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Filtering by: Creator Hamidi-Haines, Mandana Remove constraint Creator: Hamidi-Haines, Mandana Advisor Dietterich, Thomas G. Remove constraint Advisor: Dietterich, Thomas G.

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  • Anomaly Detection and Probabilistic Diagnosis for Automated Data Quality Control

    Creator:
    Zemicheal, Tadesse H.
    Abstract:
    Advances in sensor technology are greatly expanding the range of quantities that can be measured while simultaneously reducing the cost. However, deployed sensors drift out of calibration and fail, so every sensor network requires quality control procedures to promptly detect these failures. To address these problems, we propose a two-level...
    Resource Type:
    Dissertation
    Full Text:
    Emmott, Risheek Garrepalli, Jed Irvine and Irene Tema. I am also grateful to Mandana Humidi-Haines; she