Publications
Publications
Grouped by index, most significant first. The complete list is on Google Scholar and ORCID.
Articles in SCI-E, SSCI and AHCI Indexed Journals
- 2026 Multi-Objective Optimisation of Building Envelopes: A Surrogate-Assisted Three-Tier Verification Framework Building and Environment, 306, 115340, 2026.
- 2026 Beyond Local Climate Zones: Continuous Morphology Archetypes for Heat Mitigation across 66 Cities Sustainable Cities and Society, 150, 107814, 2026.
- 2025 Maximizing RAG Efficiency: A Comparative Analysis of RAG Methods Natural Language Processing (Cambridge University Press), 31(1), 1–25, 2025.
- 2025 Unveiling the Power of Large Language Models: A Comparative Study of Retrieval-Augmented Generation, Fine-Tuning, and Their Synergistic Fusion for Enhanced Performance IEEE Access, 13, 30936–30951, 2025.
- 2025 Securing With Dual-LLM Architecture: ChatTEDU an Open-Access Chatbot’s Defense IEEE Access, 13, 183156–183170, 2025.
- 2025 Stylometric Analysis of Sustainable Central Bank Communications: Revealing Authorial Signatures in Monetary Policy Statements Sustainability, 17(20), 8979, 1–15, 2025.
- 2025 Is There a Threshold Effect of Money Growth on Inflation? Applied Economics Letters, 1–5, 2025.
Articles in Other Refereed Journals
- 2026 Comparative Analysis of Medical-Domain and General-Purpose Large Language Models: Evaluating Specialization in Healthcare Applications Journal of Polytechnic, 29(1), 1–7, 2026.
- 2026 Dissecting Medical RAG: Why Reranking Matters More Than Complexity in Question Answering Black Sea Journal of Engineering and Science, 9(2), 549–561, 2026.
- 2026 Can Large Language Models Act as “Co-Auditors”? Denetişim, (34), 174–184, 2026.
- 2025 Central Bank Communication as a Social Practice in Crisis: AI-Driven Insights into Language, Trust, and Collective Behavior in Türkiye OPUS Journal of Society Research, 162–175, 2025.
Conference Papers
- 2026 Cross-Model Knowledge Distillation: Enhancing Whisper Small via Teacher-Generated Pseudo Labels 34th Signal Processing and Communications Applications Conference (SIU), 2026.
- 2025 Classification of Flying Objects with a Computer Vision and Deep Learning Integrated System 10th International Conference on Computer Science and Engineering (UBMK), 969–974, 2025.
- 2025 Ranking Matters: A Comparative Study of BM25, BERT-E5, and Hybrid (BM25 + BERT-E5) Retrieval Systems on the SQuAD 2.0 Dataset International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), 1–6, 2025.
- 2025 AI-Driven Personalized Learning: Leveraging Large Language Models for Transformative Tutoring Solutions 6th International Conference on Artificial Intelligence in Education Technology (AIET), 247–258; Lecture Notes on Data Engineering and Communications Technologies, Springer, 2025.
- 2024 Artificial Intelligence in Education: A Comprehensive Review of Opportunities, Challenges, and Implications in the Digital Era 5th International Conference on Distance Learning and Innovative Educational Technologies (DILET), 13–20, 2024.
Books & Book Chapters
- 2025 Are LLMs and RAG Trustworthy Enough for Your Business? A Deep Dive Into AI’s Reliability In P. F. Katina, J. Richards & J. Zhao (Eds.), Humans and Generative AI Tools for Collaborative Intelligence (pp. 87–106). IGI Global, 2025. ISBN 979-8-3693-8332-2.
- 2021 R ile Veri Analizi Seçkin Yayıncılık, 2nd edition, 167 pp., 2021. ISBN 978-975-02-5010-1.