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Author

F. Ongenae

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Open access Sep 2026

Enabling Scalable Real-Time Sensor Stream Processing Across Decentralized Privacy-Preserving Storage Solutions

Internet of Things (IoT), Smart Health, and Smart City applications generate continuous data streams that may contain sensitive personal information. Decentralized storage systems such as Solid provide data ownership, access control, and interoperable sharing but offer limited support for real-time stream processing. W...

Kushagra Singh Bisen, S. Verstichel, F. Ongenae · 0 citations
Open access Aug 2026

Label space reduction for transductive zero-shot classification with large language models

This work proposes distilling the model into a probabilistic classifier, enabling lightweight deployment without repeated LLM calls, and demonstrates that LSR improves macro-F1 scores by an average of 7.0% compared to standard zero-shot classification baselines.

Nathan Vandemoortele, Bram Steenwinckel, F. Ongenae et al. · 0 citations

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