Data-efficient Bayesian verification of parametric Markov chains

Obtaining complete and accurate models for the formal verification of systems is often hard or impossible. We present a data-based verification approach, for properties expressed in a probabilistic logic, that addresses incomplete model knowledge. We obtain experimental data from a system that can b...

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Bibliographic Details
Main Authors: Polgreen, E, Wijesuriya, V, Haesaert, S, Abate, A
Format: Conference item
Published: Springer 2016