Sen, D., Huseyinoglu, M.F., & Günay, M.E. (2023). Prediction of global temperature anomaly by machine learning based techniques. Neural Computing and Applications, 35 (21), 15601-15614
Dr. Öğr. Üyesi
Doruk Şen
Makaleler (SCI-E/ SSCI / ESCI)
Sen, D., Hamurcuoglu, K. I., Ersoy, M. Z., Tunç, K. M., & Günay, M. E. (2023). Forecasting long-term world annual natural gas production by machine learning. Resources Policy, 80, 103224.
Sen, D., Tunç, K. M., & Günay, M. E. (2021). Forecasting electricity consumption of OECD countries: A global machine learning modeling approach. Utilities Policy, 70, 101222.
Donmez, C. C., Sen, D., Dereli, A. F., Horasan, M. B., Yildiz, C., & Kaplan Donmez, N. F. (2021). An Investigation of Fiat Characterization and Evolutionary Dynamics of the Cryptocurrency Market. SAGE Open, 11(1), 2158244021994809.
Şen, D., Dönmez, C. Ç., & Yıldırım, U. M. (2020). A hybrid bi-level metaheuristic for credit scoring. Information Systems Frontiers, 22(5), 1009-1019.
Sen, D., Günay, M. E., & Tunç, K. M. (2019). Forecasting annual natural gas consumption using socio-economic indicators for making future policies. Energy, 173, 1106-1118.
Makaleler (Diğer Hakemli)
Şimşir, M., Yıldırım, U. M., & Şen, D. (2024). User-based relocation strategy for free floating car-sharing system: An Istanbul case. Pamukkale Üniversitesi Mühendislik Bilimleri Dergisi, 30(7), 934-943.
Sen, D., Bingol, S., & Vayvay, O. (2017). Strategic enterprise management for innovative companies: The last decade of the balanced scorecard. International Journal of Asian Social Science, 7(1), 97-109.
Sen, D., Tunc, M., & Ozilhan, T. (2013). Investment analysis of a new solar Power Plant. International Journal of Renewable and Sustainable Energy, 2(6), 229-241.
Konferans Bildirileri
Şen, D., Gökçen, A., Koşanay, B., Balkan, E. (2025). Framework for AI-Driven Heritage Research at Silahtarağa Archive., Digital Humanities Conference (DH 2025), Lisbon.
Gebeş, D.U., Yavaş, Ş., Polat, B., Aslan, İ., Kocavelioğlu, A., Şen, D. (2025). İK ve BT Yardım Masalarında Çok Ajanlı Sistem Tasarımı., 44. Yöneylem Araştırması / Endüstri Mühendisliği Kongresi, Ankara.
Ilba, N. Y., Yildirim, U. M., & Sen, D. (2024). Painter Profile Clustering Using NLP Features. In COMPLEXIS (pp. 91-98)
Ilba, N.Y., Bas, B., Eroglu, I., Tomurcuk, A., Cakici, H., Sen D. (2022). Determining Risk Levels for Musical Instruments using Machine Learning and Metaheuristic Algorithms., 41. Yöneylem Araştırması / Endüstri Mühendisliği Kongresi, Denizli.
Tunc, M., Esen, A. N., Sen, D., & Karakas, A. (2018). Theoretical Post-Dryout Heat Transfer Model. International Journal of Computational Physics Series, 1(1), 142-150.
Donmez, C. C., & Sen, D. (2018). Desirability index with sector analysis for investment decisions by Bernoulli theorem: a case of FTSE-100. International Journal of Computational Physics Series, 1(1), 151-160.
Sen, D., Ozturk, M., & Vayvay, O. (2016). An overview of big data for growth in SMEs. Procedia-Social and Behavioral Sciences, 235, 159-167.
Sen, D., Ozturk, M., & Tuzkaya, G. (2016). Green Ship Routing: Basic Concepts and Literature. Proceedings of 5th National Congress of Supply Chain, Mersin.