| 2013 | AMIA | Using Hierarchical Mixture of Experts Model for Fusion of Outbreak Detection Methods. | Nastaran Jafarpour, Doina Precup, Masoumeh T. Izadi, David L. Buckeridge |
| 2013 | IAAI | Assessing the Predictability of Hospital Readmission Using Machine Learning. | Arian Hosseinzadeh, Masoumeh T. Izadi, Aman Verma, Doina Precup, David L. Buckeridge |
| 2012 | AI | Mining Administrative Data to Predict Falls in the Elderly Population. | Arian Hosseinzadeh, Masoumeh T. Izadi, Doina Precup, David L. Buckeridge |
| 2009 | AMIA | A Bayesian Network Model for Analysis of Detection Performance in Surveillance Systems. | Masoumeh T. Izadi, David L. Buckeridge, Anna Okhmatovskaia, Samson W. Tu, Martin J. O'Connor, Csongor Nyulas, Mark A. Musen |
| 2009 | ICMLA | Sensitivity Analysis of POMDP Value Functions. | Stphane Ross, Masoumeh T. Izadi, Mark Mercer, David L. Buckeridge |
| 2008 | AI | Point-Based Planning for Predictive State Representations. | Masoumeh T. Izadi, Doina Precup |
| 2008 | FlAIRS | State Space Compression with Predictive Representations. | Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa |
| 2008 | ICMLA | Prediction-Directed Compression of POMDPs. | Abdeslam Boularias, Masoumeh T. Izadi, Brahim Chaib-draa |
| 2007 | AAAI | Optimizing Anthrax Outbreak Detection Using Reinforcement Learning. | Masoumeh T. Izadi, David L. Buckeridge |
| 2007 | AMIA | Decision Theoretic Analysis of Improving Epidemic Detection. | Masoumeh T. Izadi, David L. Buckeridge |
| 2006 | AI | Belief Selection in Point-Based Planning Algorithms for POMDPs. | Masoumeh T. Izadi, Doina Precup, Danielle Azar |
| 2005 | IJCAI | Model minimization by linear PSR. | Masoumeh T. Izadi, Doina Precup |
| 2005 | IJCAI | Using core beliefs for point-based value iteration. | Masoumeh T. Izadi, Ajit V. Rajwade, Doina Precup |
| 2003 | IJCAI | A Planning Algorithm for Predictive State Representations. | Masoumeh T. Izadi, Doina Precup |