代表性成果
科研项目：
主持或参与国家项目1项，厅级项目1项，横向项目1项。
学术论文：
1.Qi Zhang, Le Zuo, Ying Ren, Siyuan Wang, Wenfa Wang, Lerong Ma, Jing Zhang*，Bisheng Xia*. FMCA-DTI: A Fragment-oriented method based on a Multihead Cross Attention mechanism to improve Drug Target Interaction prediction[J]. Bioinformatics，2024，40(6).
2.Qi Zhang, Le Zuo, Lerong Ma ,Wenfa Wang and Bisheng Xia*. Improving drug-target interaction prediction by integrating a fragment method with transformer and bilinear attention network. IEEE BIBM2024.
3.Mengyao Pan, Bisheng Xia*, Wenbo Huang, Ying Ren, Siyuan Wang. PM2.5 concentration prediction model based on Random Forest and SHAP[J]. International Journal of Pattern Recognition and Artificial Intelligence.2024，DOI：10.1142/S0218001424520128.
4.Wang S, Ren Y, Xia B*. Estimation of urban AQI based on interpretable machine learning[J]. Environmental Science and Pollution Research, 2023: 1-13.
5.Wang S, Ren Y, Xia B*. PM2. 5 and O3 concentration estimation based on interpretable machine learning[J]. Atmospheric Pollution Research, 2023, 14(9): 101866.
6.Wang S, Ren Y, Xia B, et al. Prediction of atmospheric pollutants in urban environment based on coupled deep learning model and sensitivity analysis[J]. Chemosphere, 2023: 138830.
7.Ren Y, Wang S, Xia B*. Deep learning coupled model based on TCN-LSTM for particulate matter concentration prediction[J]. Atmospheric Pollution Research, 2023, 14(4): 101703.
