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Titlebook: Leveraging Applications of Formal Methods, Verification and Validation: Tools and Trends; 9th International Sy Tiziana Margaria,Bernhard St

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TraceVis: Towards Visualization for Deep Statistical Model Checking implement an interactive visualization tool, TraceVis, for the Racetrack case study. The tool allows to explore crash probabilities into particular wall segments as a function of start position and velocity. It furthermore supports the in-depth examination of the policy traces generated by DSMC, in
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Leveraging Applications of Formal Methods, Verification and Validation: Tools and Trends978-3-030-83723-5Series ISSN 0302-9743 Series E-ISSN 1611-3349
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Lecture Notes in Computer Sciencehttp://image.papertrans.cn/l/image/585395.jpg
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An Algorithm to Compute a Strict Partial Ordering of Actions in Action Tracesality Checking is implemented in the tool QuantUM [.] that currently only depicts in a fault tree the causal actions in the action traces that lead to a property violation, but not the possible order of these actions. We present an analysis to compute the strict partial order of actions in action tr
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TraceVis: Towards Visualization for Deep Statistical Model Checkingogress has been made in the analysis of individual NN decision episodes, but the verification of NNs as part of larger systems remains a grand challenge. Deep statistical model checking (DSMC) is a recent approach addressing that challenge in the context of Markov decision processes (MDP) where a NN
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