Deep clustering framework review using multicriteria evaluation

F Ros, R Riad, S Guillaume - Knowledge-Based Systems, 2024 - Elsevier
The application of clustering has always been an important method for problem-solving. In
the era of big data, most classical clustering methods suffer from the curse of dimensionality …

Contrastive self-supervised clustering for specific emitter identification

X Hao, Z Feng, R Liu, S Yang, L Jiao… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Specific emitter identification (SEI) is crucial for attacking and defending Internet of Things
(IoT) devices in untrusted scenarios or battlefield environments. However, existing SEI …

Adaptive Dbscan with Unsupervised Feature Extraction for Multichannel Blind Source Separation

Z Wei, Z Lin, B Tang, K An, D Li, J Wang - Zhi and Tang, Bo and An … - papers.ssrn.com
As the battlefield electromagnetic environment becomes increasingly complicated, the
classification and identification of unknown emitter signals are particularly important …