| 2025 | ENASE | Identifying Testing Behaviour in Open Source Projects: A Case Analysis for Apache Spark. | Asli Sari, Ayse Tosun, Glfem Isiklar Alptekin |
| 2024 | ICISSP | A Recommender System to Detect Distributed Denial of Service Attacks with Network and Transport Layer Features. | Kagan zgn, Ayse Tosun, Mehmet Tahir Sandikkaya |
| 2023 | ENASE | A Comparison of Source Code Representation Methods to Predict Vulnerability Inducing Code Changes. | Rusen Halepmollasi, Khadija Hanifi, Ramin Fadaei Fouladi, Ayse Tosun |
| 2021 | APSEC | Predicting Requirements Volatility: An Industry Case Study. | Anil Holat, Ayse Tosun |
| 2021 | APSEC | A Condition Coverage-Based Black Hole Inspired Meta-Heuristic for Test Data Generation. | Derya Yeliz Ulutas, Ayse Tosun |
| 2020 | ICSE | Finding Load Inducing Test Scenarios Using Genetic Algorithms and Tree Based Encoding. | Ege Apak, Ayse Tosun |
| 2020 | ICSE | Predicting Stack Overflow Question Tags: A Multi-Class, Multi-Label Classification. | Eray Mert Kavuk, Ayse Tosun |
| 2020 | SAC | Customer requests matter: early stage software effort estimation using k-grams. | Kazim Kivan Eren, Can zbey, Beyza Eken, Ayse Tosun |
| 2019 | EASE | A Conceptual Replication on Predicting the Severity of Software Vulnerabilities. | Sefa Eren Sahin, Ayse Tosun |
| 2018 | ESEM | Identifying bug-inducing changes for code additions. | Emre Sahal, Ayse Tosun |
| 2018 | SCAM | [Research Paper] Periodic Developer Metrics in Software Defect Prediction. | Seldag Ozcan Kini, Ayse Tosun |
| 2017 | ICSE | Predicting defects using test execution logs in an industrial setting. | Ayse Tosun, Ozgur Turkgulu, Dogan Razon, Hamza Yusuf Aydemir, Arda Gureller |
| 2016 | ICSE | A metric suite proposal for logical dependency. | Shirin Akbarinasaji, Behjat Soltanifar, Bora aglayan, Ayse Basar Bener, Andriy V. Miranskyy, Asli Filiz, Bryan M. Kramer, Ayse Tosun |
| 2010 | IAAI | AI-Based Software Defect Predictors: Applications and Benefits in a Case Study. | Ayse Tosun, Ayse Basar Bener, Resat Kale |
| 2009 | ESEM | Reducing false alarms in software defect prediction by decision threshold optimization. | Ayse Tosun, Ayse Basar Bener |
| 2009 | SEKE | Prest: An Intelligent Software Metrics Extraction, Analysis and Defect Prediction Tool. | Ekrem Kocaguneli, Ayse Tosun, Ayse Basar Bener, Burak Turhan, Bora Caglayan |
| 2009 | SEKE | BITS: Issue Tracking and Project Management Tool in Healthcare Software Development. | Ayse Tosun, Ayse Basar Bener, Ekrem Kocaguneli |
| 2008 | ESEM | Ensemble of software defect predictors: a case study. | Ayse Tosun, Burak Turhan, Ayse Basar Bener |