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Joe Naoum-Sawaya

Associate Professor, Management Science

Contact Information

Expertise

  • Operations Research
  • Optimization
  • Transportation
  • Connected Vehicles
  • Smart Cities
  • Energy Networks
  • Water Networks
  • Telecommunication
  • Big Data Analytics
  • Internet of Things

Impact Article

Research Publications

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Joe Naoum-Sawaya is an Associate Professor of Management Science at the Ivey Business School. He holds a Ph.D. in Management Science/Operations Research from the University of Waterloo. Prior to joining Ivey, Joe was a research scientist at IBM Research. Joe’s research focus is on machine learning and optimization with applications in smarter cities (energy, mobility, water, and telecommunication). His work has appeared in INFORMS Journal on Computing, European Journal of Operational Research, Transportation Research, and Naval Research Logistics among others. He co-edited the book volume "Analytics for the Sharing Economy: Mathematics, Engineering and Business Perspectives". Joe is currently serving as Associate Editor of the Information Systems and Operational Research journal and as Associate Editor of Frontiers in Sustainable Cities, Urban Transportation Systems and Mobility.

Teaching

  • Decision Making with Analytics
  • Prescriptive Analytics
  • Introductory Data Science
  • Competing with Analytics

Education

  • Ph.D. Management Sciences, University of Waterloo

Recent Refereed Articles

  • Rostami, B.; Kammerling, N.; Naoum-Sawaya, J.; Buchheim, C.; Clausen, U., (Forthcoming), "Stochastic single-allocation hub location", European Journal of Operational Research.
  • Gambella, G.; Ghaddar, B.; Naoum-Sawaya, J., (Forthcoming), "Optimization Problems for Machine Learning: A Survey", European Journal of Operational Research.
  • Sarhadi, H.; Naoum-Sawaya, J.; Verma, M., 2020, "A robust optimization approach to locating and stockpiling marine oil-spill response facilities", Transportation Research Part E: Logistics and Transportation Review, September 141.
  • Liu, M.; Naoum-Sawaya, J.; Gu, Y.; Leccue, F.; Shorten, R., 2019, "A Distributed Markovian Parking Assist System", IEEE Transactions on Intelligent Transportation Systems, June 20(6): 2230 - 2240.
  • Kuang, X.; Ghaddar, B.; Naoum-Sawaya, J.; Zuluaga, K., 2019, "Alternative SDP and SOCP Approximations for Polynomial Optimization", EURO Journal on Computational Optimization, June 7(2): 153 - 175.
  • Griggs, W. M.; Verago, R.; Naoum-Sawaya, J.; Ordonez-Hurtado, R. H.; Gilmore, R.; Shorten, R. N., 2018, "Localizing Missing Entities Using Parked Vehicles: An RFID-Based System", IEEE Internet of Things Journal, October 5(5): 4018 - 4030.
  • Gambella,, C.; Naoum-Sawaya, J.; Ghaddar, B., 2018, "The Vehicle Routing Problem with Floating Targets: Formulation and Solution Approaches", INFORMS Journal on Computing, August 30(3): 554 - 569.
  • Ghaddar, B.; Naoum-Sawaya, J., 2018, "High Dimensional Data Classification and Feature Selection using Support Vector Machines", European Journal of Operational Research, March 265(3): 993 - 1004.
  • Gu, Y.; Liu, M.; Naoum-Sawaya, J.; Crisostomi, E.; Russo, G.; Shorten, R., 2018, "Pedestrian-Aware Engine Management Strategies for Plug-In Hybrid Electric Vehicles", IEEE Transactions on Intelligent Transportation Systems, January 19(1): 92 - 101.
  • Naoum-Sawaya, J.; Yu, J. Y., 2017, "Ridesharing for emergency evacuation", INFOR, December 55(4): 339 - 358.
  • Naoum-Sawaya, J.; Ghaddar, B., 2017, "Cutting plane approach for the maximum flow interdiction problem", Journal of the Operational Research Society, December 68(12): 1553 - 1569.
  • Kuang, X.; Ghaddar, B.; Naoum-Sawaya, J.; Zuluaga, L., 2017, "Alternative LP and SOCP hierarchies for ACOPF problems", IEEE Transactions on Power Systems, July 32(4): 2828 - 2836.
  • Naoum-Sawaya, J.; Crisostomi, E.; Liu, M., 2017, "Smart Procurement of Naturally Generated Energy (SPONGE) for Plug-In Hybrid Electric Buses", IEEE Transactions on Automation Science and Engineering, April 14(2): 598 - 607.
  • Yassine, A.; Naoum-Sawaya, J., 2017, "Architecture, Performance, and Investment in Product Development Networks", Journal of Mechanical Design, January 139(1).
  • Villumsen, J. C.; Naoum-Sawaya, J., 2016, "Column Generation for Stochastic Green Telecommunication Network Planning with Switchable Base Stations", Naval Research Logistics, August 63(5): 351 - 366.

For more publications please see our Research Database

Experience

  • Research Scientist, IBM Research