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Filtering by: Creator Bell, Rosalyn Remove constraint Creator: Bell, Rosalyn Committee Member Ramsey, Stephen Remove constraint Committee Member: Ramsey, Stephen License All rights reserved Remove constraint License: All rights reserved

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  • Deep Learning for Human and Biological Languages

    Creator:
    Hong, Junki
    Abstract:
    We explore the application of deep learning to the disparate fields of natural language processing and computational biology. Both the sentences uttered by humans as well as the RNA and protein sequences found within the cells of their bodies can be considered formal languages in computer science, as sets of...
    Resource Type:
    Dissertation
    Full Text:
    - orations. From the Hendrix lab, this includes Jimmy Bell, Padideh Medisa Danaee, Dezhong Deng, Rosalyn Fey

  • 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