Predicting DNA-Binding Proteins through Advanced Deep Transfer Learning Techniques

Authors: Jun Yan and Hongjie Wu
Conference: ICAI 2024 Posters, Zhengzhou, China, November 22-25, 2024
Pages: 63-71
Keywords: DNA-binding proteins.

Abstract

DNA-binding proteins DBPs are crucial in gene-related life activities. Tra-ditional methods for DBP prediction are labor-intensive and costly. We pre-sent a novel method using deep transfer learning to predict DBPs efficiently. Our approach extracts sequence and PSSM features, employs transfer learn-ing algorithms to construct datasets, and uses an attention mechanism-equipped neural network for prediction.
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