Before that, I received my B.Sc. degree and M.Sc. degree from Jiangnan University, Wuxi China in 2010 and 2013 respectively.
My research interests include some sub-fields of Data Mining and Machine Learning:
Streaming Classification under Emerging New Class (SENC) is that in the streaming classification problem, new classes may emerge as the environment changes. The predictive accuracy of a previously trained classifier will be severely degraded if it is used to classify instances of a previously unseen class in a data stream.
User Idenetity Linkage (UIL) aims to identify the accounts of the same user across different social platforms.
X. Mu, and K. M. Ting, Z.-H. Zhou. Classification under streaming emerging new classes: A solution using completely random trees, 2016, CoRR abs/1605.09131. [code] Please feel free to contact email@example.com for this code.
X.-S. Wei, X. Mu, and Y. Yang. An application in medical data mining based on twice ensemble learning (in chinese with english abstract). Journal of Frontiers of Computer Science and Technology, 2014, 8(9):1113-1119.
X. Mu, F. Zhu, J. Du, E.-P. Lim, and Z.-H. Zhou. Streaming classification with emerging new class by class matrix sketching. In Proceedings of the 31st AAAI Conference on Artificial Intelligence (AAAI'17), San Francisco, CA, 2017.
X. Mu, F. Zhu, E.-P. Lim, J. Xiao, J. Wang, and Z.-H. Zhou. User identity linkage by latent user space modelling. In Proceedings of the 22nd ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD'16), San Francisco, CA, 2016, pp.1775-1784.
The first runner-up in the Data Mining Competition (in association with CCDM 2014), 2014.
C++ Programming Language. (for undergraduate students. Fall, 2014)
National Key Laboratory for Novel Software Technology
Nanjing 210023, China
912, Building of Computer Science and Technology, Xianlin Campus of Nanjing University