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Filtering by: Creator Dixon, Emily K. Remove constraint Creator: Dixon, Emily K. Committee Member Tadepalli, Prasad Remove constraint Committee Member: Tadepalli, Prasad Subject Birds -- Identification -- Citizen participation -- Quality control Remove constraint Subject: Birds -- Identification -- Citizen participation -- Quality control

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  • Machine learning for improving the quality of citizen science data

    Creator:
    Yu, Jun
    Abstract:
    Citizen Science is a paradigm in which volunteers from the general public participate in scientific studies, often by performing data collection. This paradigm is especially useful if the scope of the study is too broad to be performed by a limited number of trained scientists. Although citizen scientists can contribute...
    Resource Type:
    Dissertation
    Full Text:
    . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 49 5.4 The average log-likelihood on the holdout data for different values of K in four states. The