy. A decision theory for partially consonant belief functions. International Journal of Approximate Reasoning, 52:375–394, 2011.
6. P. H. Giang. On Jaffray’s decision model for belief functions. In Proc. of 5^th International Conference on Soft Methods in Probability and Statistics, pages 313–320, Spain, 10 2010. Springer-Verlag. Advances in Intelligent and Soft Computing Series.
7. G. Fung, H. Steck, S. Yu, and P. H. Giang. Improving medical predictive models via likelihood gamble pricing. In ICML/UAI/COLT 2008 Workshop on Machine Learning for Health-Care Applications, 2008.
8. P. H. Giang. A new axiomatization for likelihood gambles. In Rina Dechter and Thomas S. Richardson, editors, Uncertainty in Artificial Intelligence: Proceedings of the 22nd Conference (UAI–2006), pages 192–199. AUAI Press, 2006.
9. P. H. Giang and P. P. Shenoy. Decision making on the sole basis of statistical likelihood. Artificial Intelligence, 165:137–163, 2005.
10. P. H. Giang and P. P. Shenoy. Two axiomatic approaches to decision making using possibility theory. European Journal of Operational Research, 162(2):450–467, 2005.
11. P. H. Giang and S. Sandilya. Decision making with symbolic probability. In Chris Meek and Joseph Halpern, editors, Uncertainty in Artificial Intelligence: Proceedings of the Twentieth Conference (UAI–2004), San Francisco,CA, 2004. Morgan Kaufmann.
12. P. H. Giang and P. P. Shenoy. Decision making with partially consonant belief functions. In Chris Meek and Uffe Kjaerulff, editors, Uncertainty in Artificial Intelligence: Proceedings of the Nineteenth Conference (UAI–2003), San Francisco, CA, 2003. Morgan Kaufmann.
13. P. H. Giang and P. P. Shenoy. Statistical decisions using likelihood information without prior probabilities. In Adnan Darwiche and Nir Friedman,editors, Uncertainty in Artificial Intelligence: Proceedings of the Eightteenth Conference (UAI–2002), pages 170–178, San Francisco, CA, 2002. Morgan Kaufmann Publishers.
14. P. H. Giang and P. P. Shenoy. A comparison of axiomatic approaches to qualitativedecision making using possibility theory. In Jack Breese and Daphne Koller, editors, Uncertainty in Artificial Intelligence: Proceedings of the Seventeenth Conference (UAI-2001), pages 162–170, San Francisco, CA, 2001.Morgan Kaufmann Publishers.
15. P. H. Giang and P. P. Shenoy. A qualitative linear utility theory for Spohn’s theory of epistemic beliefs. In C. Boutilier and M. Goldszmidt, editors, Uncertainty in Artificial Intelligence: Proceedings of the Sixteenth Conference (UAI–2000), pages 220–229, San Francisco, CA, 2000. Morgan Kaufmann Publishers.

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