HRIA Team13, MySMIS no. 351416, 2025-2027 

Project: Romanian Hub for Artificial Intelligence - HRIA

Team 13: Machine learning methods and models for improving the quality of software systems

Duration: May 2025 - April 2027,

Team: 5 team members (three researchers, two phd students)

Team leader: Vescan Andreea

Team members:  

• Conf. dr. Serban Camelia             
• Lect. dr. Gaceanu Radu 
• PhD student Nadejde Camelia  
• PhD student Custura Octavian

  Publications

• Nadejde, C.-P., Serban, C. and Vescan, A., Evaluating Defect-Prediction Models through Weighted EA-Z and Heterogeneous Feature Representations, ENASE, pp. 512-523, 2026
• Nadejde, C.-P., Serban, C. and Vescan, A. Neural Network-Based Learners for Effort-Aware Software Defect Prediction. DOI: 10.5220/0014455000004052 Paper published under CC license (CC BY-NC-ND 4.0) In Proceedings of the 18th International Conference on Agents and Artificial Intelligence (ICAART 2026) - Volume 2, pages 1868-1879 ISBN: 978-989-758-796-2; ISSN: 2184-433X
• Custura, S.-O., Gaceanu, R. and Vescan, A. Variable Semantic Representation: A Replication Study and Hyper-Parameter Optimization Using Taguchi Methods. DOI: 10.5220/0014454800004052 Paper published under CC license (CC BY-NC-ND 4.0) In Proceedings of the 18th International Conference on Agents and Artificial Intelligence (ICAART 2026) - Volume 4, pages 3554-3565 ISBN: 978-989-758-796-2; ISSN: 2184-433X