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2020 – today
- 2024
[c11]Francesco Gibellini, Bart van Gool, Murat Firat, Stefano Bromuri:
Estimating the Time of Arrival of a Shipment with Machine Learning. ECAI 2024: 4681-4688- 2022
- [j13]Murat Firat, Ahmet Çinar, Cem Çankaya, Ilknur Tuncer Firat, Taner Tuncer
:
Prediction of Pentacam image after corneal cross-linking by linear interpolation technique and U-NET based 2D regression model. Comput. Biol. Medicine 146: 105541 (2022) - [j12]Murat Firat, Julie De Meyere, Tugce G. Martagan, Laura Genga:
Optimizing the workload of production units of a make-to-order manufacturing system. Comput. Oper. Res. 138: 105530 (2022) - [j11]Murat Firat, Cem Çankaya, Ahmet Çinar, Taner Tuncer:
Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning. Int. J. Imaging Syst. Technol. 32(5): 1548-1560 (2022) - 2021
- [j10]Rik Eshuis, Murat Firat, Uzay Kaymak:
Modeling uncertainty in declarative artifact-centric process models using fuzzy logic. Inf. Sci. 579: 845-862 (2021) - [j9]Murat Firat, Derya Yiltas-Kaplan, Ruya Samli:
Forecasting Air Travel Demand for Selected Destinations Using Machine Learning Methods. J. Univers. Comput. Sci. 27(6): 564-581 (2021) - [j8]Seda Arslan Tuncer, Ahmet Çinar, Murat Firat:
Hybrid CNN Based Computer-Aided Diagnosis System for Choroidal Neovascularization, Diabetic Macular Edema, Drusen Disease Detection from OCT Images. Traitement du Signal 38(3): 673-679 (2021) - [c10]Pam Pijnenborg, Rob Verhoeven, Murat Firat, Hanneke van Laarhoven, Laura Genga:
Towards Evidence-Based Analysis of Palliative Treatments for Stomach and Esophageal Cancer Patients: a Process Mining Approach. ICPM 2021: 136-143 - 2020
- [j7]Murat Firat, Guillaume Crognier, Adriana F. Gabor, Cor A. J. Hurkens, Yingqian Zhang:
Column generation based heuristic for learning classification trees. Comput. Oper. Res. 116: 104866 (2020) - [c9]Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak:
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. ACML 2020: 81-96 - [c8]Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak, Ali Izzet Metin, Gönenç Seçil Tarakçioglu, Cosku Bas:
Reserve price optimization with header bidding and Ad Exchange. SMC 2020: 830-835 - [i2]Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak:
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. CoRR abs/2004.12117 (2020)
2010 – 2019
- 2019
- [c7]Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak:
A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. BNAIC/BENELEARN 2019 - [c6]Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak:
A Decision Support Method to Increase the Revenue of Ad Publishers in Waterfall Strategy. CIFEr 2019: 1-8 - [c5]Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak:
Reinforcement Learning Method for Ad Networks Ordering in Real-Time Bidding. ICAART (Revised Selected Papers) 2019: 16-36 - [c4]Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak:
A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. ICAART (2) 2019: 256-265 - 2018
- [c3]Rik Eshuis, Murat Firat:
Modeling Uncertainty in Declarative Artifact-Centric Process Models. Business Process Management Workshops 2018: 281-293 - [i1]Murat Firat, Guillaume Crognier, Adriana F. Gabor, Yingqian Zhang, Cor A. J. Hurkens:
Constructing classification trees using column generation. CoRR abs/1810.06684 (2018) - 2017
- [j6]Maikel L. van Eck, Murat Firat, Wim P. M. Nuijten, Natalia Sidorova, Wil M. P. van der Aalst:
Human Performance-Aware Scheduling and Routing of a Multi-Skilled Workforce. Complex Syst. Informatics Model. Q. 12: 1-21 (2017) - [c2]Patricia Böhm, Martin Kocur, Murat Firat, Daniel Isemann:
Which Factors Influence Attitudes Towards Using Autonomous Vehicles? AutomotiveUI (adjunct) 2017: 141-145 - 2016
- [j5]Murat Firat, Dirk Briskorn, Alexandre Laugier:
A Branch-and-Price algorithm for stable workforce assignments with hierarchical skills. Eur. J. Oper. Res. 251(2): 676-685 (2016) - 2014
- [j4]Murat Firat, Cor A. J. Hurkens, Alexandre Laugier:
Stable multi-skill workforce assignments. Ann. Oper. Res. 213(1): 95-114 (2014) - 2012
- [j3]Murat Firat, Cor A. J. Hurkens:
An improved MIP-based approach for a multi-skill workforce scheduling problem. J. Sched. 15(3): 363-380 (2012) - 2011
- [j2]Murat Firat, Gerhard J. Woeginger:
Analysis of the dial-a-ride problem of Hunsaker and Savelsbergh. Oper. Res. Lett. 39(1): 32-35 (2011) - 2010
- [c1]Erdem Erdemir, Mehmed Özkan, Kazuhiko Kawamura, D. Mitch Wilkes, Murat Firat, Ali Polat:
Design and optimization of a fuzzy-neural hybrid controller for an artificial muscle robotic arm using genetic algorithms. Humanoids 2010: 530-535
2000 – 2009
- 2008
- [j1]Ümit Bilge, Murat Firat, Erinç Albey:
A parametric fuzzy logic approach to dynamic part routing under full routing flexibility. Comput. Ind. Eng. 55(1): 15-33 (2008)
Coauthor Index
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