Murat Firat

According to our database, Murat Firat authored at least 24 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Estimating the Time of Arrival of a Shipment with Machine Learning.

Francesco Gibellini, Bart van Gool, Murat Firat, Stefano Bromuri

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

2022

Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning.

Murat Firat, Cem Çankaya, Ahmet Çinar, Taner Tuncer

Int. J. Imaging Syst. Technol., 2022

Optimizing the workload of production units of a make-to-order manufacturing system.

Murat Firat, Julie De Meyere, Tugce G. Martagan, Laura Genga

Comput. Oper. Res., 2022

Prediction of Pentacam image after corneal cross-linking by linear interpolation technique and U-NET based 2D regression model.

Murat Firat, Ahmet Çinar, Cem Çankaya, Ilknur Tuncer Firat, Taner Tuncer

Comput. Biol. Medicine, 2022

2021

Hybrid CNN Based Computer-Aided Diagnosis System for Choroidal Neovascularization, Diabetic Macular Edema, Drusen Disease Detection from OCT Images.

Seda Arslan Tuncer, Ahmet Çinar, Murat Firat

Traitement du Signal, 2021

Forecasting Air Travel Demand for Selected Destinations Using Machine Learning Methods.

Murat Firat, Derya Yiltas-Kaplan, Ruya Samli

J. Univers. Comput. Sci., 2021

Modeling uncertainty in declarative artifact-centric process models using fuzzy logic.

Rik Eshuis, Murat Firat, Uzay Kaymak

Inf. Sci., 2021

Towards Evidence-Based Analysis of Palliative Treatments for Stomach and Esophageal Cancer Patients: a Process Mining Approach.

Pam Pijnenborg, Rob Verhoeven, Murat Firat, Hanneke van Laarhoven, Laura Genga

Proceedings of the 3rd International Conference on Process Mining, 2021

2020

Column generation based heuristic for learning classification trees.

Murat Firat, Guillaume Crognier, Adriana F. Gabor, Cor A. J. Hurkens, Yingqian Zhang

Comput. Oper. Res., 2020

Reserve price optimization with header bidding and Ad Exchange.

Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak, Ali Izzet Metin, Gönenç Seçil Tarakçioglu, Cosku Bas

Proceedings of the 2020 IEEE International Conference on Systems, Man, and Cybernetics, 2020

A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning.

Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak

Proceedings of The 12th Asian Conference on Machine Learning, 2020

2019

Reinforcement Learning Method for Ad Networks Ordering in Real-Time Bidding.

Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak

Proceedings of the Agents and Artificial Intelligence - 11th International Conference, 2019

A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy.

Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

A Decision Support Method to Increase the Revenue of Ad Publishers in Waterfall Strategy.

Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak

Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics, 2019

2018

Constructing classification trees using column generation.

Murat Firat, Guillaume Crognier, Adriana F. Gabor, Yingqian Zhang, Cor A. J. Hurkens

CoRR, 2018

Modeling Uncertainty in Declarative Artifact-Centric Process Models.

Rik Eshuis, Murat Firat

Proceedings of the Business Process Management Workshops, 2018

2017

Human Performance-Aware Scheduling and Routing of a Multi-Skilled Workforce.

Maikel L. van Eck, Murat Firat, Wim P. M. Nuijten, Natalia Sidorova, Wil M. P. van der Aalst

Complex Syst. Informatics Model. Q., 2017

Which Factors Influence Attitudes Towards Using Autonomous Vehicles?

Patricia Böhm, Martin Kocur, Murat Firat, Daniel Isemann

Proceedings of the Adjunct Proceedings of the 9th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2017

2016

A Branch-and-Price algorithm for stable workforce assignments with hierarchical skills.

Murat Firat, Dirk Briskorn, Alexandre Laugier

Eur. J. Oper. Res., 2016

2014

Stable multi-skill workforce assignments.

Murat Firat, Cor A. J. Hurkens, Alexandre Laugier

Ann. Oper. Res., 2014

2012

An improved MIP-based approach for a multi-skill workforce scheduling problem.

Murat Firat, Cor A. J. Hurkens

J. Sched., 2012

2011

Analysis of the dial-a-ride problem of Hunsaker and Savelsbergh.

Murat Firat, Gerhard J. Woeginger

Oper. Res. Lett., 2011

2010

Design and optimization of a fuzzy-neural hybrid controller for an artificial muscle robotic arm using genetic algorithms.

Erdem Erdemir, Mehmed Özkan, Kazuhiko Kawamura, D. Mitch Wilkes, Murat Firat, Ali Polat

Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

2008

A parametric fuzzy logic approach to dynamic part routing under full routing flexibility.

Ümit Bilge, Murat Firat, Erinç Albey

Comput. Ind. Eng., 2008