| 2008 |
|---|
| 11 | | Changhe Yuan,
Tsai-Ching Lu:
A General Framework for Generating Multivariate Explanations in Bayesian Networks.
AAAI 2008: 1119-1124 |
| 10 | | Nan Wang,
Changhe Yuan,
Shane C. Burgess,
Bindu Nanduri,
Mark Lawrence,
Susan Bridges:
Integrating Evidence for Evaluation of Potential Novel Protein-coding Genes Using Bayesian Networks.
BIOCOMP 2008: 838-843 |
| 2007 |
|---|
| 9 | | Changhe Yuan,
Marek J. Druzdzel:
Generalized Evidence Pre-propagated Importance Sampling for Hybrid Bayesian Networks.
AAAI 2007: 1296- |
| 8 | EE | Changhe Yuan,
Marek J. Druzdzel:
Improving Importance Sampling by Adaptive Split-Rejection Control in Bayesian Networks.
Canadian Conference on AI 2007: 332-343 |
| 7 | EE | Xiaoxun Sun,
Marek J. Druzdzel,
Changhe Yuan:
Dynamic Weighting A* Search-Based MAP Algorithm for Bayesian Networks.
IJCAI 2007: 2385-2390 |
| 6 | EE | Changhe Yuan,
Marek J. Druzdzel:
Theoretical analysis and practical insights on importance sampling in Bayesian networks.
Int. J. Approx. Reasoning 46(2): 320-333 (2007) |
| 2006 |
|---|
| 5 | EE | Xiaoxun Sun,
Marek J. Druzdzel,
Changhe Yuan:
Dynamic Weighting A* Search-based MAP Algorithm for Bayesian Networks.
Probabilistic Graphical Models 2006: 279-286 |
| 4 | EE | Changhe Yuan,
Marek J. Druzdzel:
Hybrid Loopy Belief Propagation.
Probabilistic Graphical Models 2006: 317-324 |
| 2005 |
|---|
| 3 | | Changhe Yuan,
Marek J. Druzdzel:
How Heavy Should the Tails Be?
FLAIRS Conference 2005: 799-805 |
| 2004 |
|---|
| 2 | EE | Changhe Yuan,
Tsai-Ching Lu,
Marek J. Druzdzel:
Annealed MAP.
UAI 2004: 628-635 |
| 2003 |
|---|
| 1 | | Changhe Yuan,
Marek J. Druzdzel:
An Importance Sampling Algorithm Based on Evidence Pre-propagation.
UAI 2003: 624-631 |
