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Dr. Merve Ayyüce Kızrak

Bahçeşehir Üniversitesi, Mühendislik ve Doğa Bilimleri Fakültesi

Yapay Zeka Mühendisliği Bölümü

MAKALELER

  1. Crowd Density Estimation by Using Attention Based Capsule Network and Multi-Cloumn CNN
  2. Predictive Maintenance of Aircraft Motor Health with Long-Short Term Memory Method
  3. A Comprehensive Survey of Deep Learning in Crowd Analysis
  4. A Musical Information Retrieval System for Classical Turkish Music

KONFERANS BİLDİRİLERİ

  1. Cluster-Based Monitoring and Location Estimation for Crowd Counting
  2. Classification of Recyclable Materials Using Efficient Deep Learning Models and Benchmarking of GPU Performance
  3. Differential Privacy Practice on Diagnosis of COVID-19 Radiology Imaging Using EfficientNet
  4. Voting-Based Multiple Classification Approach for Turkish News Texts
  5. Deep and Wide Convolutional Neural Network Model for Highly Dense Crowd
  6. RecycleNet: Itelligent Waste Sorting Using Deep Neural Networks
  7. Recognition of Sign Language using Capsule Networks
  8. A Novel Approach for People Counting and Tracking From Crowd Video
  9. Classification of Classic Turkish Music Makams by Using Deep Belief Networks
  10. A Novel Approach for People Counting and Tracking From Crowd Video
  11. Classification of Classic Turkish Music Makams by Using Deep Belief Networks
  12. Classification of Classic Turkish Music Makams

KİTAPLAR

  1. Privacy-Preserving Mechanisms with Explainability in Assistive AI Technologies (Chapter)
  2. Data Sharing and Privacy Issues Arising with COVID-19 Data and Applications (Chapter)
  3. Limitations and Challenges on the Diagnosis of COVID-19 Using Radiology Images and Deep Learning (Chapter)
  4. New Generation Technologies in Health, Artificial Intelligence in Medicine(Chapter)
  5. Diognosis of Acute Lymphocytic Leukemia Using Kernel Ridge Regression Method (Chapter)