| 2026 | ITiCSE | A no-code Machine Learning Dashboard for Practice-based Personalized Learning. | Tim Gorter, Murat Firat, Ebrahim Rahimi |
| 2024 | ECAI | Estimating the Time of Arrival of a Shipment with Machine Learning. | Francesco Gibellini, Bart van Gool, Murat Firat, Stefano Bromuri |
| 2021 | ICPM | Towards Evidence-Based Analysis of Palliative Treatments for Stomach and Esophageal Cancer Patients: a Process Mining Approach. | Pam Pijnenborg, Rob Verhoeven, Murat Firat, Hanneke W. M. van Laarhoven, Laura Genga |
| 2020 | ACML | A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. | Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak |
| 2020 | SMC | Reserve price optimization with header bidding and Ad Exchange. | Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak, Ali Izzet Metin, Gnen Seil Tarakioglu, Cosku Bas |
| 2019 | ICAART | A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. | Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak |
| 2019 | ICAART | Reinforcement Learning Method for Ad Networks Ordering in Real-Time Bidding. | Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak |
| 2018 | BPM | Modeling Uncertainty in Declarative Artifact-Centric Process Models. | Rik Eshuis, Murat Firat |