A Planning Algorithm for Predictive State Representations. - Masoumeh T. Izadi; Doina Precup (IJCAI, 2003)

Using Rewards for Belief State Updates in Partially Observable Markov Decision Processes. - Masoumeh T. Izadi; Doina Precup (ECML, 2005)

Model minimization by linear PSR. - Masoumeh T. Izadi; Doina Precup (IJCAI, 2005)

Using core beliefs for point-based value iteration. - Masoumeh T. Izadi; Ajit V. Rajwade 002; Doina Precup (IJCAI, 2005)

Sequential Decision Making Under Uncertainty. - Masoumeh T. Izadi (SARA, 2005)

Belief Selection in Point-Based Planning Algorithms for POMDPs. - Masoumeh T. Izadi; Doina Precup; Danielle Azar (Canadian AI, 2006)

Optimizing Anthrax Outbreak Detection Using Reinforcement Learning. - Masoumeh T. Izadi; David L. Buckeridge (AAAI, 2007)

Decision Theoretic Analysis of Improving Epidemic Detection. - Masoumeh T. Izadi; David L. Buckeridge (AMIA, 2007)

Point-Based Planning for Predictive State Representations. - Masoumeh T. Izadi; Doina Precup (Canadian AI, 2008)

State Space Compression with Predictive Representations. - Abdeslam Boularias; Masoumeh T. Izadi; Brahim Chaib-draa (FLAIRS, 2008)

Prediction-Directed Compression of POMDPs. - Abdeslam Boularias; Masoumeh T. Izadi; Brahim Chaib-draa (ICMLA, 2008)

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 (AMIA, 2009)

Sensitivity Analysis of POMDP Value Functions. - Stéphane Ross; Masoumeh T. Izadi; Mark Mercer; David L. Buckeridge (ICMLA, 2009)

AI for Global Disease Surveillance. - Hsinchun Chen; Daniel Zeng 001; David L. Buckeridge; Masoumeh T. Izadi; Aman Verma; Anna Okhmatovskaia; Xiaohua Hu 001; Xiajiong Shen; Zhidong Cao; Fei-Yue Wang 001; Xiaolong Zheng 001; Quanyi Wang (IEEE Intell. Syst., 2009)

Mining Administrative Data to Predict Falls in the Elderly Population. - Arian Hosseinzadeh; Masoumeh T. Izadi; Doina Precup; David L. Buckeridge (Canadian AI, 2012)

A knowledge-based architecture for integrating and interpreting population health data. - Arash Shaban-Nejad; Yu Ma; Masoumeh T. Izadi; Laurette Dubé; Luke Mondor; David L. Buckeridge (DG.O, 2012)

An infrastructure for real-time population health assessment and monitoring. - David L. Buckeridge; Masoumeh T. Izadi; Arash Shaban-Nejad; Luke Mondor; Christian Jauvin; Laurette Dubé; Yeona Jang; Robyn Tamblyn (IBM J. Res. Dev., 2012)

Using Hierarchical Mixture of Experts Model for Fusion of Outbreak Detection Methods. - Nastaran Jafarpour; Doina Precup; Masoumeh T. Izadi; David L. Buckeridge (AMIA, 2013)

Assessing the Predictability of Hospital Readmission Using Machine Learning. - Arian Hosseinzadeh; Masoumeh T. Izadi; Aman Verma; Doina Precup; David L. Buckeridge (IAAI, 2013)

PopHR: An Integrated Semantic Framework for Population Health Surveillance. - Arash Shaban-Nejad; Christian Jauvin; Maxime Lavigne; Masoumeh T. Izadi; Luke Mondor; Anya Okhmatovskaia; David L. Buckeridge (ICBO, 2013)

PHIO: A Knowledge Base for Interpretation and Calculation of Public Health Indicators. - Arash Shaban-Nejad; Anya Okhmatovskaia; Masoumeh T. Izadi; Nona Naderi; Luke Mondor; Christian Jauvin; David L. Buckeridge (MedInfo, 2013)

Quantifying the determinants of outbreak detection performance through simulation and machine learning. - Nastaran Jafarpour; Masoumeh T. Izadi; Doina Precup; David L. Buckeridge (J. Biomed. Informatics, 2015)