University of Florida
Warrington College of Business
Marketing Department
Stuzin Hall 256
Contact details
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.
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: PublishedJournal: INFORMS Journal on ComputingAccepted Year: 2021Authors: Amin Hosseininasab, Willem-Jan van Hoeve
- Seq2Pat: Sequence-to-Pattern Generation for Constraint-based Sequential Pattern Mining Status: PublishedJournal: Proceedings of the AAAI Conference on Artificial IntelligencePublished Year: 2021Authors: 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: PublishedJournal: Optimization LettersPublished Year: 2020Authors: Amin Hosseininasab, Fatma Gzara
- Constraint-Based Sequential Pattern Mining with Decision Diagrams Status: PublishedJournal: Proceedings of the AAAI Conference on Artificial IntelligencePublished Year: 2019Authors: Amin Hosseininasab, Andre Cire, Willem-Jan van Hoeve