Center for Biosystems and Biotech Data Science

Papers

• 1. Park, H., Kim, G., Oh, J., Van Messem, A., & De Neve, W. (2024). Interpreting stress detection models using SHAP and attention for MuSe-Stress 2022. IEEE Transactions on Affective Computing (TAFFC), 15(1). https://doi.org/10.1109/TAFFC.2024.3488112
• 2. Lee, H., Ozbulak, U., Park, H., Depuydt, S., De Neve, W., & Vankerschaver, J. (2024). Assessing the reliability of point mutation as data augmentation for deep learning with genomic data. *BMC Bioinformatics, 24*(1). https://doi.org/10.1186/s12859-024-05787-6
• 3. Park, H., Won, J., Park, Y., Anzaku, E. T., Vankerschaver, J., Van Messem, A., De Neve, W., & Shim, H. (2023). CRISPR-Cas-Docker: Web-based in silico docking and machine learning-based classification of crRNAs with Cas proteins. *BMC Bioinformatics, 24*(1), 167. https://doi.org/10.1186/s12859-024-05787-6
• 4. Ozbulak, U., Lee, H. J., Boga, B., Anzaku, E. T., Park, H., Van Messem, A., De Neve, W., & Vankerschaver, J. (2023). Know your self-supervised learning: