2 papers
cs.AI2026
Agentic Trust Coordination for Federated Learning through Adaptive Thresholding and Autonomous Decision Making in Sustainable and Resilient Industrial Networks
Paul Shepherd, Tasos Dagiuklas, Bugra Alkan +1
Distributed intelligence in industrial networks increasingly integrates sensing, communication, and computation across heterogeneous and resource constrained devices. Federated lea…
cs.LG2026
Trust Aware Federated Learning for Secure Bone Healing Stage Interpretation in e-Health
Paul Shepherd, Tasos Dagiuklas, Bugra Alkan +2
This paper presents a trust aware federated learning (FL) framework for interpreting bone healing stages using spectral features derived from frequency response data. The primary o…