Improving RNA Base Interactions Prediction Based on Transfer Learning and Multi-view Feature Fusion

• Published in: Ji suan ji ke xue Vol. 50; no. 3; pp. 164 - 172
• Main Authors: Wang, Xiaofei, Fan, Xueqiang, Li, Zhangwei
• Format: Journal Article
• Language: Chinese
• Published: Chongqing Guojia Kexue Jishu Bu 01.03.2023; Editorial office of Computer Science
• Subjects: Artificial neural networks; Deep learning; Feature extraction; Machine learning; Modules; Prediction models; rna base interactions|transfer learning|data characteristic|loss function|convolutional neural networks; Structural stability; Training

RNA base interactions play an important role in maintaining the stability of its three-dimensional structure, and accurate prediction of base interactions can help predict the three-dimensional structure of RNA.However, due to the small amount of data, the model could not effectively learn the featu...