Sul-BERTGRU: An Ensemble Deep Learning Method Integrating Information Entropy-Enhanced BERT and Directional Multi-GRU for S-Sulfhydration Sites Prediction

Information Science, Artificial Intelligence, Life Sciences, Cell Biology, Biochemistry,
deep learning   S-sulfhydration sites   information entropy   BERT   multi-directional GRU   protein modification   bioinformatics  

Background Introduction Post-Translational Modifications (PTMs) are crucial mechanisms for regulating cellular activities, including gene transcription, DNA repair, and protein interactions. Among these, cysteine, a rare amino acid, participates in various PTMs through its thiol group, playing a significant role in redox balance and signal transduc...

E-Predictor: An Approach for Early Prediction of Pull Request Acceptance

Information Science, Computer Science, Artificial Intelligence,
pull request   prediction model   GitHub   open source projects   code review   development efficiency   BERT  

Research Breakthrough on Early Prediction of Pull Request Acceptance In recent years, open-source software (OSS) development has gradually become one of the mainstream software development models, heavily relying on collaboration among developers. The Pull Request (PR) mechanism, widely applied in distributed software development, improves collabor...