Yayınlar
International Articles
2025
- Aktaş Bozkurt, M., Ok, Ş., & Çelik, S. (2025). Green finance and marketing: Portfolio optimization approaches for environmentally responsible ETFs. Computational Economics. https://doi.org/10.1007/s10614-025-11187-6 (SSCI)
- Campos, D., da Silva Macêdo, B., Al-Khafaji, Z., Bozkurt, M. A., Kayral, İ. E., Gontijo, T. S., ... & Goliatt, L. (2025). Assessment of AutoML frameworks for predicting compressive and flexural strength of recycled aggregate concrete. Materials Today Sustainability, 101200. (SCI-E)
- Kayral, İ. E., Aktaş Bozkurt, M., Tandoğan Aktepe, N. Ş., & Sarı, T. (2025). Forecasting global CO₂ emissions under economic, geopolitical, and policy uncertainties: A novel hybrid model. Computational Economics.https://doi.org/10.1007/s10614-025-11060-6 (SSCI)
- Kayral, İ. E., Aktaş Bozkurt, M., Bejaoui, A., & Jeribi, A. (2025). Hybrid Wavelet-SVR, machine learning, and deep learning models for predicting clean energy markets amidst global events. Neural Computing and Applications, 1-43. (SSCI)
- Bozkurt, M. A. (2025). Unveiling the Dynamic Interconnectedness of Fossil Fuels, Clean Energy, Water, and Technology Assets Borsa Istanbul Review. https://doi.org/10.1016/j.bir.2025.04.003 (SSCI)
- Bozkurt, M. A., Köse, Y., & Çelik, S. (2025). Analyzing the dynamic behavior and market efficiency of green energy investments: A geometric and fractional brownian motion approach. Energy Sources, Part B: Economics, Planning, and Policy, 20(1). https://doi.org/10.1080/15567249.2025.2457438 (SCI-E)
- Erdurmazlı, E., Erdem, H., Türen, U., Gökmen, Y., & Yalçın, R. C. (2024). Nomophobia in today’s overlapping work and family domains: The influences on organizational identification. Journal of General Management. https://doi.org/10.1177_03063070221117928 (Scopus, ESCI)
- Babaçoğlu, S., Yalçın, G. C., Kara, K., Turen, U., Simic, V., Polat, M., & Pamucar, D. (2025). Promoting benchmarking and best practices in education: An interval-valued spherical fuzzy model for assessing sustainable digital transformation maturity. Technology in Society, 81, 102850. (SSCI)
- Cicikler, B., Ozturk, H. T., & Tutar, P. (2025). What Makes Adults Digitally Literate in Türkiye: An Evaluation by Demographics. European Journal of Education, 60(4), e70340. (SSCI)
- Kiziltepe, F., Tavasli, B., Cicikler, B., & Karatas, S. (2026). A SYSTEMATIC REVIEW OF FEEDBACK MECHANISMS IN DISTANCE EDUCATION: EXPLORING SOURCES, TYPES, AIMS, FORMS, AND OUTCOMES. Turkish Online Journal of Distance Education, 27(1), 257-274. (Scopus)
- Celik, B. A., Yulek, M., & Celik, S. (2025). Comparative Performance of Stochastic and Deep Learning Models in Forecasting Crude Oil Prices Under Market Shocks. Computers & Chemical Engineering, 109534. https://doi.org/10.1016/j.compchemeng.2025.109534 (SCI-E)
- Çelik, S., & Gencer, C. (2025). Predicting higher education tuition fees using machine learning methods. Communications Faculty of Sciences University of Ankara Series A1 Mathematics and Statistics, 74(4), 608-620. https://doi.org/10.31801/cfsuasmas.1685330 (ESCI,Scopus)
- Celik, B. A., & Celik, S. (2025). Hybrid forecasting of agricultural commodity prices: Integrating machine learning, time series, and stochastic simulation models. Borsa Istanbul Review, 25(6), 1440–1462. https://doi.org/10.1016/j.bir.2025.10.004 (SCI-E)
- Celik, S., and B. A. Celik. 2025. “ Integrating Health, Governance, and Climate Risk for Sustainable Carbon Productivity: A Quantile-on-Quantile Based Policy Assessment.” Sustainable Development 1–24. https://doi.org/10.1002/sd.70265. (SSCI)
- Celik, B. A., S. O. Ogwu, and S. Celik. 2025. “ Unraveling the Intricate Impact of Aging and Healthy Life Expectancy on Carbon Productivity in NEXT-11 Countries.” Sustainable Development 1–24. https://doi.org/10.1002/sd.70223. (SSCI)
- Ogwu, S. O., B. Agan Celik, and S. Celik. 2025. “ Enhancing Life Expectancy for Sustainable Development: Poverty Reduction and Climate Change Implications in the Developing and Emerging Economies.” Sustainable Development 1–21. https://doi.org/10.1002/sd.70036. (SSCI)
- Agan, B., Celik, S., Damak, O.I. et al. Evaluating the machine learning‑based models for predicting carbon neutrality in Sub-Saharan African Nations. Environ Dev Sustain (2025). https://doi.org/10.1007/s10668-025-06289-y (SSCI)
- Özyürek, H. and Çelik, S. (2025), Financial Performance Analysis of Firms Using Blockchain Technology: Based Entropy-TOPSIS. IET Blockchain, 5: e70007. https://doi.org/10.1049/blc2.70007 (ESCI, Scopus)
2024
- Kavak, N., Kavak, R. P., Güngörer, B., Turhan, B., Kaymak, S. D., Duman, E., & Çelik, S. (2024). Detecting pediatric appendicular fractures using artificial intelligence. Revista da Associação Médica Brasileira, 70(9), e20240523. https://doi.org/10.1590/1806-9282.20240523 (SCI-E)
- Çelik, S., & Ok, Ş. (2024). Electric vehicle charging stations: Model, algorithm, simulation, location, and capacity planning. Heliyon, 10(7). https://doi.org/10.1016/j.heliyon.2024.e29153 (SCI-E)
- Karabacak, H., Köse, Y., & Bozkurt, M. A. (2024). Migration Governance from an Institutional Perspective: An Index for “Good” Migration Governance. Journal of Mehmet Akif Ersoy University Economics and Administrative Sciences Faculty, 11(4), 1285-1302 (SSCI)
- Bozkurt, M. A., Köse, Y., & Bayrak, R. (2024). Analyzing Systematic Risk in Global Airline Industry: A Machine Learning Approach. Transportation Research Record, 03611981241274642. (SCI-E)
- Kayral, İ. E., Bozkurt, M. A., Loukil, S., & Jeribi, A. (2024). Market Resilience Unveiled: Insights from Quantile Time Frequency Connectedness into Emerging Countries Stock Indices. Journal of the Knowledge Economy, 1-35. (SSCI)
- Kumaş, E. (2024). International Standards for Digital Twins. Acta Infologica. 8(2), 274-286. (ESCI)
International Conference Papers
2025
- Celik, B. A., & Celik, S. (2025). Assessing the Moderating Role of Policy Effectiveness for Climate Neutrality: A Quantile-Based Panel Analysis. 2ND INTERNATIONAL DATA ANALYTICS AND MACHINE LEARNING CONFERENCE (DATAMACLEA’25)
- Cicikler, B. ve Öksüz Cicikler, A. (Ekim, 2025). Yapay zekâ sohbet robotu bağımlılık düzeyleri ile ergenlerde duygu düzenleme arasındaki ilişki. 18. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu (ICITS 2025), Ankara.
- Cicikler, B., Tavaslı, B., Süzer, E., Cihangir, H. H. ve Kılıç Çakmak, E. (Ekim, 2025). Examination of educational technology research in 2023: AJET, BJET, C&E, ETRD, and ETS journals. 18. Uluslararası Bilgisayar ve Öğretim Teknolojileri Sempozyumu (ICITS 2025), Ankara.
- Kayral, İ. E., Groppo, G. D. S., Korkmaz, G. F., Gontijo, T. S., & Aktaş Bozkurt, M. (2025, July 3–5). The turn of the month effect in clean energy ETFs amid global disruptions and Trump’s second-term policies. 52nd EBES Conference – Istanbul, Energy Studies and Sustainability Track, Istanbul, Türkiye.
2024
- Aktaş Bozkurt, M., Ok, Ş.& Çelik, S. (2024). Green Finance and Marketing: Portfolio Optimization Approaches for Environmentally Responsible ETFs. CBFP'2024-International Conference on Banking and Finance Perspectives
- Kayral, İ. E. & Aktaş Bozkurt, M. (2024, Aralık 6-8). Assessing price bubbles in clean energy commodities: Evidence from COVID-19 and the Russia-Ukraine conflict. International World Energy Conference-IV, Kayseri, Türkiye.
- Kayral, İ. E. & Aktaş Bozkurt,M. (2024, Kasım 6). Temiz enerji piyasalarında volatilite kalıcılığının dönemsel analizi: SP Küresel Temiz Enerji Endeksine ilişkin bir uygulama. II. Ekonomi ve Finans Kongresi, İstanbul Beykent Üniversitesi, İstanbul, Türkiye.
- Kayral, İ. E. & Aktaş Bozkurt, M. (2024). Shifting Dynamics of Green Energy and G7 Financial Networks: Comparative Analysis Pre- and Post-COVID-19. CBFP'2024-International Conference on Banking and Finance Perspectives
- Aktaş Bozkurt, M., Ok, Ş.& Çelik, S. (2024). Green Finance and Marketing: Portfolio Optimization Approaches for Environmentally Responsible ETFs. CBFP'2024-International Conference on Banking and Finance Perspectives
- Kayral, İ. E. & Aktaş Bozkurt, M. (2024). Are Renewable Energy Firms a Viable Investment Alternative in the Wake of Global Crises and the Paris Climate Agreement? The Fifth International Conference on Economics (EconTR2024)
- Çelik, S. (2024). Towards net-zero emissions in OECD countries: Forecasting AI by machine learning methods. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 27, 99-107. https://doi.org/10.55549/epstem.1518407 (Scopus)
- Ok, Ş., Altın, S., & Celik, S. (2024). A fuzzy AHP analysis of the barriers to digital transformation in Turkish SMEs. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 27, 63-80. https://doi.org/10.55549/epstem.1518392 (Scopus)
- Zehra Fırat (2024) “Rısk-Based Tax Audıtıng: A Comparatıve Analysıs Of Internatıonal Practıces And Dıgıtal Transformatıon”. 2nd International Congress of Finance and Tax November 08-10 Konya, Türkiye.
2023
- Celik, S., & Alpaslan, B. (2023). Student-Company Assignment: Simulation Approach. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 24, 184-189. https://doi.org/10.55549/epstem.1406738 (Scopus)
- Alpaslan, B., & Celik, S. (2023). Industry 5.0 and National Development Plans. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 24, 149-157. https://doi.org/10.55549/epstem.1406267 (Scopus)
- Baysal, Z., Ozyurek, H., Ozarslan, A., & Celik, S. (2023). The Role of Internet of Things, Machine Learning, Artificial Neural Networks and Industry 5.0 in Business Research: Trends and Future Insights. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 24, 37-48. https://doi.org/10.55549/epstem.1406217 (Scopus)
- CİCİKLER, B., & Akkurt, O. (2023). ChatGPT in Education: A Review of Recent Blog Posts and News Articles.
- Özyürek, H., Babacoglu, S., Polat, M., & Turen, U. (2024). Mapping the field of digital nomadism: A bibliometric analysis using VOSviewer and R. The Eurasia Proceedings of Science Technology Engineering and Mathematics, 27, 263-280. (Scopus)
International Book Chapters
2026
- Kayral, İ. E., Aktaş Bozkurt, M., Silveira Gontijo, T., Groppo, G., & GoliattAI, L. (2026). Global pathways to net zero: Comparative analysis of corporate carbon performance across sectors and countries. In A. Günar, D. Saygın, & Ç. Başarır (Eds.), AI and climate-smart policies for blue economy: Eco-digital futures. IGI Global. https://doi.org/10.4018/979-8-3373-5238-1 (Scopus)
2025
- Kayral, E., & Bozkurt, M. (2025). Are Renewable Energy Firms a Viable Investment Alternative in the Wake of Global Crises and the Paris Climate Agreement? (Scopus)
2024
- Kumaş, E., Özyürek, H., Çelik, S., & Baysal, Z. (2024). Blockchain-Based Digital Twin Design. In Handbook of Digital Twins (pp. 167-184). CRC Press. https://doi.org/10.1201/9781003425724 (Scopus)
- Çelik, S. (2023). BLOCKCHAİN TEKNOLOJİSİNİN NESNELERİN İNTERNETİ VE YAPAY SİNİR AĞLARI İLE BİRLİKTE KULLANIMI VE PERFORMANS ANALİZİ. Nobel Bilimsel Eserler. (1) 465-486.
2023
- Uçucu, A., & Çelik, S. (2023). Sanayi İşletmelerinde Depo Optimizasyonu ve Dijital İkiz. Sanayi Yönetiminde Gelecek Yaklaşımları Dijitalleşme ve Yetenekler (1. Baskı) içinde, 693-706.
- Polat, M., Özyürek, H., & Baysal, Z. (2023). BLOK ZINCIR ANSIKLOPEDISI.
- Marques, C., Kowalik, W., Aktas Bozkurt, M., Sousa, C. L., Leal, C., Pessoa, A. T., & Marques, C. P. (2023). HEI Initiative Training Handbook
National Articles
2025
- Emmungil, L. (2025). An empirical analysis of server utilization and optimization strategies in a Proxmox VE environment. The Journal of Applied Engineering and Agriculture Sciences, 2(2), 23–30.
2022
- Çelik, S. (2022). Classification of Foundation Universities by Cluster Analysis according to Academic, Financial and Administrative Indicators. EJOSTIMTECH International Electronic Journal of OSTIMTECH, 1(1), 51-61.
- Çelik, S., & Ok, Ş. (2022). A MIXED INTEGER PROGRAMMING METHOD FOR UNIVERSITY COURSE SCHEDULING PROBLEM. EJOSTIMTECH International Electronic Journal of OSTIMTECH, 1(1), 29-34.
- Gülhan O. ve Aktaş Bozkurt M. (2022). TFRS 9 Uygulamasının Türk Bankacılık Sektöründe Karşılık Ayırma Düzeyine Etkisi. Muhasebe Bilim Dünyası Dergisi. (TRDizin)
National Conference Papers
2025
- Çelis, S., Eren, H., Polat, M. (2024). 3. Nesil Ünversite Modeline Türk Üniversitelerinin Yaklaşımları. The 7th International Higher Education Studies Conference (IHEC 2024).
National Book Chapters
2025
- Prof. Dr. Elif Gökçeaslan, (2025),TIBBİ CİHAZ SEKTÖRÜNDE MEVCUT DURUM VE EĞİTİM İHTİYAÇ ANALİZİ, ÇALIŞMA VE SOSYAL GÜVENLİK EĞİTİM VE ARAŞTIRMA MERKEZİ,
- Aktaş Bozkurt, M. (2025). Forecasting Market Volatility: A Comparative Analysıs of Machine Learning and Deep Learning Models. K. Şeker (Ed.), Finans (s. 98-117). Yaz Yayınları.
- Aktaş Bozkurt, M., & Louback, I. M. (2024). Comparative financial analysis of Ethiopian and Turkish banks using traditional and machine learning methods. F. Akyüz (Ed.), International research in the field of finance-I (s. 33–60).
2024
- Aktaş Bozkurt M., (2024). Girişimcilik Ekosisteminde Finansal Teknoloji. Yüksel, D. ve Topal, B.G.(Ed.), E-Ticaret, Dijital Pazarlama ve Sosyal Medya Kapsamında Girişimcilik (s. 178-190). Nobel. (Kasım)
2023
- Gülhan O. & Aktaş Bozkurt M., (2023). Kripto Para Düzenlemeleri ve Finansal Suçlar Çerçevesinde Geleneksel Bankacılık Karşılaştırması. Özyürek, H. Ve Baysal, Z. (Ed.) Blok Zincir ve Kripto Varlıklar (s. 173-195). Nobel. (Temmuz)
2022
- Gülhan O, Aktaş Bozkurt M, Acar M, Gürol B & Aktaş R., (2022). Muhasebe Standart ve Uygulamalarını Etkileyen Değişiklikler Gelişmeler ve Güncel Konular. Gazi Yayınevi. (Temmuz)
- Aktaş Bozkurt M., Gülhan O. & Karaaslan S., (2022). THE EFFECT OF CAMELS RATIOS ON SHARE PRICES OF DEPOSIT BANKS TRADED IN BORSA ISTANBUL, Peterlang Publications, Chapter 9.
- Gülhan O, Aktaş Bozkurt M. & Karaaslan S., (2022). Yüksek Kalitede Finansal Tabloların Oluşturulmasında Bağımsız Denetimin Önemi. Kamu Gözetimi, Muhasebe ve Denetim Standartları Kurumu. (119-146). (Nisan)

