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Nevin L. Zhang
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Incremental pruning: A simple, fast, exact method for partially observable Markov decision processes
AR Cassandra, ML Littman, NL Zhang
arXiv preprint arXiv:1302.1525, 2013
6882013
Exploiting causal independence in Bayesian network inference
NL Zhang, D Poole
Journal of Artificial Intelligence Research 5, 301-328, 1996
6491996
A simple approach to Bayesian network computations
NL Zhang, D Poole
Proc. of the Tenth Canadian Conference on Artificial Intelligence, 1994
5221994
Hierarchical latent class models for cluster analysis
NL Zhang
The Journal of Machine Learning Research 5, 697-723, 2004
3262004
Algorithms for partially observable Markov decision processes
W Zhang
Hong Kong University of Science and Technology (Hong Kong), 2001
2742001
贝叶斯网引论
张连文, 郭海鹏
科学出版社, 2006
2212006
Solving hidden-mode Markov decision problems
SPM Choi, NL Zhang, DY Yeung, LF Lee, WC Wong, OC Au, JHP Chan, ...
Journal of Comparative Economics 30 (2), 325-328, 2001
220*2001
Speeding up the convergence of value iteration in partially observable Markov decision processes
NL Zhang, W Zhang
Journal of Artificial Intelligence Research 14, 29-51, 2001
1972001
Introduction to bayesian networks
L Zhang, H Guo
Beijing: Science Press, 2006
178*2006
Exploiting contextual independence in probabilistic inference
D Poole, NL Zhang
Journal of Artificial Intelligence Research 18, 263-313, 2003
1742003
Representation, independence, and combination of evidence in the Dempster-Shafer theory
L Zhang
Advances in the Dempster-Shafer theory of evidence, 51-69, 1994
1721994
Model-based multidimensional clustering of categorical data
T Chen, NL Zhang, T Liu, KM Poon, Y Wang
Artificial Intelligence 176 (1), 2246-2269, 2012
145*2012
Planning in stochastic domains: Problem characteristics and approximation
NL Zhang, W Liu
Technical Report HKUST-CS96-31, Department of Computer Science, Hong Kong …, 1996
1431996
Probabilistic inference in influence diagrams
NL Zhang
Computational intelligence 14 (4), 475-497, 1998
1421998
Latent tree models and diagnosis in traditional Chinese medicine
NL Zhang, S Yuan, T Chen, Y Wang
Artificial intelligence in medicine 42 (3), 229-245, 2008
1282008
A deep learning–based method for the design of microstructural materials
RK Tan, NL Zhang, W Ye
Structural and Multidisciplinary Optimization 61, 1417-1438, 2020
1002020
A Survey on Latent Tree Models and Applications.
R Mourad, C Sinoquet, NL Zhang, T Liu, P Leray
J. Artif. Intell. Res.(JAIR) 47, 157-203, 2013
962013
A computational theory of decision networks
NL Zhang, R Qi, D Poole
International Journal of Approximate Reasoning 11 (2), 83-158, 1994
941994
Hidden-mode markov decision processes for nonstationary sequential decision making
SPM Choi, DY Yeung, NL Zhang
Sequence learning: paradigms, algorithms, and applications, 264-287, 2001
852001
On the role of context-specific independence in probabilistic inference
NL Zhang, D Poole
16th International Joint Conference on Artificial Intelligence, IJCAI 1999 …, 1999
751999
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