EmbedCaps-DBP: Predicting DNA-Binding Proteins Using Protein Sequence Embedding and Capsule Network

DNA-binding interactions are an essential biological activity with important functions, such as DNA replication, transcription, repair, and recombination. DNA-binding proteins (DBPs) have been strongly associated with various human diseases, such as asthma, cancer, and HIV/AIDS. Therefore, some DBPs...

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Veröffentlicht in:	IEEE access 2023, Vol.11, p.121256-121268
Hauptverfasser:	Naim, Muhammad Khaerul, Mengko, Tati Rajab, Hertadi, Rukman, Purwarianti, Ayu, Susanty, Meredita
Format:	Artikel
Sprache:	eng
Schlagworte:	Amino acids Annotations Asthma Binding Biological activity Biological system modeling Biophysics Capsule network Classifiers Datasets deep learning DNA DNA-binding proteins Embedding Feature extraction Machine learning Protein sequence protein sequence embeddings Proteins Task analysis Training Transformers
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