| 2025 | AI | Handling Concept Drift in Fraud Detection: A Replication Study. | Mustafa Burak Topal, Aysun Bozanta, Eray Erer, Ayse Basar |
| 2025 | ESEM | A Fully Automated Agent for End-to-End Code Translation and Validation. | Eray Erer, Aysun Bozanta, Turgay Aytac, Ayse Basar |
| 2023 | AI | Identifying the Factors Influencing IPO Underpricing using Explainable Machine Learning Techniques. | Davood Pirayesh Neghab, Mucahit Cevik, Ayse Basar |
| 2022 | AI | Software requirement specific entity extraction using transformer models. | Garima Malik, Mucahit Cevik, Swayami Bera, Savas Yildirim, Devang Parikh, Ayse Basar |
| 2021 | AI | A BERT-based transfer learning approach to text classification on software requirements specifications. | Derya Kici, Garima Malik, Mucahit Cevik, Devang Parikh, Ayse Basar |
| 2021 | AI | Named Entity Recognition on Software Requirements Specification Documents. | Garima Malik, Mucahit Cevik, Yusef Khedr, Devang Parikh, Ayse Basar |
| 2021 | AI | Using ProtoPNet for Interpretable Alzheimer's Disease Classification. | Sanaz Mohammadjafari, Mucahit Cevik, Mathusan Thanabalasingam, Ayse Basar, Alzheimer's Disease Neuroimaging Initiative |
| 2021 | EASE | DABT: A Dependency-aware Bug Triaging Method. | Hadi Jahanshahi, Kritika Chhabra, Mucahit Cevik, Ayse Basar |
| 2021 | ICMLA | Sentiment Analysis of StockTwits Using Transformer Models. | Aysun Bozanta, Sabrina Angco, Mucahit Cevik, Ayse Basar |
| 2020 | AI | Predicting the Number of Reported Bugs in a Software Repository. | Hadi Jahanshahi, Mucahit Cevik, Ayse Basar |
| 2020 | AI | Using Topic Modelling to Improve Prediction of Financial Report Commentary Classes. | Karim El Mokhtari, Mucahit Cevik, Ayse Basar |
| 2020 | AI | Amalgamated Models for Detecting Duplicate Bug Reports. | Sukhjit Singh Sehra, Tamer Abdou, Ayse Basar, Sumeet Kaur Sehra |
| 2019 | SGAI | Time-Series-Based Classification of Financial Forecasting Discrepancies. | Ben Peachey Higdon, Karim El Mokhtari, Ayse Basar |
| 2019 | SGAI | Stock Index Forecasting Using Time Series Decomposition-Based and Machine Learning Models. | Dhanya Jothimani, Ayse Basar |