Burak Gülmez
Postdoc/ Guest
- Name
- Dr. B. Gülmez
- Telephone
- +31 71 527 2727
- b.gulmez@liacs.leidenuniv.nl
- ORCID iD
- 0000-0002-6870-6558
Postdoc/ Guest
- Science
- Leiden Inst of Advanced Computer Science
- Gülmez B. (2023), Stock price prediction with optimized deep LSTM network with artificial rabbits optimization algorithm, Expert Systems with Applications 227: 120346.
- Gülmez B. (2023), A novel deep learning model with the Grey Wolf Optimization algorithm for cotton disease detection, Journal of Universal Computer Science 29(6): 595-626.
- Gülmez B. & Kulluk S. (2023), Analysis and price prediction of secondhand vehicles in Türkiye with big data and machine learning techniques, Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi = Gazi University Journal of Engineering and Architecture 38(4): 2279-2289.
- Ay M., Ozbakir L., Kulluk S., Gülmez B., Oztürk G. & Ozer S. (2023), FC-Kmeans: fixed-centered K-means algorithm, Expert Systems with Applications 211: 118656.
- Gülmez B. (2023), Optimizing and comparison of market chain product distribution problem with different genetic algorithm versions, Osmaniye Korkut Ata University Journal of the Institute of Science and Technology 6(1): 180-196.
- Gülmez B. (2023), İşyeri güvenliği için derin öğrenme ile baret takılması tespiti. Özkaya U. (Ed.), Proceeding book of ICEANS 2023. International Conference on Engineering and Applied Natural Sciences 14 January 2023 - 17 January 2023 284.
- Ozbakir L., Tapkan P., Kulluk S., Bahar F. & Gulmez B. (2022), A modelling approach to the train timetabling problem using adaptive headways for dynamic passenger demand, International Journal of Rail Transportation 10(5): 606-630.
- Ay M., Kulluk S., Ozbakir L., Gülmez B., Ozturk G. & Ozer S. (2022), CNN-LSTM and clustering-based spatial-temporal demand forecasting for on-demand ride services, Neural Computing and Applications 34(24): 22071-22086.
- Gülmez B. (2022), A novel deep neural network model based Xception and genetic algorithm for detection of COVID-19 from X-ray images, Annals of Operations Research 328: 617-641.
- Tapkan P., Kulluk S., Özbakır L., Bahar F. & Gülmez B. (2022), A constraint programming based column generation approach for crew scheduling: a case study for the Kayseri railway, Journal of the Operational Research Society 74(9): 2028-2042.
- Gülmez B. (2022), Yapay Tavşan Algoritmasıyla araç rotalama problemi optimizasyonu. International Conference on Smart Logistics 24 November 2022 - 25 November 2022.
- Gülmez B. & Korhan E. (2021), COVID-19 vaccine distribution time optimization with Genetic Algorithm. Yaniktepe B., Ovali Döndas D., Kara O. & Güher A.B. (Eds.), ICENAS'21 Conference proceeding book. The International Conference on Engineering, Natural and Applied Science 24 November 2021 - 26 November 2021. Osmaniye, Türkiye: Osmaniye Korkut Ata University. 100.
- Gülmez B. (2021), Prediction of retail prices of roasted coffee by time series analysis. International Anatolian Congress on Coffee and Cocoa 3 December 2021 - 5 December 2021.
- Gulmez B. & Kulluk S. (2019), Social spider algorithm for training artificial neural networks, International Journal of Business Analytics 6(4): 32-49.