教育背景

2012.09-2017.06，复旦大学概率论与数理统计专业，理学博士学位

2008.09-2011.06，复旦大学概率论与数理统计专业，理学硕士学位

2004.09-2008.07，华东师范大学统计学专业，理学学士学位

工作经历

2024.08至今，太阳成集团tyc122cc，副教授

2020.11-2024.08，太阳成集团tyc122cc，讲师

2017.09-2020.09，沙特阿拉伯阿卜杜拉国王科技大学，博士后

研究方向

空间统计、函数型数据分析、高维度数据统计、分位数回归、机器学习及应用

科研发表

1. Wang, W. and Zhu, Z. (2024), "Homogeneity and sparsity analysis for high dimensional panel data models." Journal of Business & Economic Statistics, 42(1), 26-35.

2. Wang, W., Sun, Y. and Wang, H. (2023), "Latent group detection in partial linear functional regression models." Biometrics (79), 280-291.

3. Wang, W. and Zhu, Z. (2022), "Group structure detection for high-dimensional panel data model." Canadian Journal of Statistics (50), 852-866.

4. Wang, W., Harrou, F., Bouyeddou, B., Senouci, S.M. and Sun, Y. (2022). Cyber-attacks detection in industrial systems using artificial intelligence-driven methods. International Journal of Critical Infrastructure Protection (38), 100542.

5. Wang, W., Harrou, F., Bouyeddou, B., Senouci, S.M. and Sun, Y. (2022). A stacked deep learning approach to cyber-attacks detection in industrial systems: application to power system and gas pipeline systems. Cluster Computing (25), 1-18.

6. Wang, W., He, X. and Zhu, Z. (2020), "Statistical inference for multiple change-point models." Scandinavian Journal of Statistics (47), 1149-1170.

7. Wang, W., Lee, J., Harrou, F. and Sun, Y. (2020), "Early Detection of Parkinson’s Disease Using Deep Learning and Machine Learning. " IEEE Access(8), 147635-147646.

8. Lee, J., Wang, W., Harrou, F. and Sun, Y. (2020), "Reliable solar irradiance prediction using ensemble learning-based models: A comparative study." Energy Conversion and Management(208), 112582. (2018 Impact factor: 7.18)

9. Lee, J., Wang, W., Harrou, F. and Sun, Y. (2020), "Wind Power Prediction Using Ensemble Learning-Based Models. " IEEE Access(8), 61517-61527.

10. Wang, W. and Sun, Y. (2019), "Penalized local polynomial regression for spatial data." Biometrics 75(4), 1179-1190.

11. Wang, W. and Zhu, Z. (2017), "Variable selection for the partial linear single-index model." Acta Mathematicae Applicatae Sinica, English Series 33(2), 373-388.

12. Wang, W. and Zhu, Z. (2017), "Conditional empirical likelihood for quantile regression models." Metrika 80(1), 1-16.

教学课程

1. 本科课程：多元统计分析、国土空间统计学

2. 研究生课程：高等多元统计分析、空间统计学