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Filtering by: Creator Hamidi-Haines, Mandana Remove constraint Creator: Hamidi-Haines, Mandana Committee Member Fern, Alan Remove constraint Committee Member: Fern, Alan

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  • Active Learning from Examples, Queries and Explanations

    Creator:
    Hamidi-Haines, Mandana
    Abstract:
    Humans are remarkably efficient in learning by interacting with other people and observing their behavior. Children learn by watching their parents’ actions and mimic their behavior. When they are not sure about their parents demonstration, they communicate with them, ask questions, and learn from their feedback. On the other hand,...
    Resource Type:
    Dissertation
    Full Text:
    number of examples. c©Copyright by Mandana Hamidi-Haines September 20, 2019 All Rights Reserved

  • Theory and Implementation of a Variational Database Management System

    Creator:
    Ataei, Parisa S.
    Abstract:
    In this thesis, I present the variational database management system, a formal framework and its implementation for representing variation in relational databases and managing variational information needs. A variational database is intended to support any kind of variation in a database. Specific kinds of variation in databases have already been...
    Resource Type:
    Dissertation
    Full Text:
    , Wesley Alexis, Beatrice Moissinac, Mandana Hamidi-Haines, Ralph Haines, Esther and Hamid Mahmoodabadi

  • 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