Murat Firat

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 20

Top Topics

Reinforcement Learning

Top Venues

Comput. Oper. Res.

Complex Syst. Informatics Model. Q.

ICAART (Revised Selected Papers)

Publications

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 (2022)
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) (2022)
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 (2022)
Murat Firat, Derya Yiltas-Kaplan, Ruya Samli
Forecasting Air Travel Demand for Selected Destinations Using Machine Learning Methods. J. Univers. Comput. Sci. 27 (6) (2021)
Rik Eshuis, Murat Firat, Uzay Kaymak
Modeling uncertainty in declarative artifact-centric process models using fuzzy logic. Inf. Sci. 579 (2021)
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) (2021)
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)
Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. CoRR (2020)
Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. ACML (2020)
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 (2020)
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)
Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. ICAART (2) (2019)
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)
Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. BNAIC/BENELEARN (2019)
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)
Rik Eshuis, Murat Firat
Modeling Uncertainty in Declarative Artifact-Centric Process Models. Business Process Management Workshops (2018)
Murat Firat, Guillaume Crognier, Adriana F. Gabor, Yingqian Zhang, Cor A. J. Hurkens
Constructing classification trees using column generation. CoRR (2018)
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 (2017)
Patricia Böhm, Martin Kocur, Murat Firat, Daniel Isemann
Which Factors Influence Attitudes Towards Using Autonomous Vehicles? AutomotiveUI (adjunct) (2017)
Murat Firat, Dirk Briskorn, Alexandre Laugier
A Branch-and-Price algorithm for stable workforce assignments with hierarchical skills. Eur. J. Oper. Res. 251 (2) (2016)
Murat Firat, Cor A. J. Hurkens, Alexandre Laugier
Stable multi-skill workforce assignments. Ann. Oper. Res. 213 (1) (2014)
Murat Firat, Cor A. J. Hurkens
An improved MIP-based approach for a multi-skill workforce scheduling problem. J. Sched. 15 (3) (2012)
Murat Firat, Gerhard J. Woeginger
Analysis of the dial-a-ride problem of Hunsaker and Savelsbergh. Oper. Res. Lett. 39 (1) (2011)
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)
Ümit Bilge, Murat Firat, Erinç Albey
A parametric fuzzy logic approach to dynamic part routing under full routing flexibility. Comput. Ind. Eng. 55 (1) (2008)