Gkerta Seferi

According to our database, Gkerta Seferi authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Leveraging LLM Enhanced Commit Messages to Improve Machine Learning Based Test Case Prioritization.

Yara Q. Mahmoud, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Qasim Tauseef, Gkerta Seferi

Proceedings of the 21st International Conference on Predictive Models and Data Analytics in Software Engineering, 2025

ML-Based Test Case Prioritization: A Research and Production Perspective in CI Environments.

Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef

Proceedings of the IEEE Conference on Software Testing, Verification and Validation, 2025

2024

On the Effectiveness of Feature Selection Techniques in the Context of ML-Based Regression Test Prioritization.

Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef

IEEE Access, 2024

An End-to-End Test Case Prioritization Framework using Optimized Machine Learning Models.

Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef

Proceedings of the IEEE International Conference on Software Testing, Verification and Validation, ICST 2024, 2024

Machine Learning-based Test Case Prioritization using Hyperparameter Optimization.

Md. Asif Khan, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Qasim Tauseef, Gkerta Seferi

Proceedings of the 5th ACM/IEEE International Conference on Automation of Software Test (AST 2024), 2024

2023

Test Case Prioritization using Transfer Learning in Continuous Integration Environments.

Rezwana Mamata, Akramul Azim, Ramiro Liscano, Kevin Smith, Yee-Kang Chang, Gkerta Seferi, Qasim Tauseef

Proceedings of the IEEE/ACM International Conference on Automation of Software Test, 2023

2022

Failure Prediction using Transfer Learning in Large-scale Continuous Integration Environments.

Rezwana Mamata, Kevin Smith, Akramul Azim, Yee-Kang Chang, Qasim Tauseef, Ramiro Liscano, Gkerta Seferi

Proceedings of the 32nd Annual International Conference on Computer Science and Software Engineering, 2022