Burak Gülmez

Publications

Journal Papers

1. A novel hybrid MCDM framework combining TOPSIS, PROMETHEE II, and VIKOR for peach drying method selection
   Gülmez, B.
   Current Research in Food Science, 2025, SCIE
2. GA-Attention-Fuzzy-Stock-Net: An Optimized Neuro-Fuzzy System for Stock Market Price Prediction with Genetic Algorithm and Attention Mechanism
   Gülmez, B.
   Heliyon, 2025, SCIE
3. Stock price prediction using the Sand Cat Swarm Optimization and an improved deep Long Short Term Memory network
   Gülmez, B.
   Borsa Istanbul Review, 2024, SSCI
4. Advancements in maize disease detection: A comprehensive review of convolutional neural networks
   Gülmez, B.
   Computers in Biology and Medicine, 2024, SCIE
5. Multi-objective optimization for green delivery routing problems with flexible time windows
   Gülmez, B., Emmerich, M., Fan, Y.
   Applied Artificial Intelligence, 2024, SCIE
6. A comprehensive review of convolutional neural networks based disease detection strategies in potato agriculture
   Gülmez, B.
   Potato Research, 2024, SCIE
7. A new multi-objective hyperparameter optimization algorithm for COVID-19 detection from x-ray images
   Gülmez, B.
   Soft Computing, 2024, SCIE
8. Advancements in rice disease detection through convolutional neural networks: A comprehensive review
   Gülmez, B.
   Heliyon, 2024, SCIE
9. Stock price prediction with optimized deep LSTM network with Artificial Rabbits Optimization Algorithm
   Gülmez, B.
   Expert Systems with Applications, 2023, SCIE
10. A novel deep neural network model based Xception and Genetic Algorithm for detection of COVID-19 from X-Ray images
    Gülmez, B.
    Annals of Operations Research, 2023, SCIE
11. A novel deep learning model with the Grey Wolf Optimization algorithm for cotton disease detection
    Gülmez, B.
    Journal of Universal Computer Science, 2023, SCIE
12. Analysis and price prediction of secondhand vehicles in Türkiye with big data and machine learning techniques (Turkish)
    Gülmez, B., Kulluk, S.
    Journal of Gazi University Engineering Faculty of Architecture, 2023, SCIE
13. FC-Kmeans: Fixed-Centered Kmeans algorithm
    Ay, M., Özbakır, L., Kulluk, S., Gülmez, B., Öztürk, G., Özer, S.
    Expert Systems with Applications, 2023, SCIE
14. A constraint programming based column generation approach for crew scheduling: a case study for the Kayseri Railway
    Tapkan, P., Kulluk, S., Özbakır, L., Bahar, F., Gülmez, B.
    Journal of the Operational Research Society, 2023, SCIE
15. CNN-LSTM and clustering based spatial-temporal demand forecasting for on-demand ride services
    Ay, M., Kulluk, S., Özbakır, L., Gülmez, B., Öztürk, G., Özer, S.
    Neural Computing and Applications, 2022, SCIE
16. Optimizing and comparison of market chain product distribution problem with different Genetic Algorithm versions (Turkish)
    Gülmez, B.
    Osmaniye Korkut Ata University Journal of The Institute of Science and Technology, 2022, TR
17. A modeling approach to the train timetabling problem using adaptive headways for dynamic passenger demand
    Özbakır, L., Tapkan, P., Kulluk, S., Bahar, F., Gülmez, B.
    International Journal of Rail Transportation, 2022, SCIE
18. Social Spider Algorithm for training artificial neural networks
    Gülmez, B., Kulluk, S.
    International Journal of Business Analytics, 2019, ESCI

Books and Book Chapters

1. Improved discrete queuing search algorithm for traveling salesman problem
   Gülmez, B.
   International Research in Engineering Sciences VI, 2023, Chapter
2. MonkeypoxHybridNet: A hybrid deep convolutional neural network model for monkeypox disease detection
   Gülmez, B.
   International Research in Engineering Sciences III, 2022, Chapter
3. Demand forecasting and production planning in a factory with time series analysis (Turkish)
   Gülmez, B.
   International Research in Engineering Sciences II, 2022, Chapter

Conference Papers

1. Multi-objective green delivery routing with flexible time windows: minimizing fossile fuel consumption versus maximizing quality of service
   Emmerich, M., Gülmez, B., Fan, Y.
   CM3 – TRANSPORT 2023, Jyvaskyla, Finland, 2023
2. Rose leaf disease detection with deep learning using particle swarm optimization (Turkish)
   Gülmez, B.
   International Conference on Modern and Advanced Research, Konya, Türkiye, 2023
3. Helmet Detection with Deep Learning for Workplace Safety (Turkish)
   Gülmez, B.
   International Conference on Engineering and Applied Natural Sciences, Konya, Türkiye, 2023
4. Vehicle Routing Problem Optimization with Artificial Rabbit Algorithm (Turkish)
   Gülmez, B.
   International Conference on Smart Logistics, Istanbul, Türkiye, 2022
5. Prediction of Retail Prices of Roasted Coffee by Time Series Analysis
   Gülmez, B.
   International Anatolian Congress on Coffee & Cocoa, Malatya, Türkiye, 2021
6. Covid-19 Vaccine Distribution Time Optimization with Genetic Algorithm
   Gülmez, B., Korhan, E.
   The International Conference on Engineering, Natural and Applied Science, Osmaniye, Türkiye, 2021
7. SSIM: A Hybrid of Social Spider and Ions Motion Algorithms and Its Application to ANN Training
   Gülmez, B., Kulluk, S.
   International Conference on Engineering and Natural Sciences, Kyiv, Ukraine, 2018
8. Simultaneous Feature Selection and ANN Training for Data Mining Applications
   Gülmez, B., Kulluk, S.
   International Conference on Engineering and Natural Sciences, Kyiv, Ukraine, 2018
9. Training Fuzzy Neural Networks with Social Spider Algorithm
   Gülmez, B., Kulluk, S., Torun, H.
   International Fuzzy Systems Symposium, Ankara, Türkiye, 2017
10. Stochastic Fractal Search Algorithm for Training ANNs on Production Dataset
    Gülmez, B., Kulluk, S., Özbakir, L., Tapkan, P.
    International Symposium for Production Research, Vienna, Austria, 2017
11. Adaptive Social Spider Algorithm for Training Neural Networks
    Gülmez, B., Kulluk, S.
    International Symposium for Production Research, Vienna, Austria, 2017
12. Training Artificial Neural Networks with Ions Motion Algorithm on Real Estate Dataset
    Gülmez, B., Kulluk, S.
    International Conference on Engineering and Natural Sciences, Budapest, Hungary, 2017
13. Training Artificial Neural Networks with Ions Motion Algorithm (Turkish)
    Gülmez, B., Kulluk, S.
    Operations Research / Industrial Engineering Congress, Izmir, Türkiye, 2016
14. Operating Room Scheduling in Erciyes University Hospital (Turkish)
    Altunpala, O., Köksal, D., Koç, K., Kulluk, S., Gülmez, B.
    Operations Research / Industrial Engineering Congress, Izmir, Türkiye, 2016
15. Optimizing of Water Distribution System with Ant Colony Algorithm (Turkish)
    Gülmez, B., Kulluk, S., Özbakır, L.
    Operations Research / Industrial Engineering Congress, Ankara, Türkiye, 2015