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Filtering by: Creator Lowe, Eric V. Remove constraint Creator: Lowe, Eric V. Advisor Dietterich, Thomas G. Remove constraint Advisor: Dietterich, Thomas G. Subject Graphical modeling (Statistics) Remove constraint Subject: Graphical modeling (Statistics)

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  • Machine Learning Methods for Computational Sustainability

    Creator:
    Liu, Liping
    Abstract:
    Maintaining the sustainability of the earth’s ecosystems has attracted much attention as these ecosystems are facing more and more pressure from human activities. Machine learning can play an important role in promoting sustainability as a large amount of data is being collected from ecosystems. There are at least three important...
    Resource Type:
    Dissertation
    Full Text:
    problems. Suppose each optimization problem takes O(V Nd) time, where V is the number of BFGS iterations

  • Probabilistic models for quality control in environmental sensor networks

    Creator:
    Dereszynski, Ethan W.
    Abstract:
    Networks of distributed, remote sensors are providing ecological scientists with a view of our environment that is unprecedented in detail. However, these networks are subject to harsh conditions, which lead to malfunctions in individual sensors and failures in network communications. This behavior manifests as corrupt or missing measurements in the...
    Resource Type:
    Dissertation