Work experience

Since July 2003, School of Statistics, Renmin University of China, Associate Professor

Research Interests

Machine learning algorithms and applications. Pay attention to the research and development of statistical software, statistical database systems and other aspects. It is involved in complex dynamic network modeling in transportation, finance, trade and other fields, online public opinion dissemination and hot event tracking based on text analysis, as well as customer relationship management in the fast-moving consumer goods industry relying on machine learning and deep learning frameworks.

Publications 

1、Application of HITS Algorithm in Web Mining in Literature Evaluation and Empirical Study, Communications in Statistics - Simulation and Computation, 2011

2、Feature Selection of Penalty Multiple Hybrid Model in Text Clustering and Its Application in Internet Public Opinion Analysis, Statistics and Information Forum, 2012

3、An Improved SMOTE resampling algorithm for Imbalanced datasets, Statistical research, 2012

4、An Empirical Study on the Price Bubble of Commercial Residential Properties in Provinces (Municipalities) of China Based on the MDL Method, Statistical Review, 2012

5、Dynamic Tracking Methods and Empirical Research on the Tendency of Online Public Opinion, Statistics and Information Forum, 2013

6、Interpreting the economic theme of the government work report from the perspective of text mining, statistical review, 2013

7、Dealing with Imbalanced Data Set A Re-sampling method based on the improved SMOTE algorithm, Communications in Statistics - Simulation and Computation, 2013

8、Analysis of the Linkage between News event Themes and stock return rate Fluctuations, statistical review, 2014

9、Identify exceptional texts in e-commerce reviews using semi-supervised annealing clustering,  statistical reviews, 2015

10、Network Hot event identification method Based on sudden diagnosis, Statistics and decision-making, 2015

Books

1. Compiled by Xue Wei,《Statistical analysis and data mining based on R》,Renmin University of China Press, 2014.05

2. Compiled by Xue Wei,《Data Analysis Based on SPSS (Third Edition)》,Renmin University of China Press, 2014.07

3. Compiled by Xue Wei,《Data Mining Based on SPSS Modeler (Second Edition)》,Renmin University of China Press, 2014.10

4. Compiled by Xue Wei,《Statistical Analysis and the Application of SPSS (Fourth Edition)》, The 21st Century Statistics series textbooks, Renmin University of China Press, 2014.08

5. Compiled by Xue Wei,《SPSS Statistical Analysis Methods and Applications (Third Edition)》,Publishing House of Electronics Industry, 2013.01

Teaching

Undergraduate courses: Machine Learning, Econometrics, Statistical Software, Statistics

Postgraduate courses: Machine Learning --- Principles and Practice