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Academic Member

Assistant Professor İlkay Yelmen

Bilgisayar Mühendisliği
2013 yılında İstanbul Aydın Üniversitesi Yazılım Mühendisliği bölümünden mezun olduktan sonra aynı üniversitenin Bilgisayar Mühendisliği bölümünden 2016 yılında yüksek lisans ve 2023 yılında doktora derecelerini aldı. Makine Öğrenimi, Derin Öğrenme ve Doğal Dil İşleme alanlarında bilimsel çalışmalar yapan Dr. İlkay YELMEN, 2013-2014 yılları arasında Özyeğin Üniversitesi Bilgisayar Mühendisliği Bölümü'nde araştırma görevlisi, 2016-2022 yılları arasında İstanbul Aydın Üniversitesi’nde Öğr. Gör. ve 2023-2024 yılları arasında ise İstanbul Atlas Üniversitesi Bilgisayar Mühendisliği Bölümü'nde Dr. Ö...
2013 yılında İstanbul Aydın Üniversitesi Yazılım Mühendisliği bölümünden mezun olduktan sonra aynı üniversitenin Bilgisayar Mühendisliği bölümünden 2016 yılında yüksek lisans ve 2023 yılında doktora derecelerini aldı. Makine Öğrenimi, Derin Öğrenme ve Doğal Dil İşleme alanlarında bilimsel çalışmalar yapan Dr. İlkay YELMEN, 2013-2014 yılları arasında Özyeğin Üniversitesi Bilgisayar Mühendisliği Bölümü'nde araştırma görevlisi, 2016-2022 yılları arasında İstanbul Aydın Üniversitesi’nde Öğr. Gör. ve 2023-2024 yılları arasında ise İstanbul Atlas Üniversitesi Bilgisayar Mühendisliği Bölümü'nde Dr. Öğr. Üyesi olarak çalıştı. Aynı zamanda sektörde İş Analisti, Proje Yöneticisi ve Müdür pozisyonlarında çalıştı. Halen bir teknoloji firmasında CTO olarak görev yapmaktadır.

Articles

  • Predicting Chickpea Yield Using Artificial Neural Networks with Explainable AI ,2026
  • DDOS SALDIRILARININ MAKİNE ÖĞRENİMİ ALGORİTMALARIYLA TESPİTİ ,2021
  • A Smart and Mechanized Agricultural Application: From Cultivation to Harvest ,2022
  • Multi-Class Document Classification Based on Deep Neural Network and Word2Vec ,2022
  • Multi-Class Document Classification Using Lexical Ontology-Based Deep Learning ,2023
  • Enhancing GPS Accuracy with Machine Learning: A Comparative Analysis of Algorithms ,2024
  • Customer Segmentation Based on Self-Organizing Maps: A Case Study on Airline Passengers ,2020

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
  • M-Health An Emerging Trend An Empirical Study - YELMEN İLKAY,ZONTUL METİN
  • Software Quality Measurement Modelling Using AHP and Promethee Methods - Çaloğlu Zeki Vural, ZONTUL METİN, YELMEN İLKAY, BAĞRIYANIK SELAMİ
  • IMPROVING TOURISM DEMAND FORECASTING WITH LSTM-BASED FEATURE EXTRACTION AND REGRESSION MODELS - GÜZEL SADİ,ZONTUL METİN,YELMEN İLKAY
  • Drug Sales Prediction with ACF and PACF Supported ARIMA Method - DEMİR VOLKAN,ZONTUL METİN,YELMEN İLKAY

Books

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

Research Areas

  • Mühendislik Temel Alanı
  • Bilgisayar Bilimleri ve Mühendisliği

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