Hira Naveed
Hira has completed a BSc. in Computer Science from National University of Sciences and Technology (NUST), Pakistan and an MSc. in Software Engineering from National University of Computer and Emerging Sciences (NUCES-FAST), Pakistan.
Hira will be focusing on Human centric model-driven engineering for systems with machine learning components. Her project aims to incorporate human values throughout the MDE process from requirements modeling to code generation. The focus will be on incorporating human values essential for systems with ML components.
Her research interests include automated software engineering, model-driven software engineering, intelligent systems and human-centric software engineering.
Publications
- Naveed, H., Arora, C., Khalajzadeh, H., Grundy, J., Haggag, O. Model driven engineering for machine learning components: A systematic literature review. Information and Software Technology, 107423.
- Naveed, H. Runtime Monitoring of Human-Centric Requirements in Machine Learning Components: A Model-Driven Engineering Approach. 2023 ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C).
- Naveed, H., Grundy, J., Arora, C., Khalajzadeh, H., Haggag, O. Towards Runtime Monitoring for Responsible Machine Learning using Model-driven Engineering. Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems.