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Filtering by: Creator Vomocil, David Leo Remove constraint Creator: Vomocil, David Leo Committee Member Wong, Weng-Keen Remove constraint Committee Member: Wong, Weng-Keen Creator Danaee, Padideh Remove constraint Creator: Danaee, Padideh

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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:
    Machine Learning: Applications in Biology and Genomics Abstract approved: David A. Hendrix Machine