Theses - Operations Research Center
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Intelligent supplies replenishment process
(Massachusetts Institute of Technology, 2019)Company X is facing high cost to serve customers such as hospitals and clinics, due to irregular ordering pattern. Currently, the customer ordering process is not well planned and leads to multiple orders in a month, thereby ... -
Machine learning for problems with missing and uncertain data with applications to personalized medicine
(Massachusetts Institute of Technology, 2019)When we try to apply statistical learning in real-world applications, we frequently encounter data which include missing and uncertain values. This thesis explores the problem of learning from missing and uncertain data ... -
Analytics in promotional pricing and advertising
(Massachusetts Institute of Technology, 2019)Big data and the internet are shifting the paradigm in promotional pricing and advertising. The amount of readily available data from both point-of-sale systems and web cookies has grown, enabling a shift from qualitative ...
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