Recent Accepted/Submitted Papers
Recent Accepted/Submitted Papers
- Data-driven Hospital Admission Control: A Contextual Learning Approach
Accepted at Operations Research
Collaboration with St. Joseph Hospital
M. Zhalechian, E. Keyvanshokooh, C. Shi, MP. Van Oyen- Winner of Richard C. Wilson Best Student Paper Award on Service Systems, 2021
- Finalist, Set Bonder Scholarship, INFORMS Health Applications Society, 2020
Online Resource Allocation with Personalized Learning
Accepted at Operations Research
Collaboration with Michigan Medicine
M. Zhalechian, E. Keyvanshokooh, C. Shi, MP. Van Oyen- Contextual Learning with Online Convex Optimization with Applications to Medical Decision-Making
2nd round of Major Revision at Management Science
Collaboration with Massachusetts Hospital
E. Keyvanshokooh, M. Zhalechian, C. Shi, MP. Van Oyen, P. Kazemian- Finalist, CHOM Best Paper Competition (POMS), 2022
- Finalist, INFORMS MSOM Best Student Paper Competition, 2021
- Finalist, INFORMS Health Applications Society (HAS) Best Student Paper Competition, 2021
- Second Place, INFORMS Decision Analysis Society (DAS) Best Student Paper, 2020
Dynamic Care Unit Placements under Unknown Demand with Learning
Under Review at Manufacturing & Service Operations Management
Collaboration with St. Joseph Hospital
A. Dean, M. Zhalechian, MP. Van Oyen- Augmenting Kalman Filter Machine Learning Models with Data from Optical Coherence Tomography to Predict Future Visual Field Loss: The African Descent and Glaucoma Evaluation Study
Accepted at Ophthalmology Science
Collaboration with Kellogg Eye Center and and Shiley Eye Institution
M. Zhalechian, MP. Van Oyen, M. Lavieri, C. Andrew, J. Stein, et. al
Working Papers
A Reinforcement Learning Approach to Control Chronic Diseases with Application to Macular Degeneration
Collaboration with Kellogg Eye Center
M. Zhalechian, MP. Van OyenOptimizing Time to Next Visit: A Reinforcement Learning Approach
Collaboration with Kellogg Eye Center
I. Jones, M. Zhalechian, MP. Van Oyen, M. Lavieri, C. Andrew, J. Stein
Selected Published Papers
Operating Room Scheduling by Considering the Decision-Making Styles of Surgical Team Members: A Comprehensive Approach
Computers & Operations Research, 2019
M. Hamid, M. Nasiri, F. Warner, M. ZhalechianHub-and-spoke network design under operational and disruption risks
Transportation Research Part E, 2017
M. Zhalechian, SA. Torabi, M. MohammadiA Self-adaptive Evolutionary Algorithm for a Fuzzy Multi-objective Hub Location Problem: An Integration of Responsiveness and Social Responsibility
Engineering Applications of Artificial Intelligence, 2017
M. Zhalechian, R. Tavakkoli-Moghaddam, Y. Rahimi.Sustainable Design of a Closed-loop Location-routing-inventory Supply Chain Network Under Mixed Uncertainty
Transportation Research Part E, 2016
M. Zhalechian, R. Tavakkoli-Moghaddam, B. Zahiri, M. MohammadiAn Interactive Possibilistic Programming Approach for a Multi-objective Hub Location Problem: Economic and Environmental Design
Applied Soft Computing, 2016
M. Zhalechian, R. Tavakkoli-Moghaddam, Y. Rahimi, F. JolaiA Robust Possibilistic Programming Approach to Multi-period Hospital Evacuation Planning Problem under Uncertainty
International Transactions in Operational Research, 2016
M. Rabbani, M. Zhalechian, A. Farshbaf-Geranmayeh