2022 IEEE Canadian Conference on Electrical and Computer Engineering (CCECE) 2022
DOI: 10.1109/ccece49351.2022.9918266
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Ultrasound Operator Variance Classification for Agency in Artificial Intelligence Support of Cyber-Physical Systems

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“…The current approach to such instances is to make a decision model more generalizable, thus broadening the scope of training by including the novel data in re-training. Beyond generalizability, out-of-distribution (OOD), or dataset shift, detection is an indicator that the modelling is receiving unexpected stimuli [67] [68]. In current literature the concepts of flexibility and adaptability are regularly referred to as agility, adaptiveness, robustness, and resilience; however, these are generally detection of anomalies and not truly a model's ability to adapt real-time [69].…”
Section: Flexibility and Adaptability To Novel Situations And Unexpec...mentioning
confidence: 99%
“…The current approach to such instances is to make a decision model more generalizable, thus broadening the scope of training by including the novel data in re-training. Beyond generalizability, out-of-distribution (OOD), or dataset shift, detection is an indicator that the modelling is receiving unexpected stimuli [67] [68]. In current literature the concepts of flexibility and adaptability are regularly referred to as agility, adaptiveness, robustness, and resilience; however, these are generally detection of anomalies and not truly a model's ability to adapt real-time [69].…”
Section: Flexibility and Adaptability To Novel Situations And Unexpec...mentioning
confidence: 99%