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Hira Naveed

Orcid: 0000-0002-0045-4577

According to our database1, Hira Naveed authored at least 5 papers between 2023 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2025
Monitoring Machine Learning Systems: A Multivocal Literature Review.
[BibTeX]
[DOI]
Hira Naveed
,
Scott Barnett
,
Chetan Arora
,
John C. Grundy
,
Hourieh Khalajzadeh
,
Omar Haggag
CoRR, September, 2025

Understanding Practitioners' Perspectives on Monitoring Machine Learning Systems.
[BibTeX]
[DOI]
Hira Naveed
,
John C. Grundy
,
Chetan Arora
,
Hourieh Khalajzadeh
,
Omar Haggag
Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2025

2024
Model driven engineering for machine learning components: A systematic literature review.
[BibTeX]
[DOI]
Hira Naveed
,
Chetan Arora
,
Hourieh Khalajzadeh
,
John C. Grundy
,
Omar Haggag
Inf. Softw. Technol., 2024

Towards Runtime Monitoring for Responsible Machine Learning using Model-driven Engineering.
[BibTeX]
[DOI]
Hira Naveed
,
John Grundy
,
Chetan Arora
,
Hourieh Khalajzadeh
,
Omar Haggag
Proceedings of the ACM/IEEE 27th International Conference on Model Driven Engineering Languages and Systems, 2024

2023
Runtime Monitoring of Human-Centric Requirements in Machine Learning Components: A Model-Driven Engineering Approach.
[BibTeX]
[DOI]
Hira Naveed
Proceedings of the ACM/IEEE International Conference on Model Driven Engineering Languages and Systems, 2023


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