Murat Firat - RankMe

27 papers A 1B 2C 1Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Explaining Customer Dissatisfaction Patterns in Express Shipping with Representation Learning. ICMLT Francesco Gibellini, Ayjeren Rozyjumajeva, Murat Firat, Stefano Bromuri
2024	A	`conf`	Estimating the Time of Arrival of a Shipment with Machine Learning. ECAI Francesco Gibellini, Bart van Gool, Murat Firat, Stefano Bromuri
2022	J	`jnl`	Automatic detection of keratoconus on Pentacam images using feature selection based on deep learning. Int. J. Imaging Syst. Technol. Murat Firat, Cem Çankaya, Ahmet Çinar, Taner Tuncer
2022	J	`jnl`	Optimizing the workload of production units of a make-to-order manufacturing system. Comput. Oper. Res. Murat Firat, Julie De Meyere, Tugce G. Martagan, Laura Genga
2022	J	`jnl`	Prediction of Pentacam image after corneal cross-linking by linear interpolation technique and U-NET based 2D regression model. Comput. Biol. Medicine Murat Firat, Ahmet Çinar, Cem Çankaya, Ilknur Tuncer Firat, Taner Tuncer
2021	J	`jnl`	Forecasting Air Travel Demand for Selected Destinations Using Machine Learning Methods. J. Univers. Comput. Sci. Murat Firat, Derya Yiltas-Kaplan, Ruya Samli
2021	J	`jnl`	Hybrid CNN Based Computer-Aided Diagnosis System for Choroidal Neovascularization, Diabetic Macular Edema, Drusen Disease Detection from OCT Images. Traitement du Signal Seda Arslan Tuncer, Ahmet Çinar, Murat Firat
2021	J	`jnl`	Modeling uncertainty in declarative artifact-centric process models using fuzzy logic. Inf. Sci. Rik Eshuis, Murat Firat, Uzay Kaymak
2021	B	`conf`	Towards Evidence-Based Analysis of Palliative Treatments for Stomach and Esophageal Cancer Patients: a Process Mining Approach. ICPM Pam Pijnenborg, Rob Verhoeven, Murat Firat, Hanneke van Laarhoven, Laura Genga
2020	C	`conf`	A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. ACML Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
2020	J	`jnl`	A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning. CoRR Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
2020	J	`jnl`	Column generation based heuristic for learning classification trees. Comput. Oper. Res. Murat Firat, Guillaume Crognier, Adriana F. Gabor, Cor A. J. Hurkens, Yingqian Zhang
2020	B	`conf`	Reserve price optimization with header bidding and Ad Exchange. SMC Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak, Ali Izzet Metin, Gönenç Seçil Tarakçioglu, Cosku Bas
2019	—	`conf`	A Decision Support Method to Increase the Revenue of Ad Publishers in Waterfall Strategy. CIFEr Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
2019	—	`conf`	A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. BNAIC/BENELEARN Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
2019	—	`conf`	A Reinforcement Learning Method to Select Ad Networks in Waterfall Strategy. ICAART (2) Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
2019	—	`conf`	Reinforcement Learning Method for Ad Networks Ordering in Real-Time Bidding. ICAART (Revised Selected Papers) Reza Refaei Afshar, Yingqian Zhang, Murat Firat, Uzay Kaymak
2018	J	`jnl`	Constructing classification trees using column generation. CoRR Murat Firat, Guillaume Crognier, Adriana F. Gabor, Yingqian Zhang, Cor A. J. Hurkens
2018	—	`conf`	Modeling Uncertainty in Declarative Artifact-Centric Process Models. Business Process Management Workshops Rik Eshuis, Murat Firat
2017	J	`jnl`	Human Performance-Aware Scheduling and Routing of a Multi-Skilled Workforce. Complex Syst. Informatics Model. Q. Maikel L. van Eck, Murat Firat, Wim P. M. Nuijten, Natalia Sidorova, Wil M. P. van der Aalst
2017	—	`conf`	Which Factors Influence Attitudes Towards Using Autonomous Vehicles? AutomotiveUI (adjunct) Patricia Böhm, Martin Kocur, Murat Firat, Daniel Isemann
2016	J	`jnl`	A Branch-and-Price algorithm for stable workforce assignments with hierarchical skills. Eur. J. Oper. Res. Murat Firat, Dirk Briskorn, Alexandre Laugier
2014	J	`jnl`	Stable multi-skill workforce assignments. Ann. Oper. Res. Murat Firat, Cor A. J. Hurkens, Alexandre Laugier
2012	J	`jnl`	An improved MIP-based approach for a multi-skill workforce scheduling problem. J. Sched. Murat Firat, Cor A. J. Hurkens
2011	J	`jnl`	Analysis of the dial-a-ride problem of Hunsaker and Savelsbergh. Oper. Res. Lett. Murat Firat, Gerhard J. Woeginger
2010	—	`conf`	Design and optimization of a fuzzy-neural hybrid controller for an artificial muscle robotic arm using genetic algorithms. Humanoids Erdem Erdemir, Mehmed Özkan, Kazuhiko Kawamura, D. Mitch Wilkes, Murat Firat, Ali Polat
2008	J	`jnl`	A parametric fuzzy logic approach to dynamic part routing under full routing flexibility. Comput. Ind. Eng. Ümit Bilge, Murat Firat, Erinç Albey