Telephone: 617-552-6582
Email: dmitry.mitrofanov@bc.edu
Operations Management
Data-Driven Modeling; Retail Operations; Online platforms; Sharing economy; Revenue Management; and Machine Learning.
Professor Mitrofanov holds a PhD in Operations Management from Stern School of Business at New York University. His research interests fall into the intersection of data-driven operations, machine learning, and decision analytics, with applications in car-sharing, ride-hailing, retail, among other industries. More broadly, he strives to develop methodologies by combining data analytics with mathematical modeling which could lead companies to make effective operational decisions.
“Personalized Retail Promotions through a DAG-based Representation of Customer Preferences." (With Srikanth Jagabathula and Gustavo Vulcano.) Operations Research, 70 (2), 641- 1291. March-April, 2022.
"Demand Estimation under Uncertain Consideration Sets." (With Srikanth Jagabathula and Gustavo Vulcano.) Operations Research. 2023
"Why You Should Warn Customers When You’re Running Low on Stock.” (With Benjamin Knight.) Harvard Business Review. 2022.
"U.S. Opportunity Zones Use Tax Breaks for Developers to Help Poor Neighborhoods -- But Are They Choosing Wisely?" (With Ron Bekkerman, Maxime Cohen and John Maiden.) The Conversation, National Post, and Yahoo News. 2021.