发表论文:
[1] Zhengren Li; Xiaohang Zhang; Yanyu Wang; Xin Su, Predicting the sequential behavior of mobile Internet users based on MSM model. INTERNATIONAL JOURNAL OF MARKET RESEARCH, 2019, 62(6), 743-757.
[2] 李征仁; 王砚羽; 石文华; 亡羊补牢:负面记录对企业社会责任的影响及绩效分析. 管理评论, 2020, 32(09), 239-250.
[3] 李征仁; 张晓航; 石文华; 石东海; 王光辉; 基于Pareto/NBD的用户价值预测模型研究. 北京邮电大学学报(社会科学版), 2020, 22(03), 7-14.
[4] Xiaohang Zhang; Fengmin Wu; Zhengren Li#; Application of convolutional neural network to traditional data. Expert Systems With Applications,2021, 114-185
[5] Xiaohang Zhang, Hanying Zhang, Ji Zhu, Zhengren Li. Revealing the structure of prediction models through feature interaction detection. Knowledge-Based Systems, 2022, 236(5), 107-737.
[6] Xiaohang Zhang, Yuan Wang, Zhengren Li. User acceptance of machine learning models -- integrating several important external variables with technology acceptance model. The International Journal of Electrical Engineering & Education, in press.
[7] Xiaohang Zhang, Yuan Wang, Zhengren Li. Interpreting the black box of supervised learning models: Visualizing the impacts of features on prediction. Applied Intelligence, 2021, 51, 7151-7165.
[8] Xiaohang Zhang, Ling Wu, Zhengren Li. Local Interpretation of Supervised Learning Models based on High Dimensional Model Representation. Information Sciences, 2021, 561, 1-19.
[9] Yu Du; Xiaohang Zhang; Zhengren Li; Performance measurement for new mobile data services during generation upgrading period: a case of China's telecom industry. EURASIP Journal on Wireless Communications and Networking, 2021, 109, 1-18
[10] Xiaohang Zhang; Ling Wu; Zhengren Li; H. Liu; A Robust Method to Measure the Global Feature Importance of Complex Prediction Models, IEEE Access, 2021.
[11] Qi Wang; Yi Yang; Zhengren Li; Na Liu; Xiaohang Zhang; Research on the influence of balance patch on players' character preference. Internet Research, 2020.
[12] Yu Du; Xiaohang Zhang; Zhengren Li; Ling Wu; Investment performance measurement of new generation mobile communication networks based on dynamic DEA model. EURASIP Journal on Wireless Communications and Networking, 2019, 257, 1-9
[13] Xiaohang Zhang#*,Yu Du, Zhengren Li, et al. Analyzing the Operational Performance Migration of Telecom Operators[J]. China Communications, 2018, 15(6): 139-157.
[14] Xiaohang Zhang, Cenyue Wang, Zhengren Li, Ji Zhu, Wenhua Shi, Qi Wang. Exploring the sequential usage patterns of mobile Internet services based on Markov models. Electronic Commerce Research and Applications, 2016, 17, 1-11.
出版专著:
[1] 李征仁,《移动互联网环境下的用户隐私问题研究 》,978-7-5635-5875-9,北京邮电大学出版社,144千字,2019.09.