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Filtering by: Subject Mathematical optimization Remove constraint Subject: Mathematical optimization Committee Member Huang, Liang Remove constraint Committee Member: Huang, Liang Subject Ecology -- Research -- Data processing Remove constraint Subject: Ecology -- Research -- Data processing

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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:
    the formulation with two optimization algorithms. The learning techniques in this thesis are general