Robust ensemble of handcrafted and learned approaches for DNA-binding proteins

Purpose – Automatic DNA-binding protein (DNA-BP) classification is now an essential proteomic technology. Unfortunately, many systems reported in the literature are tested on only one or two datasets/tasks. The purpose of this study is to create the most optimal and universal system for DNA-BP class...

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Hlavní autoři:	Loris Nanni, Sheryl Brahnam
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	Emerald Publishing 2025-01-01
Edice:	Applied Computing and Informatics
Témata:	Support vector machines Convolutional neural networks Pseudo amino acid composition Heterogeneous ensembles Protein representations
On-line přístup:	https://www.emerald.com/insight/content/doi/10.1108/ACI-03-2021-0051/full/pdf
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