| 2024 | AI | Interpreting time series forecasting models using model class reliance. | Sean Berry, Mucahit Cevik, Ozan Ozyegen |
| 2023 | AI | Few shot learning approaches to essay scoring. | Robert K. Helmeczi, Savas Yildirim, Mucahit Cevik, Sojin Lee |
| 2023 | AI | An Empirical Study on Vagueness Detection in Privacy Policy Texts. | Garima Malik, Savas Yildirim, Mucahit Cevik, Ayse Bener |
| 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 |
| 2022 | AI | An empirical study on probabilistic forecasting for predicting city-wide electricity consumption. | Syed Rafayal, Mucahit Cevik, Derya Kici |
| 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 | Augmented Out-of-Sample Comparison Method for Time Series Forecasting Techniques. | Igor Ilic, Berk Grgl, Mucahit Cevik |
| 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 |