Umm-e-Habiba

According to our database, Umm-e-Habiba authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

How do ML practitioners perceive explainability? an interview study of practices and challenges.

Umm-e-Habiba, Mohammad Kasra Habib, Justus Bogner, Jonas Fritzsch, Stefan Wagner

Empir. Softw. Eng., February, 2025

2024

How mature is requirements engineering for AI-based systems? A systematic mapping study on practices, challenges, and future research directions.

Umm-e-Habiba, Markus Haug, Justus Bogner, Stefan Wagner

Requir. Eng., December, 2024

Explainable AI: A Diverse Stakeholder Perspective.

Umm-e-Habiba, Khan Mohammad Habibullah

Proceedings of the 32nd IEEE International Requirements Engineering Conference, 2024

Towards Explainability as a Functional Requirement: A Vision to Integrate the Legal, End-User, and ML Engineer Perspectives.

Umm-e-Habiba, Justus Bogner, Stefan Wagner

Proceedings of the 2nd International Workshop on Responsible AI Engineering, 2024

2023

Requirements Engineering for Explainable AI.

Umm-e-Habiba

Proceedings of the 31st IEEE International Requirements Engineering Conference, 2023

2022

Can Requirements Engineering Support Explainable Artificial Intelligence? Towards a User-Centric Approach for Explainability Requirements.

Umm-e-Habiba, Justus Bogner, Stefan Wagner

Proceedings of the 30th IEEE International Requirements Engineering Conference Workshops, 2022

2021

A cooperative heterogeneous vehicular clustering framework for efficiency improvement.

Iftikhar Ahmad, Rafidah Md Noor, Zaheed Ahmed, Umm-e-Habiba, Naveed Akram, Fausto Pedro García Márquez

Frontiers Inf. Technol. Electron. Eng., 2021

Aiding Traffic Prediction Servers through Self-Localization to Increase Stability in Complex Vehicular Clustering.

Iftikhar Ahmad, Rafidah Md Noor, Roobaea Alroobaea, Muhammad Talha, Zaheed Ahmed, Umm-e-Habiba, Ihsan Ali

Complex., 2021