Dimuthu Fernando
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126
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2026
Collaborative System Failure Prognostics via Federated Longitudinal-Survival Modeling
This paper proposes a federated longitudinal-survival modeling framework for collaborative system failure prognostics, enabling decentralized estimation of interval-specific failure hazards, reliability curves, and system remaining useful life.
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cs.LGEmpiricalRecentJul 28, 2026
Collaborative System Failure Prognostics via Federated Longitudinal-Survival Modeling
Fan Yang, Madelyn Weller, Dimuthu Fernando, Hila Livneh +1 more
This paper proposes a federated longitudinal-survival modeling framework for collaborative system failure prognostics, enabling decentralized estimation of interval-specific failure hazards, reliabili…
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