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Filtering by: Creator Yang, Minghui Contributor advisor sim Hendrix, David A. Degree Level Doctoral

Towards Resolving Functional and Evolutionary Mysteries of the Large and Heterozygous Genome of Hop (Humulus lupulus) and the Cannabaceae Family Using Genomic Data Science

Creator:

Padgitt-Cobb, Lillian K.

Abstract:

Hop (Humulus lupulus L. var. lupulus) is a diploid, dioecious plant with an extensive history of cultivation and use in brewing, as a textile, and for its therapeutic properties. Hop is prized for its ability to produce a variety of aromatic and flavor compounds, as well as compounds with anti-microbial...

Resource Type:

Dissertation
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