| An integrated data-driven method using deep learning for a newsvendor problem with unobservable features DP Neghab, S Khayyati, F Karaesmen European Journal of Operational Research 302 (2), 482-496, 2022 | 26 | 2022 |
| Data-driven control of a production system by using marking-dependent threshold policy S Khayyati, B Tan International Journal of Production Economics 226, 107607, 2020 | 12 | 2020 |
| Supervised-learning-based approximation method for multi-server queueing networks under different service disciplines with correlated interarrival and service times S Khayyati, B Tan International Journal of Production Research 60 (17), 5176-5200, 2022 | 9 | 2022 |
| Production and energy mode control of a production-inventory system B Tan, O Karabağ, S Khayyati European Journal of Operational Research 308 (3), 1176-1187, 2023 | 8 | 2023 |
| Supervised learning-based approximation method for single-server open queueing networks with correlated interarrival and service times B Tan, S Khayyati International Journal of Production Research 60 (22), 6822-6847, 2022 | 7 | 2022 |
| A machine learning approach for implementing data-driven production control policies S Khayyati, B Tan International Journal of Production Research 60 (10), 3107-3128, 2022 | 3 | 2022 |
| A lab-scale manufacturing system environment to investigate data-driven production control approaches S Khayyati, B Tan Journal of Manufacturing Systems 60, 283-297, 2021 | 3 | 2021 |
| Energy-efficient production control of a make-to-stock system with buffer-and time-based policies B Tan, O Karabağ, S Khayyati International Journal of Production Research, 1-19, 2023 | 1 | 2023 |
| A hybrid approximation method for time-dependent queues in service systems S Khayyati, A Foroughi, R Stolletz | | 2023 |
| A machine learning approach to the performance evaluation of time-dependent queues S Khayyati, SM Zenouzzadeh, R Stolletz Program and abstract book, 31, 2022 | | 2022 |
| Analysis of time-dependent queues using machine learning R Stolletz, SM Zenouzzadeh, S Khayyati | | 2022 |
| Examples of Master's theses topics R Stolletz, E Grass, S Khayyati, Ö Özümerzifon, T Weber, ... | | |
| Performance Evaluation of Manufacturing Systems by Joint Use of Analytical Models, Simulation, and Supervised Learning B TAN, S KHAYYATI Program and abstract book, 32, 0 | | |
Baris TanProfessor of Industrial Engineering and Operations Management, Özyeğin Universityozyegin.edu.tr üzerinde doğrulanmış e-posta adresine sahip
