Dr. Phan
H. Giang
George
Mason University, USA
Email: [email protected]
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)
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Phan H. GiangGiang, P. H. (2016). Subjective foundation of possibility theory: Anscombe-Aumann approach. Information Sciences, 370, 368–384.
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Giang, P. H., Landi, W. A., & Sandilya, S. (2016). System and method for data sensitive filtering of patient demographic record queries. US Patent 9,336,283.
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Giang, P. H. (2016). Decision making under ignorance. In Fusion Methodologies in Crisis Management: Higher Level Fusion and Decision.
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Giang, P. H. (2015). Decision making under uncertainty comprising complete ignorance and probability. International Journal of Approximate Reasoning, 62, 27–45.
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Giang, P. H. (2015). A machine learning approach to create blocking criteria for record linkage. Health Care Management Science, 18(1), 93–105.
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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.
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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.
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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.
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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.
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P. H. Giang and P.
P. Shenoy. A decision theory for partially consonant belief functions.
International Journal of Approximate Reasoning, 52:375–394, 2011.
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P. H. Giang. On
Jaffray’s decision model for belief functions. In Proc. of 5th International
Conference on Soft Methods in Probability and Statistics, pages 313–320, Spain,
10 2010. Springer-Verlag. Advances in Intelligent and Soft Computing Series.
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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.
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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.
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P. H. Giang and P.
P. Shenoy. Decision making on the sole basis of statistical likelihood.
Artificial Intelligence, 165:137–163, 2005.
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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.
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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.
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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.
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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.
Profile Details:
https://www.mli.gmu.edu/pgiang/
https://scholar.google.com/citations?user=0y54u3QAAAAJ&hl=en
https://vi.wikipedia.org/wiki/Phan_V%C4%83n_Giang
WOS ResearchID: EWX-9613-2022