Faculty Member, PhD
Doruk Şen
Education
- 2020, PhD. in Engineering Management, Marmara University, Istanbul
- 2015, MSc. in Management with Business Finance, University of York, United Kingdom
- 2013, BSc. in Industrial and Systems Engineering, Yeditepe University, Istanbul
Courses
- IE 270 - Engineering Project Management
- IE 335 - Optimization Methods II
- IE 421 - Data Science for Engineers
- IE 423 - Machine Learning Applications in IE
- IE 211 - Introduction to Algorithms (2024)
- IE 234 - Optimization Methods I (2018)
- IE 481 - Financial Engineering (2021, 2022)
Areas of Interest
- Machine Learning
- Natural Language Processing
- Network Analysis
- Multimodal Learning
- Computational Social Science
Other Information
Academic Appointments
- 2021 - Present, Assistant Professor
- 2018 - 2021, Research Assistant
- 2015 - 2018, Adjunct Instructor
Funded Research
- TÜBİTAK - The Scientific and Technological Research Council of Turkey (2023 - 2026)
- Proje Title: Developing Machine Learning Assisted Models and Solution Methods for Integrated Container Loading and Routing Problems in Logistics Operations
- 1001 Grant (Researcher)
- Horizon Europe (2022 - 2025)
- Project Title: Feminist Movements Revitalizing Democracy in Europe
- Researcher
- Istanbul Bilgi University (2023 - 2024)
- Project Title: A Hybrid Artwork Valuation Model Proposition using Natural Language Processing, Machine Learning and Metaheuristic Algorithms
- Scientific Research Projects Grant (Principal Investigator)
- Istanbul Bilgi University (2021 - 2022)
- Project Title: Forecasts of Worldwide Oil, Natural Gas and Coal Consumption Using Machine Learning Methods
- Scientific Research Projects Grant (Researcher)