Bilimsel Yayınlarımız

Bursa Uludağ Üniversitesi Mühendislik Fakültesi Endüstri Mühendisliği Bölümü öğretim üyelerinin ve araştırmacılarının 2021-2026 yıllarına ait bilimsel yayınları aşağıda yıllara göre sunulmaktadır.

2026 Yılı

Kucukoglu, I. (2026). The traveling purchaser problem with promotional packages. International Transactions in Operational Research. (In Press).

Dalfidan, D., & Gunduz, T. (2026). The effect of cognitive emotional states on physiological productivity. International Journal of Neuroscience, 136(4), 547–562. https://doi.org/10.1080/00207454.2025.2593393

2025 Yılı

Ay, O., & Emel, E. (2025). Real-time assembly task validation using deep learning-based object detection and operator’s hand-joints trajectory classification. IEEE Access, 13, 57009–57029. https://doi.org/10.1109/access.2025.3554263

Ene Yalcin, S. (2025). Estimation of CO2 emissions in transportation systems using artificial neural networks, machine learning, and deep learning: A comprehensive approach. Systems, 13(3), 194. https://doi.org/10.3390/systems13030194

Yilmaz Eroglu, D. (2025). Green and on-time scheduling in real-world textile production: A genetic algorithm approach validated by MIP and benchmarked with ACO. International Journal of Production Research, 63(24), 10263–10290. https://doi.org/10.1080/00207543.2025.2549138

Yilmaz Eroglu, D. (2025). Tariff-sensitive global supply chains: Semi-Markov decision approach with reinforcement learning. Systems, 13(8), 645. https://doi.org/10.3390/systems13080645

Celebi, S., Yilmaz, O. F., Ene Yalcin, S., & Ozturk, N. (2025). A simulation-oriented approach to the design of kanban integrated heijunka system. International Journal of Simulation Modelling, 24(2), 225–236. https://doi.org/10.2507/IJSIMM24-2-717

Ene Yalcin, S., Ataman, M., & Ozturk, N. (2025). An effective two-sided assembly line balancing approach for large-sized products: A real life application. Industrial Engineering Letters, 15(1), 59–68. https://doi.org/10.7176/IEL/15-1-05

Yilmaz Eroglu, D., & Guleryuz, E. (2025). Enhanced three-stage cluster-then-classify method (ETSCCM). Metals, 15(3), 318. https://doi.org/10.3390/met15030318

Korucu, M. K., Küçükoğlu, İ. (2025). A two-stage optimization approach for big-scale problems in long-term planning of municipal solid waste management systems.  Journal of Material Cycles and Waste Management, 27, 511-529. https://doi.org/10.1007/s10163-024-02130-2

Küçükoğlu, İ. (2025). Kargo opsiyonlu gezgin satın alıcı problemi. Mühendislik Bilimleri Ve Tasarım Dergisi, 13(3), 762-776. https://doi.org/10.21923/jesd.1601056

Okumuş, Ö., & Küçükoğlu, İ. (2025). Zincir market harcamalarında indirimli gezgin satın alıcı problemi. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 30(2), 459-472. https://doi.org/10.17482/uumfd.1571735

2024 Yılı

Parlak, I. E., & Emel, E. (2024). Deep learning-based detection of internal defect types and their grades in high-pressure aluminum castings. Measurement. https://doi.org/10.1016/j.measurement.2024.116119

Aktas, D., Lokman, B., Inkaya, T., & Dejaegere, G. (2024). Cluster ensemble selection and consensus clustering: A multi-objective optimization approach. European Journal of Operational Research, 314(3), 1065–1077. https://doi.org/10.1016/j.ejor.2023.10.029

Atici-Ulusu, H., Taskapilioglu, O., & Gunduz, T. (2024). A neuroergonomics approach to investigate the mental workload of drivers in real driving settings. Transportation Research Part F: Traffic Psychology and Behaviour, 103, 177–189. https://doi.org/10.1016/j.trf.2024.04.004

Dogan, G. Y., Aksoy, A., & Ozturk, N. (2024). A hybrid deep learning model to estimate the future electricity demand of sustainable cities. Sustainability, 16(15), 6503. https://doi.org/10.3390/su16156503

Eroglu, D. Y., & Akcan, U. (2024). An adapted ant colony optimization for feature selection. Applied Artificial Intelligence, 38(1), 1-27. https://doi.org/10.1080/08839514.2024.2335098

Erol, B., & Inkaya, T. (2024). Long short-term memory network based deep transfer learning approach for sales forecasting. Journal of the Faculty of Engineering and Architecture of Gazi University, 39(1), 191–202. https://doi.org/10.17341/gazimmfd.1089173

Yurek, E. E. (2024). Combinatorial Benders decomposition for the operational aircraft maintenance routing problem. Computers & Operations Research, 167, 106601. https://doi.org/10.1016/j.cor.2024.106601

Korucu, M. K., & Kucukoglu, I. (2024). Optimization models for long-term planning of municipal solid waste management systems: A review with an emphasis on mass balances. Journal of Environmental Informatics, 43(1), 1-15 https://doi.org/10.3808/jei.202400504

Kucukoglu, I., & Korucu, M. K. (2024). A nonlinear programming model for long-term planning of municipal solid waste management systems: The desire for global optima. Environmental Modeling & Assessment, 29(6), 1131–1149. https://doi.org/10.1007/s10666-024-09987-5

Kucukoglu, I., & Vansteenwegen, P. (2024). The traveling purchaser problem for perishable foods. Computers & Industrial Engineering, 195, 110424. https://doi.org/10.1016/j.cie.2024.110424

Petricli, G., Inkaya, T., & Emel, G. G. (2024). Identifying green citizen typologies by mining household-level survey data. Renewable and Sustainable Energy Reviews, 189, 113957. https://doi.org/10.1016/j.rser.2023.113957

Tabansiz-Goc, G., Akyuz, T., Ozcan, G., & Cavdur, F. (2024). A goal programming-based approach for multi-period security services scheduling. Journal of the Faculty of Engineering and Architecture of Gazi University, 40(1), 343–354. https://doi.org/10.17341/gazimmfd.1394465

Ulusu, H. A., Gencer, M., & Gunduz, T. (2024). Assessment of musculoskeletal disorders and mental health in office workers using wearable technology. Sigma Journal of Engineering and Natural Sciences, 42(5), 1519–1531. https://doi.org/10.14744/sigma.2024.00117117

Yilmaz, H., & Yagmahan, B. (2024). Electric vehicle energy consumption prediction for unknown route types using deep neural networks by combining static and dynamic data. Applied Soft Computing, 167, 112336. https://doi.org/10.1016/j.asoc.2024.112336

Yilmaz, H., & Yagmahan, B. (2024). Optimization of the electric vehicle charging scheduling under grid constraints. Sustainable Energy Grids and Networks, 40, 101546. https://doi.org/10.1016/j.segan.2024.101546

Yurek, E. E. (2024). Impact of drone battery recharging policy on overall carbon emissions: The traveling salesman problem with drone. Drones, 8(3), 108. https://doi.org/10.3390/drones8030108

Yilmaz Eroglu, D., & Pir, M. S. (2024). Hybrid oversampling and undersampling method (HOUM) via safe-level SMOTE and support vector machine. Applied Sciences, 14(22), 10438. https://doi.org/10.3390/app142210438

Ene Yalcin, S. (2024). Development of a forecasting framework based on advanced machine learning algorithms for greenhouse gas emissions. Systems, 12(12), 528. https://doi.org/10.3390/systems12120528

Tuncman, B., Gunduz, T., & Yilmaz Eroglu, D. (2024). Evaluation of risk factors causing occupational accidents in the textile sector using data mining methods. European Journal of Science and Technology, 53, 84-96. https://doi.org/10.5281/zenodo.10646656

2023 Yılı

Bakir, M., Sebatli-Saglam, A., & Cavdur, F. (2023). Solving the unrelated parallel batch machine scheduling problem with mixed-integer programming. Journal of Polytechnic - Politeknik Dergisi, 26(2), 653–663. https://doi.org/10.2339/politeknik.996529

Ensarioglu, K., Inkaya, T., & Emel, E. (2023). Remaining useful life estimation of turbofan engines with deep learning using change-point detection based labeling and feature engineering. Applied Sciences, 13(21), 11893. https://doi.org/10.3390/app132111893

Inkaya, T. (2023). Consensus similarity graph construction for clustering. Pattern Analysis and Applications, 26(2), 703–733. https://doi.org/10.1007/s10044-022-01116-w

Kucukoglu, I., & Ozturk, N. (2023). A new hybrid genetic algorithm to optimize distribution and operational plans for cross-docking satellites. Soft Computing, 27(24), 18723–18738. https://doi.org/10.1007/s00500-023-09137-1

Kucukoglu, I., Vansteenwegen, P., & Cattrysse, D. (2023). A tabu search algorithm for the traveling purchaser problem with transportation time limit. Computational Logistics, ICCL 2023, 14239, 248–259. https://doi.org/10.1007/978-3-031-43612-3_15

Ongelen, G., & Inkaya, T. (2023). A novel LOF-based ensemble regression tree methodology. Neural Computing & Applications, 35(26), 19453–19463. https://doi.org/10.1007/s00521-023-08773-w

Ongelen, G., & Inkaya, T. (2023). LOF weighted KNN regression ensemble and its application to a die manufacturing company. Sadhana: Academy Proceedings in Engineering Sciences. https://doi.org/10.1007/s12046-023-02283-0

Orbak, A. Y., Kucuk, M., Akansel, M., Sharma, S., Li, C., Kumar, R., Singh, S., & Di Bona, G. (2023). Mathematical model assisted Six-Sigma approach for reducing the logistics costs of a pipe manufacturing company: A novel experimental approach. Mathematics, 11(3), 621. https://doi.org/10.3390/math11030621

Parlak, I. E., & Emel, E. (2023). Deep learning-based detection of aluminum casting defects and their types, 118, 105636. Engineering Applications of Artificial Intelligence. https://doi.org/10.1016/j.engappai.2022.105636

Senaras, O. M., Solmaz, E., Ozturk, N., & Ozturk, F. (2023). Determination of the fleet size of AGVs with AGV pools using a genetic algorithm and artificial intelligence. Applied Sciences, 13(13), 7994. https://doi.org/10.3390/app13137994

Sener, E., Sebatli-Saglam, A., & Cavdur, F. (2023). Autonomous-shared vehicle management system. Journal of Polytechnic - Politeknik Dergisi, 26(1), 81–92. https://doi.org/10.2339/politeknik.931490

Sengunes, B., & Ozturk, N. (2023). An artificial neural network model for project effort estimation. Systems, 11(2), 91. https://doi.org/10.3390/systems11020091

Toprak-Cavdur, T., Anis, P., Bakir, M., Sebatli-Saglam, A., & Cavdur, F. (2023). Dyeing behavior of enzyme and chitosan-modified polyester and estimation of colorimetry parameters using random forests. Fibers and Polymers, 24, 221-241. https://doi.org/10.1007/s12221-023-00130-x

Yagmahan, B., & Yilmaz, H. (2023). An integrated ranking approach based on group multi-criteria decision making and sensitivity analysis to evaluate charging stations under sustainability. Environment Development and Sustainability, 25(1), 96–121. https://doi.org/10.1007/s10668-021-02044-1

Yilmaz, U., & Orbak, A. Y. (2023). Prediction of Turkish mutual funds' net asset value using the fund portfolio distribution. Neural Computing & Applications, 35(26), 18873–18890. https://doi.org/10.1007/s00521-023-08716-5

Zeybel Pekoz, A., & Inkaya, T. (2023). Demand forecasting with deep learning: case study in a third-party logistics company for the COVID-19 period. Pamukkale University Journal of Engineering Sciences, 29(4), 331–339. https://doi.org/10.5505/pajes.2022.73537

Kul, S., Atıcı Ulusu, H., & Gündüz, T. (2023). Bir tekstil işletmesinde proses kontrol personellerinin hata tespit davranışlarının bilişsel ve fiziksel iş yükü ile değerlendirilmesi. Endüstri Mühendisliği, 34(3), 412–432. https://doi.org/10.46465/endustrimuhendisligi.1311373

Eroğlu, D. Y. (2023). Dengesiz veri setleri için iki aşamalı dengeleme stratejisi: adasyn ile örneklem artırma, SVM tabanlı örneklem azaltma. Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 30(3), 825-844. https://doi.org/10.17482/uumfd.1722270

2022 Yılı

Gencosman, B. C., & Begen, M. A. (2022). Exact optimization and decomposition approaches for shelf space allocation. European Journal of Operational Research, 299(2), 432–447. https://doi.org/10.1016/j.ejor.2021.08.047

Inkaya, T. (2022). Parameter-free surrounding neighborhood based regression methods. Expert Systems with Applications, 199, 116881. https://doi.org/10.1016/j.eswa.2022.116881

Kaymaz, E., & Cavdur, F. (2022). Analyzing the use of rework stations for parallel tasks in assembly line balancing via mathematical programming and simulation. Journal of Polytechnic - Politeknik Dergisi, 25(1), 205–222.

Kucukoglu, I. (2022). The traveling purchaser problem with fast service option. Computers & Operations Research, 141, 105700. https://doi.org/10.1016/j.cor.2022.105700

Orbak, A. Y., Aydin, F. U., Sharma, S., Chohan, J. S., & Rajkumar, S. (2022). Identification of factors affecting noise levels by using data mining and design of experiments analysis techniques: A novel experimental approach. Journal of Low Frequency Noise, Vibration and Active Control, 41(3), 1078–1090. https://doi.org/10.1177/14613484221091076

Sebatli-Saglam, A., & Cavdur, F. (2022). Earthquake intensity estimation via an artificial neural network: Examination of different network designs and training algorithms. Journal of the Faculty of Engineering and Architecture of Gazi University, 37(4), 2133–2145. https://doi.org/10.17341/gazimmfd.791337

Yilmaz, H., & Yagmahan, B. (2022). Range coverage location model: An optimization model for the charging station location problem in a transportation network to cover intercity travels. International Journal of Energy Research, 46(2), 1538–1552. https://doi.org/10.1002/er.7268

Akın, N. M., Aydın, F., Yıldız, B., Gündüz, T., & Özalp, B. T. (2022). Tekrarlı manuel işlerde fizyolojik zorlanmaların değerlendirilmesi ve önlenmesi. Ergonomi, 5(1), 43–54. https://doi.org/10.33439/ergonomi.1036740

Çat, F., Kocaağa, S., Ercin, E. M., Gündüz, T., & Özalp, B. T. (2022). Tekstil sektöründe risk değerlendirmelerinin ANP yöntemi ile analizi. Bursa Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 27(2), 597–616. https://doi.org/10.17482/uumfd.954126

Mert, U., İde, D., & Gündüz, T. (2022). Otomotiv sektörü progresif kalıp hattında ergonomik üretim tasarımı ile verimliliğin arttırılması. Endüstri Mühendisliği, 33(2), 289–308. https://doi.org/10.46465/endustrimuhendisligi.1037667

Aydın, F., Özalp, B. T., & Gündüz, T. (2022). Ergonomik risk analizi yöntemleri ve metabolik hız hesabı yazılım uygulaması. Bursa Uludağ Üniversitesi Mühendislik Fakültesi Dergisi, 27(1), 341–359. https://doi.org/10.17482/uumfd.973215

Yıldız, B., Akın, N. M., Aydın, F., Gündüz, T., & Özalp, B. T. (2022). Tekrarlı manuel işlerde fizyolojik yükün metabolik hız modellemesi ile analizi. Endüstri Mühendisliği, 33(2), 309–322. https://doi.org/10.46465/endustrimuhendisligi.1054341

Kaymaz, E., & Çavdur, F. (2022). Montaj hattı dengelemede yeniden işleme istasyonlarının paralel görevler için kullanımının matematiksel programlama ve simülasyon ile analizi. Politeknik Dergisi, 25(1), https://205-222. 10.2339/politeknik.717831

2021 Yılı

Orbak, A. Y. (2021). Implementation of a design for six sigma methodology on the car bumper production process. International Journal of Vehicle Design, 85(1), 69-96. https://doi.org/10.1504/IJVD.2021.10036346

Gencosman, B. C. (2021). Prediction of polycyclic aromatic hydrocarbons (PAHS) removal from wastewater treatment sludge using machine learning methods. Water, Air, Soil Pollution, 232(87), 1–17. https://doi.org/10.1007/s11270-021-05049-8

Cavdur, F., Kose-Kucuk, M., & Sebatli-Saglam, A. (2021). Allocation of temporary disaster-response facilities for relief-supplies distribution: A stochastic optimization approach for afterdisaster uncertainty. Natural Hazards Review, 22(1), 05020013. https://doi.org/10.1061/(ASCE)NH.1527-6996.0000416

Atici-Ulusu, H., Ikiz, Y. D., Taskapilioglu, O., & Gunduz, T. (2021). Effects of augmented reality glasses on the cognitive load of assembly operators in the automotive industry. International Journal of Computer Integrated Manufacturing, 34(5), 487-499. https://doi.org/10.1080/0951192X.2021.1901314

Gönen Ocaktan, D., & Atıcı Ulusu, H. (2021). Bir kablo demetleme konveyör hattındaki çalışma duruşlarının AnyBody modelleme sistemi ile ergonomik analizi: Yeni bir hat tasarımı ve imalatı. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 36(3), 1303-1318. https://doi.org/10.17341/gazimmfd.791702

Çavdur, F., Sebatlı-Sağlam, A., & Köse-Küçük, M. (2021). Geçici-afet-müdahale tesisleri yerleşimi için senaryo-tabanlı bir karar destek sistemi. Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi, 36(3), 1499-1514. https://doi.org/10.17341/gazimmfd.685383

Gencosman, Caglar, B., & Inkaya, T. (2021). Characterization of Syrian refugees with work permit applications in Turkey: a data mining based methodology. Expert Systems with Applications, 180, 114846. https://doi.org/10.1016/j.eswa.2021.114846

Orbak, A. Y., Korkmaz, S., & Aydin, F. U. (2021). Application of quality function deployment and axiomatic design for design choice of intercity bus seats. International Journal of Engineering Trends and Technology, 69(2), 83–91. https://ijettjournal.org/archive/ijett-v69i2p212

Değirmen-Bektaş, S., & Çavdur, F. (2021). OD/GA sistemlerinde D/GA makinesi bekleme noktasının simülasyon ile analizi: Rassal depo içi atama politikası durumu. Marmara Universitesi Fen Bilimleri Dergisi, 33(2), 210-224. https://10.7240/jeps.754656

Gençosman, B. Ç. (2021). Arıtma çamurlarında polisiklik aromatik hidrokarbonların (pah’ların) giderimlerinin veri madenciliği yöntemleri ile tahmini. Uludağ University Journal of the Faculty of Engineering, 26(1), 233-252. https://doi.org/10.17482/uumfd.813911

Gündoğdu Ceylan, Y., Gündüz, T., & Atıcı Ulusu, H. (2021). Taguchi yöntemi ile polimer hammadde karışım optimizasyonu. Endüstri Mühendisliği, 33(2), 164-176. https://doi.org/10.46465/endustrimuhendisligi.762648

Adalar, E., Çakmak, A., Atıcı Ulusu, H., & Gündüz, T. (2021). Otomotiv yan sanayii için ergonomi risk analizi ve aydınlatma çalışması. Endüstri Mühendisliği 32(1), 1-11. https://doi.org/10.46465/endustrimuhendisligi.786131