Metabolic Pathway Prediction Using Non-Negative Matrix Factorization with Improved Precision

Machine learning provides a probabilistic framework for metabolic pathway inference from genomic sequence information at different levels of complexity and completion. However, several challenges, including pathway features engineering, multiple mapping of enzymatic reactions, and emergent or distri...

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Bibliographic Details
Main Authors: Basher, A.R.M.A (Author), Hallam, S.J (Author), McLaughlin, R.J (Author)
Format: Article
Language:English
Published: Mary Ann Liebert Inc. 2021
Subjects:
Online Access:View Fulltext in Publisher