Amin Hosseininasab

Amin Hosseininasab

Assistant Professor

(352) 273-3288  |  Email

Contact details

University of Florida
Warrington College of Business
Marketing Department
Stuzin Hall 256

Bio

Professor Hosseininasab’s primary research focuses on the design and analysis of machine learning algorithms and optimization models under a marketing and management science lens. In particular, he is interested in developing interpretable learning algorithms and decision support systems for applications in E-commerce, healthcare markets, financial markets, and operations.

Expertise and interest areas

Education All years

  • PhD - Operations Research, Carnegie Mellon University, 2020
  • MSc - Management Sciences, University of Waterloo, 2015
  • BSc - Industrial Engineering, Amirkabir University of Technology, 2012

Courses taught Last 3 years

  • Machine Learning in Business (MAR6930)
  • Marketing Analytics 1 (MAR6668)

PhD students advised Last 3 years

  • Vincent Zhao — 2022 — Current
  • Weiran Lin — 2024 — Current
  • Zhiyu Zhang — 2023 — Current
  • Xiang Wan — 2021 — 2022

Journal article publications Last 5 years

  • Exact Multiple Sequence Alignment by Synchronized Decision Diagrams
    Status: Published
    Journal: INFORMS Journal on Computing
    Accepted Year: 2021
    Authors: Amin Hosseininasab, Willem-Jan van Hoeve
  • Seq2Pat: Sequence-to-Pattern Generation for Constraint-based Sequential Pattern Mining
    Status: Published
    Journal: Proceedings of the AAAI Conference on Artificial Intelligence
    Published Year: 2021
    Authors: Xin Wang, Amin Hosseininasab, Pablo Colunga, Serdar Kadioglu, Willem-Jan van Hoeve
  • Effects of feasibility cuts in Lagrangian relaxation for a two-stage stochastic facility location and network flow problem
    Status: Published
    Journal: Optimization Letters
    Published Year: 2020
    Authors: Amin Hosseininasab, Fatma Gzara