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Confronting UnknownsReading path

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Researchers, sensor specialists, ML practitioners

The technical spine: the science behind detection and identification, a fully worked Bayesian case, and the sensor capabilities the framework depends on.

  1. 1

    Part II: Detect & Identify (The Science Behind the Framework)

    Observation credibility, sensor failure modes, and the move from binary case-resolution to ranked probabilistic hypotheses.

  2. 2

    A Worked Bayesian Example

    Priors, likelihoods, and posteriors carried end-to-end through a real incident profile.

  3. 3

    Appendix D: Sensor Capabilities and Limitations

    What each sensing modality can and cannot establish about an anomalous track.

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