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Filtering by: Creator Bell, Rosalyn Remove constraint Creator: Bell, Rosalyn Committee Member Fern, Xiaoli Remove constraint Committee Member: Fern, Xiaoli

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  • Interpretable Machine Learning: Applications in Biology and Genomics

    Creator:
    Danaee, Padideh
    Abstract:
    Machine learning (ML) and deep learning (DL) models impact our daily lives with applications in natural language modeling, image analysis, healthcare, genomics, and bioinformatics. The exponential growth of biological sequence data necessitates accompanying advances in computational methods. Although deep learning is highly effective for detecting and classifying biological sequences, challenges...
    Resource Type:
    Dissertation
    Full Text:
    few years: Lillian K Padgitt-Cobb, Rosalyn Fey, Dezhong Deng, Nathan Waugh, Junki Hong, and Jimmy