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Dive into the research topics where Shagufta Henna is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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EnCo SupCon: Entropy-driven supervised contrastive learning for discriminative feature representations from remote sensing imagery
Bannigan, K. & Henna, S., Mar 2026, In: Results in Engineering. 29, 108311.Research output: Contribution to journal › Article › peer-review
Open Access -
Fast-gradient-guided generative adversarial learning for explainable cyber threat intelligence
Henna, S. & Rathnayake, U., Feb 2026, In: Applied Soft Computing.Research output: Contribution to journal › Article › peer-review
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Hypergraph Representation Learning-Based xApp for Traffic Steering in 6G O-RAN Closed-Loop Control
Henna, S. & Rathnayake, U., 2026, (Accepted/In press) In: IEEE Transactions on Network and Service Management.Research output: Contribution to journal › Article › peer-review
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Spatiotemporal score-based federated generative learning for multi-source remote sensing time series in environmental monitoring
Henna, S. & Rathnayake, U., Jan 2026, In: ISPRS Journal of Photogrammetry and Remote Sensing.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
An interpretable deep learning framework for medical diagnosis using spectrogram analysis
Henna, S., Alcaraz, J. M. L., Rathnayake, U. & Amjath, M., Dec 2025, In: Healthcare Analytics. 8, 100408.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)