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