Biological Sequence Kernels with Guaranteed Flexibility

Applying machine learning to biological sequences - DNA, RNA and protein - has enormous potential to advance human health, environmental sustainability, and fundamental biological understanding. However, many existing machine learning methods are ineffective or unreliable in this problem domain. We...

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Veröffentlicht in:	arXiv.org 2023-04
Hauptverfasser:	Amin, Alan Nawzad, Weinstein, Eli Nathan, Marks, Debora Susan
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep learning Gene sequencing Kernels Machine learning Mathematical analysis Proteins
Online-Zugang:	Volltext
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