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

  • Research Project: Romanian Hub for Artificial Intelligence – HRIA,
  • Program: Smart Growth, Digitization and Financial Instruments Program,
  • HRIA Team13, MySMIS no. 351416, 2025-2027
  • May 2025 – April 2027
  • Domains: software testing, defect prediction, software visualization
  • Team
    • Leader: Assoc. prof. dr. Andreea Vescan
    • Members:
      • Assoc. prof. dr. Camelia Serban,
      • Lect. dr. Radu Gaceanu,
      • Phd student Camelia Nadejde,
      • PhD student Octavian Custura
  • Publications:
    • Camelia-Petrina Nadejde, Camelia Serban, Andreea Vescan, Neural Network-Based Learners for Effort-Aware Software Defect Prediction, International Conference on Agents and Artificial Intelligence (ICAART 2026), https://icaart.scitevents.org/, 5-7March 2026, Marbella, Spain
    • Stefan-Octavian Custura, Radu Gaceanu, Andreea Vescan, Variable Semantic Representation: A Replication Study and Hyper-Parameter Optimization Using Taguchi Methods, International Conference on Agents and Artificial Intelligence (ICAART 2026), https://icaart.scitevents.org/, 5-7March 2026, Marbella, Spain