A Persistent Entropy Automaton is given operational semantics and augmented into a monitor, then applied to 1000 simulated immune-system traces to produce descriptive event-pattern classes rather than validated temporal invariants.
jHoles: A Tool for Understanding Biological Complex Networks via Clique Weight Rank Persistent Homology.Electronic Notes in Theoretical Computer Science, 306:5–18, 2014
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Topological Run-time Monitoring for Complex Systems
A Persistent Entropy Automaton is given operational semantics and augmented into a monitor, then applied to 1000 simulated immune-system traces to produce descriptive event-pattern classes rather than validated temporal invariants.