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Academic Member

Assistant Professor İlkay Yelmen

Yazılım Mühendisliği Programı

Education

2019-2023 Doctorate

İstanbul Aydın Üniversitesi Bilgisayar Mühendisliği (Dr)

2015-2016 Master's

İstanbul Aydın Üniversitesi Bilgisayar Mühendisliği (Yl) (Tezli)

2008-2013 Bachelor's

İstanbul Aydın Üniversitesi Yazılım Mühendisliği Bölümü

Articles

  • LLM-as-a-Judge for Multilingual Question Answering Evaluation: An Experimental Study on an English–Turkish Bilingual SQuAD Dataset , 2026
  • DDOS SALDIRILARININ MAKİNE ÖĞRENİMİ ALGORİTMALARIYLA TESPİTİ , 2021
  • Early and Accurate Diagnosis of Ectopic Pregnancy: A SHAP-Based Explainable Machine Learning Approach , 2026

Reports

  • Digital Twins In Solar Farm Planning And Production Forecasting For Sivas Province - DEMİRKOPARAN FERHAN,ERSAN ZİYA GÖKALP,YELMEN İLKAY,ZONTUL METİN
  • Loading Optimization of Shrinkage Products for Airline Companies - GÜZEL SADİ,ZONTUL METİN,AKÇAY MERT,YELMEN İLKAY
  • OPTIMIZED INVENTORY MANAGEMENT WITH SALES FORECASTING USING RF-DQN - GÜZEL SADİ,YELMEN İLKAY,ZONTUL METİN

Books

  • RESEARCH AND FINDINGS IN ENGINEERING SCIENCES 2025-II, 2025 – Livre de Lyon
Assistant Professor İlkay Yelmen - İstinye Üniversitesi
ilkay.yelmen istinye.edu.tr

Research Areas

  • Mühendislik Temel Alanı
  • Bilgisayar Bilimleri ve Mühendisliği

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