Shagufta Henna
Lecturer, Department of Computing · Atlantic Technological University, Letterkenny, Co. Donegal, Ireland
Research Interests
Deep Learning, Federated Learning, Explainable AI, Future Generation Networks, Edge Intelligence, Cybersecurity
Biography
Shagufta Henna is Lecturer with the Department of Computing, Atlantic Technological University, Donegal, Ireland. She was a research fellow with the CONNECT, the Science Foundation Ireland Research Centre, 2019. She received her doctoral degree in Computer Science from the University of Leicester, UK, in 2013. She was an assistant professor from 2013 to 2018, Bahria University, Islamabad. She has published several scientific papers in leading journals/transactions and conferences. She has been involved in several EU and national research projects including H2020, Science Foundation of Ireland, and Enterprise of Ireland. She is a senior member of the IEEE, and is serving the editorial boards of IEEE Access, EURASIP Journal on Wireless Communications and Networking, IEEE Future Directions, and Springer Human-centric Computing and Information Sciences. She is currently supervising several PhD/Masters research students in wireless communication, deep learning, and big data analytics. She h
Education
PhD, Computer Science, University of Leicester, UK
Recent Scopus Publications
- Accelerating graph-based deep learning for self-calibration in large-scale uncontrolled wireless sensor networks for environmental monitoring
- Spatiotemporal score-based federated generative learning for multi-source remote sensing time series in environmental monitoring
- EnCo SupCon: Entropy-driven supervised contrastive learning for discriminative feature representations from remote sensing imagery
- Hypergraph Representation Learning-Based xApp for Traffic Steering in 6G O-RAN Closed-Loop Control
- Explainable AI-driven conditional generative model for decision support and transparency in smart farming
Links
- ORCID https://orcid.org/0000-0002-8753-5467
- Scopus https://www.scopus.com/authid/detail.uri?authorId=26421152400
- Personal Weblink https://sites.google.com/view/shaguftahenna