Faculty Directory
Diego Klabjan

Professor of Industrial Engineering and Management Sciences

Director of Master of Science in Analytics Program

Contact

2145 Sheridan Road
Tech E278
Evanston, IL 60208-3109

Email Diego Klabjan

Website

Master of Science in Analytics

Klabjan's Homepage


Departments

Industrial Engineering and Management Sciences

Affiliations

Master of Science in Analytics Program

Education

Ph.D. Industrial Engineering, Georgia Institute of Technology, Atlanta, GA

B.S. Applied Mathematics, University of Ljubljana, Ljubljana, Slovenia


Research Interests

Machine learning and artificial intelligence - text analytics, deep learning, optimization; transportation, finance, healthcare


Selected Publications

  • Chan Seng Pun, Diego Klabjan, Fikri Karaesmen, Sergey Shebalov, “Itinerary-based nesting control with upsell”, Journal of Revenue and Pricing Management, (2016)
  • Young Woong Park, Diego Klabjan, “An aggregate and iterative disaggregate algorithm with proven optimality in machine learning”, Machine Learning, (2016)
  • Anupam Seth, Diego Klabjan, Placid M. Ferreira, “A new novel local search integer-programming-based heuristic for PCB assembly on collect-and-place machines”, Mathematical Programming Computation, (2016)
  • Sergey Shebalov, Young Woong Park, Diego Klabjan, “Lifting for mixed integer programs with variable upper bounds”, Discrete Applied Mathematics, (2015)
  • Nathan Craig, Nicole Dehoratius, Yan Jiang, Diego Klabjan, “Execution quality”, Journal of Operations Management, (2015)
  • Matthew Dixon, Diego Klabjan, Jin Hoon Bang, “Implementing deep neural networks for financial market prediction on the intel xeon phi”, Proceedings of WHPCF 2015: 8th Workshop on High Performance Computational Finance - Held in conjunction with SC 2015: The International Conference for High Performance Computing, Networking, Storage and Analysis, (2015)
  • Chiwon Kim, Diego Klabjan, David Simchi-Levi, “Optimal Expediting Policies for a Serial Inventory System with Stochastic Lead Time”, Production and Operations Management, (2015)
  • Klabjan, Diego; Shebalov, Sergey; Park, Young Woong, “Lifting for mixed integer programs with variable upper bounds”, Discrete Applied Mathematics, (2015)