Browsing Management Sciences by Supervisor "Erenay, Fatih Safa"
Now showing items 1-4 of 4
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Applications of stochastic modeling and data analytics techniques in healthcare decision making
(University of Waterloo, 2017-12-19)We present approaches utilizing aspects of data analytics and stochastic modeling techniques and applied to various areas in healthcare. In general, the thesis has composed of three major components. Firtsly, we propose ... -
Data-driven Structure Detection in Optimization: Decomposition, Hub Location, and Brain Connectivity
(University of Waterloo, 2018-07-13)Employing data-driven methods to efficiently solve practical and large optimization problems is a recent trend that focuses on identifying patterns and structures in the problem data to help with its solution. In this ... -
Resource Allocation Models in Healthcare Decision Making
(University of Waterloo, 2017-08-31)We present models for allocating limited healthcare resources efficiently among target populations in order to maximize society's welfare and/or minimize the expected costs. In general, this thesis is composed of two major ... -
Use of Markov Decision Process Models in Preventive Medicine
(University of Waterloo, 2018-08-02)The biggest trade-off when proposing health care policies is about balancing the effectiveness and the practicality of the policies. The optimal policies providing benchmark performances can be driven through using operations ...