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Active Information Fusion
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1.
Yongmian Zhang and Qiang Ji, An Approximation to Nonmyopic Sensor Selection for Active Information Fusion,
IEEE Transactions on Systems, Man, Cybernetics, Part B, Volume: 40 Issue 3,
pages 719 - 728, June, 2010. download the paper. 2. Wenhui Liao, Qiang Ji, and William Wallace Approximate Nonmyopic Sensor Selection Via Submodularity and Patitioning, IEEE Transactions on Systems,Man, and Cybernetics Part A, Vol. 39, No. 4, page 782-794, 2009 download the paper. 3. Wenhui Liao and Qiang Ji, Efficient Non-myopic Value-of-Information for Influence Diagrams, International Journal on Approximate Reasoning, vol. 49, no. 2, pp. 436-450, 2008. download the paper. 4. Cassio de Campos and Qiang Ji, Strategy Selection in
Influence Diagrams using Imprecise Probabilities, the 24th Conference on
Uncertainty in Artificial Intelligence (UAI), 2008. 5.
Wenhui Liao and Qiang Ji, “Efficient Active
Fusion for Decision-making via VOI Approximation”, the Twenty-First
National Conference on Artificial Intelligence (AAAI-06) (oral), Boston, July
2006. 6.
Yongmian Zhang and Qiang Ji, Active and Dynamic
Information Fusion for Multisensor Systems under
Dynamic Bayesian Networks, IEEE Transactions on Systems, Man, and Cybernetics
B, 36(2), April 2006 download
the paper. 7.
Weihong Zhang and Qiang Ji, A Factorization
Approach To Evaluating Simultaneous Influence Diagrams, IEEE Transcations on Systems, Man, and Cybernetics A,
p746-754, Vol. 36, No. 4, July,2006. download the paper. 8.
Yongmian Zhang and Qiang Ji, Sensor Selection for
Active Information Fusion, the 20th National Conference on Artificial
Intelligence (AAAI-05), July 2005, Pittsburgh, Pennsylvania. download the paper. 9.
Wenhui Liao, Weihong Zhang, and Qiang Ji, A Factor Tree Inference Algorithm for Bayesian
Networks and its Application, The 16th IEEE International Conference on Tools
with Artificial Intelligence, Nov., 2004. download
the paper. 10.
Yongmian Zhang, Qiang Ji, and Carl Looney, Active
Information Fusion for Decision Making Under Uncertainty the Invited
Session on Information Fusion using Bayesian Networks, Fusion 2002, July,
Annapolis, Maryland. 11.
Qiang Ji and M. Marefat, Evidential
Reasoning Mechanisms for 3D Feature Extractio n: A
Comparative Investigation, AAAI-94, July, 1994, Seattle, Washington. |
Introduction
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Summary
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Demos
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Publications
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BN
Resources
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