Veri Bilimi ve Analitiği Bölümü

Department of Data Science and Analytics

TR KMÜ

Academic Activities

This page presents the academic work of the faculty members of the Department of Data Science and Analytics. The listed work includes articles published in national and international journals, presented conference papers, book chapters, and ongoing research projects. The purpose of this page is to provide a reference source for students and researchers by sharing our department's academic activities and research areas.

  • Akar, G., Kaplan, E. A., Güler, İ., & Şahin, S. (2025). Has the Environmental Kuznets Curve hypothesis become stronger? A comparative analysis for OECD countries and selected late-industrializing Asian economies. Journal of Environmental Management, 394, 127575.
  • Göktürk, Y., Başarslan, S. K., Göktürk, Ş., Kocaman, H., & Yıldırım, H. (2025). Prediction of postoperative haemorrhage after cerebral tumour surgery using machine learning algorithms. BMC Medical Informatics and Decision Making, 25(1), 1-15. (Journal Article)
  • Sarıkaya, Ü.H., Görgülü, M. (2025). A New Subfamily of Bi-Univalent Functions and Its Applications to Leonardo Polynomials. Honam Mathematical Journal (Accepted). (Journal Article)
  • Görgülü, M., Coşkun, N. (2025). Spectrum of the Non-Self-Adjoint Sturm-Liouville Type Operator with Diagonal Potential and Negative Weight. 12th International Congress on Fundamental and Applied Sciences 2025. (Conference Paper)
  • Görgülü, M., & Aktaş, İ. (2025). Further geometric properties of the generalized k-Bessel functions. Turkish Journal of Mathematics. (Accepted) (Journal Article)
  • Karataş, R., & Karabey, U. (2025). Dependence modelling on loss triangles: copula regression with unobserved effect. Communications in Statistics-Simulation and Computation, 1-17. (Journal Article)
  • Karaduman, G., & Yıldırım, H. (2025). Descriptor-Based Explainable QSAR Modeling Approaches for the Prediction of Respiratory Toxicity of Volatile and Gas-Phase Chemicals. Journal of Applied Toxicology. (Journal Article)
  • Şahin, S., Kaplan, E. A., & Yılmaz, Ö. (2025). Green Bonds and Sustainable Finance: A Multidimensional Analysis of Macroeconomic and Environmental Determinants Across Nine Countries. Review of World Economics. (Journal Article)
  • Şahin, S., Doğan, M., & Kaplan, E. A. (2025). The role of environmental technologies in carbon decoupling: A pathway to zero emissions in Türkiye. Journal of Environmental Management, 393, 127143. (Journal Article)
  • Göktürk, Y., Göktürk, Ş., Taşdemir, A. E., Urhan, S., Geçgil, B., Yıldırım, H., & Kocaman, H. (2025). Retrospective analysis of intervertebral disc degeneration with neovascularization and histopathological findings in surgically treated patients. Folio Neuropathologica, 63(1). (Journal Article)
  • Yetiş, A., Canlı, M., Yildiz, N. T., Kocaman, H., Yıldırım, H., Kuzu, Ş., ... & Duran, S. (2025). Investigation of the validity, reliability and psychometric properties of the Turkish version of the Ottawa Sitting Scale in patients with Parkinson’s disease. Scientific Reports, 15(1), 2628. (Journal Article)
  • Yıldız, N. T., Canlı, M., Kocaman, H., Yetiş, A., Yıldırım, H., & Valamur, İ. (2025). Validity and reliability of the Turkish version of the Ottawa Sitting Scale in patients with Multiple Sclerosis. Acta Neurologica Belgica, 125(2), 501-508. (Journal Article)
  • Atıcı, Y. D., Dogan, M., Emsen, B., & Yıldırım, H. (2025). Machine learning-assisted evaluation of antioxidant and metal-chelating capacities in in vitro propagated Ceratophyllum demersum L. under different LED light conditions. Plant Cell, Tissue and Organ Culture (PCTOC), 161(2), 41. (Journal Article)

  • Görgülü, M., Coşkun, N. (2025). Spectrum of the Non-Self-Adjoint Sturm–Liouville Type Operator with Diagonal Potential and Negative Weight. 12th International Congress on Fundamental and Applied Sciences 2025.
  • Kaplan, E.A., Kıraç, İ. (2025). Sustainable and Inclusive Growth Dynamics in Africa: The Role of Artificial Intelligence, Air Pollution, and Mobile Subscriptions — A Spatial Panel Econometric Analysis. Istanbul Conference on Economics and Society (ISTCES 2025).
  • Kaplan, E.A. (2025). Effects of Green Growth and AI Indicator in African Countries: FMOLS and Wavelet Analysis (1996–2024). Istanbul Conference on Economics and Society (ISTCES 2025).

  • Project Title: Domain-Based Customized Language Model Supported Semi-Autonomous Artificial Intelligence and Statistical Analysis Program
    Supported By: Karaman Technopark
    Project Lead: Assoc. Prof. Dr. Hasan YILDIRIM
    Researchers: -
    Status: Ongoing
  • Project Title: Determining Nitrogen, Phosphorus, Chlorophyll, Phenolic Substance and Anthocyanin Levels in Certain Broad-Leaved Tree Species, and Modeling Leaf N and P Resorption Rates with Artificial Intelligence
    Supported By: KMU Scientific Research Projects Coordination Unit (BAP)
    Project Lead: Assoc. Prof. Dr. Burak Sürmen
    Researchers: Assoc. Prof. Dr. Yasin UZUN, Assoc. Prof. Dr. Buğrahan EMSEN, Assoc. Prof. Dr. Hasan YILDIRIM
    Status: Ongoing
  • Project Title: Examination of Fall Risk in Elderly Adults Using Machine Learning Algorithms
    Supported By: KMU Scientific Research Projects Coordination Unit (BAP)
    Project Lead: Asst. Prof. Dr. Hikmet KOCAMAN
    Researchers: Asst. Prof. Dr. Nazım Tolgahan YILDIZ, Research Asst. Dr. Zeynep ARIKAN, Research Asst. Dr. Fatma UĞUR, Assoc. Prof. Dr. Hasan YILDIRIM
    Status: Ongoing