Author

David Camacho

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#federated learning Book Open access Nov 2026

Less Federation, More Personalization: One-Shot Multi-View Clustering for Federated Fall Detection

A two-stage framework is proposed in which each client first learns label-free representations using FMMVCC, a multi-view clustering encoder that combines reconstruction, cross-view consistency, contrastive learning, and prototype-based objectives, showing strong representation quality and providing competitive perform...

Donato Cerciello, L. Schiavo, Angel Panizo LLedot et al. · 0 citations

Review Aug 2026

A Comprehensive Review of Generative Adversarial Networks in Deep Learning: Emerging Applications and Hybrid Architectures

Various strategies and improvements to enhance GANs stability and performance are examined, including hybrid architectures that integrate GANs with other deep learning models and practical utility in domain‐specific expert systems.

Kashif Iqbal, Xue Yu, Atifa Rafique et al. · Expert systems · 0 citations