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Assoc. Prof. C. Okan Şakar

Bahçeşehir University, Faculty of Engineering and Natural Sciences

Computer Engineering Department

MASTER'S THESIS

  1. Faruk Kaledibi, 'Quality of experience prediction for VoIP calls using MFCCS and machine learning algorithms', Bahcesehir University, 2023.
  2. Oğuz Can Yurteri, 'Prediction of wind power production loss due to icing', Bahcesehir University, 2022.
  3. Fazıl Cuneyt Cucu, 'Prediction of transaction counts in correspondent banking using neural networks', Bahcesehir University, 2022.
  4. Nuray Yucesoy, 'The use of machine learning algorithms in anti-money laundering and counter terrorism financing monitoring systems in correspondent banking', Bahcesehir University, 2022.
  5. Samed Arslan, 'Memory efficient online hierarchical clustering based on undersampling', Bahcesehir University, 2022.
  6. Umit Erdem Saltan, 'Model selection in bankruptcy prediction using oversampling techniques', Bahcesehir University, 2021.
  7. S. Nazmi Diker, 'A step towards automated database design: creating create queries using deep neural networks', Bahcesehir University, 2020.
  8. Ozan Veranyurt, 'Detection of concealed pistols in thermal images by using deep learning methods', Bahcesehir University, 2020.
  9. Furkan Omerustaoglu, 'Distracted driver detection by combining sensor and image data using deep learning', Bahcesehir University, 2020.
  10. Guray Cintir, 'Deep neural networks-based anomaly detection system on multivariate time-series data', Bahcesehir University, 2020.
  11. Mete Katırcıoğlu, 'Predicting Commercial Intent of Online Consumers Using Machine Learning Techniques', Bahcesehir University, 2018.
  12. Danieh Aldaghstani, 'Using ladder network for semi-supervised sentiment analysis', Bahcesehir University, 2020.
  13. Hasan Avcı, 'A deep learning based recommendation system design for banking customers using interaction data', Bahcesehir University, 2020.
  14. Andreas Skogly, 'Enhancing performance in CNN architectures for image classification', Bahcesehir University, 2019.
  15. Adnan Gümüş, 'Stock market prediction by combining stock price information and sentiment analysis', Bahcesehir University, 2019.
  16. Barışcan Tunali, 'Time and location based venue category recommendation using machine learning', Bahcesehir University, 2019.
  17. Mert Çalışan, 'Multi-View Short-Text Classification Using Knowledge Bases, Bahcesehir University', Bahcesehir University, 2016.
  18. Emrah Kıvanç, 'Estimation of Development Effort and Success Criteria Using Machine Learning Methods for Outsourced Software Projects', Bahcesehir University, 2017.
  19. Serhat Taş, 'Analysis of relations between microblogging messages and stock prices', Bahcesehir University, 2017.
  20. Hana Amar, 'Feature Subset Generation For Ensemble Learning Using Feature Clustering And Mutual Information', Bahcesehir University, 2016.
  21. Bilal Alp, 'A Technology Mining System Based On Patent Documents: A Case Study Of Cloud Computing', Bahcesehir University, 2016.

DOCTORAL THESIS

  1. Burak Aytan, 'Turkish Spelling Correction Based on Deep Transformers (Cont.)', Bahcesehir University.
  2. S. Nazmi Diker, 'Semi-Supervised Learning for Text Summarization (Cont.)', Bahcesehir University.
  3. Ozan Veranyurt, 'Categorized Learning for Multi-Task Computer Vision Problems (Cont.)', Bahcesehir University.
  4. Necip Gozuacik, 'Science, Technology and Innovation-Related Text Data Analysis with Deep Neural Networks (Cont.)', Bahcesehir University.