兰州大学数学与统计学院

数学院赵学靖教授

研究方向

生存分析与统计机器学习，高维统计

个人简历

        兰州大学数学与统计学院教授，副院长，概率论与数理统计学术博士生导师，应用统计专业学位硕士研究生导师, 兰州大学数学与统计学院学位分委员会副主任，兰州大学应用统计硕士专业学位授权点负责人。研究方向为生存分析与寿命检验，统计机器学习，高维统计。发表论文40余篇，其中SCI/EI收录近30篇。主持国家自然科学基金面上项目一项，春晖计划合作交流项目一项, 留学回国人员科研启动项目一项，兰州大学高校基本科研项目两项。

学习经历：
2006年9月–  2009年6月法国特鲁瓦技术大学(博士, 获博士学位)
        专业: Applied Probability and Statistics - Systems Optimization and Security
        导师: Prof. Christophe BERENGUER (Grenoble-INP, France)
                 Prof. Laurent BORDES(Université de Pau et des Pays de l'Adour, France)
2005年9月 – 2006年9月法国贡比涅技术大学(博士第一年)
2005年3月 – 2005年7月上海外国语大学出国法语培训
1996年9月 – 1999年7月兰州大学数学与统计学院（应用数学硕士）
1992年9月 – 1996 年7月西北师范大学数学系 (数学教育本科.) 

工作经历：
2022年1月 – ：兰州大学数学与统计学院教授，博士生导师
2011年5月 – 2022年1月：兰州大学数学与统计学院副教授，硕士生导师
1999年7月 – 2011年5月：兰州大学数学与统计学院讲师

教学及指导学生情况

概率论与数理统计(学术型)博士生导师；应用统计专业学位硕士导师
主讲课程：
       研究生课程： 现代统计学，统计机器学习，高等概率统计
       本科生课程： 概率论基础、数理统计、随机过程、多元统计分析、现代统计机器学习

发表论文及专著

SCI 收录论文：
1) Yixuan Wang, Jialiang Xie, Xuejing Zhao. DeepSurv landmarking: a deep learning approach for dynamic survival analysis with longitudinal data. Journal of Statistical Computation and Simulation. 2024.
2) Yangting Wang，Jinxia Su，Xuejing Zhao*， Interpretability of SurvivalBoost upon Shapley additive explanation value on medical data，Communications in Statistics - Simulation and Computation, 2024.
3) Qinling Gao, Hao Fu, Xuejing Zhao, Zhaoming Ge. Additive margin networks with adaptive feature recalibration and its applications in Brain Stroke CT Image classification. IET Image Processing, 2024.
4) Yingxiang Li, Xuejing Zhao. Patient-specific warning of epileptic seizure upon shapelets features. Heliyon 2023.
5) Zichang Li, Xuejing Zhao*. Buckley–James estimation of generalized additive accelerated lifetime model with ultrahigh-dimensional data. Statistical Analysis and Data Mining: The ASA Data Science Journal. 2023: 16:305–312.
6) Yating Wang, Jinxia Su, Xuejing Zhao*, Penalized semiparametric cox regression model on XGBoost and random survival forests, Communications in Statistics - Simulation and Computation, 2023, 52(7): 3095–3103.
7) Jianyang Tong, Xuejing Zhao*. Deep survival algorithm based on nuclear norm. Journal of Statistical Computation and Simulation. 2022, 92: 9, 1964-1976. DOI: 10.1080/00949655.2021.2015770.
8) Guangzhi Ma, Xuejing ZHAO*. Regression of survival data via twin support vector regression. Communications in Statistics - Simulation and Computation, 2022, 51(9): 5126-5138.
9) Peng Wang, Xuejing Zhao*, Jitao Zhong, Ying Zhou. Localization and diagnosis of attention-deficit/hyperactivity disorder. Healthcare 2021, 9(4): 372. https://doi.org/ 10.3390/ healthcare9040372.
10) Xuejing Zhao, Chen Wang, Jinxia Su, Jianzhou Wang. Research and application based on the swarm intelligence algorithm and artificial intelligence for wind farm decision system. Renewable Energy 2019, 134: 681-697.
11) Xuejing. Zhao, Jinxia Su. Variable selection for semiparametric proportional hazards model under progressive Type-II censoring. Communications in Statistics-Simulation and Computation, 2017, 46:4367-4376.
12) Xuejing Zhao and Laurent Bordes. Optimal progressive Type-I interval censored scheme under step-stress life testing. Statistics and its interface. 2017, 10(3): 521-527.
13) Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer and Laurent Bordes. Condition-based inspection/replacement policies for non-monotone deteriorating systems with environmental covariates, Reliability Engineering and System Safety. 2010，95（8）：921-934.
14) Fengqin Tang, Xuejing Zhao and Cuixia Li. Community detection in multilayer networks based on matrix factorization and spectral embedding method. Mathematics 2023, 11, 1573.
15) Fengqin Tang, Cuixia Li, Chunning Wang, Yi Yang and Xuejing Zhao. A comprehensive framework for link prediction in multiplex networks. Computational Statistics (2023). https://doi.org/10.1007/s00180-023-01334-8.
16) Chen Tao, Xuejing Zhao, Ke Gao, Weihong Ji and Yingmei Zhang. Thoracoabdominal respiratory disorder induced by cadmium aerosol and analyzed with a new machine vision model in vivo. Science of The Total Environment, 2019, 683: 668 – 680.
17) Jiajuan Liang, Man-Lai Tang, Xuejing Zhao. Testing high-dimensional normality based on classical skewness and kurtosis with a possible small sample size. Communications in Statistics -Theory and Methods. 2019, 48:23, 5719-5732.
18) Jinxia Su, Yanwen Li，Xuejing Zhao. Data stream clustering based on fast density-peak-search method. Statistics and its interface. 2018,11(1) : 183–189.
19) Jiani Heng, Chen Wang, Xuejing Zhao and L. Xiao. Research and application based on adaptive boosting strategy and modified CGFPA algorithm: a case study for wind speed forecasting. Sustainability 2016, 8, 235:1-25.
20) Jiani Heng, Chen Wang, Xuejing Zhao and Jianzhou Wang. A hybrid forecasting model based on empirical mode decomposition and the cuckoo search algorithm: a case study for power load. Mathematical Problems in Engineering. 2016, 1-28.
21) N. Balakrishnan and Laurent Bordes，Xuejing Zhao, Minimum-distance parametric estimation under progressive Type-I censoring. IEEE Transactions on Reliability, 59(2). 2010，413-425.

EI收录论文
22) Xin Liu, Xiaoxi Zhang, Xuejing Zhao*. The prediction of PM2.5 concentrations with an intelligent hybrid model, Journal of Physics: Conference Series: 2nd International Conference on Computer Modeling, Simulation and Algorithm - Computer Modeling and Simulation Technology. v 1624, n 2, November 6, 2020. DOI: 10.1088/1742-6596/1624/2/022015.
23) Xuejing Zhao, Jinxia Su, Xiaoping Wu. Variable selection for Cox's proportional hazards regression model based on LASSO-CDA, Advances in Electrical and Electronics Engineering, 2014, 92:199-206.
24) Xuejing Zhao, Mitra Fouladirad and Christophe Bérenguer. Adaptive residual-based maintenance policy for a deteriorating system in dynamic environment. Advances in Safety, Reliability and Risk Management. Aug 2012, 2263 -2270.
25) Xuejing Zhao, Mitra Fouladirad and Christophe Bérenguer. Residual-based Inspection/replacement Policy for a Deteriorating System with Markovian Covariates, Proceeding of International Conference on Industrial Engineering and Engineering Management: 636-640, 2010.
26) Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer and Laurent Bordes. Optimal periodic inspection/ replacement policy for deteriorating systems with explanatory variables, Martorell et al.: Safety, Reliability and Risk Analysis: Theory, Methods and Applications, 2009, 4: 593-601. London: Taylor & Francis Group.
27) Xuejing Zhao, Mitra Fouladirad, Christophe Bérenguer and Laurent Bordes. Nonperiodic Inspection/Replacement Policy for Monotone Deteriorating System with Covariates. IFAC proceeding, 2009,42,8:1617-1622.

会议论文
28) X. Zhao, M. Fouladirad and C. Bérenguer. Condition-based maintenance and environmental parameters, Proceedings of the 38th ESReDAInternational Seminar, Hungary, May 4-5, 2010: 9p.
29) X. Zhao, M. Fouladirad, C. Bérenguer and L. Bordes. On condition-based maintenance policy for deteriorating system in presence of covariates, Proceeding MMR 2009 - Mathematical Methods in Reliability: Theory, Methods, Applications. VI International Conference, Moscow, Russia, 22 - 27 June 2009. - N. Kuznetsov& V. Rykov (eds) - Moscow: PFUR, 2009 - ISBN: 978-5-209-03668-5: 233-237.
30) X. Zhao, M. Fouladirad, C. Bérenguer and L. Bordes. Maintenance policy for deteriorating system with explanatory variables, K. Kolowrocki, J. Soszynska and E. Zio: Proceeding of 2nd Summer Safety & Reliability Seminars, 2008, 2: 377-384, Gdansk-Sopot, Poland, 22-28 June. Extended Version in Reliability & Risk Analysis: Theory & Applications. 2009, 13 (2-2): 85-97.
31) X. Zhao and L. Bordes, Semi-parametric estimation of the proportional hazards model under progressive Type-I censoring. Proceedings of 5-th International Conference on Mathematical Methods in Reliability, Methodology and Practice, June, 2007, Glasgow, United Kingdom. CD-ROM，8p.

英文期刊
32) Ya-nan Song, Xuejing Zhao*, Normality Testing of high-dimensional data based on principle component and Jarque–Bera statistics. Stats 2021, 4, 216–227. https://doi.org/10.3390/stats4010016.
33) Junyao Li, Yuxiang Luo, Meina Dong, Yating Liang, Xuejing Zhao, Yafeng Zhang, Zhaoming Ge, Tree-based risk factor identification and stroke level prediction in stroke cohort study, BioMed Research International, 2023, Article ID 7352191, 10 pages.

专著章节
34) Jiajuan Liang, Man-Lai Tang, Jing Yang, and Xuejing Zhao. An application of the theory of spherical distributions in multiple mean comparison. In: J. Fan and J. Pan (eds.), Contemporary Experimental Design, Multivariate Analysis and Data Mining: Festschrift in Honour of Professor Kai-Tai Fang, 189-200. https://doi.org/10.1007/978-3-030-46161-4_12. Springer Nature Switzerland AG 2020.

中文期刊
35) 宋亚男, 赵学靖*. 一种改进的异常值检测算法与稳健估计. 应用概率统计，2021, 37(2): 136-154.
36) 徐雪丽, 赵学靖*. 稀疏谱聚类算法在高维数据上的应用. 中国科学技术大学学报, 2017, 47(4):311-319.
37) 张曼, 赵学靖*，田人合. 基于中位数GARCH模型的汇率波动率预测. 统计与决策，2017, 11: 73-75.
38) 杨淮, 赵学靖*. 股票交易市场中Cox比例风险模型的应用. 中国科技论文在线精品论文，2015，8（13）：1344-1350.
Yang Huai, ZhaoXuejing*. The applications of Cox proportional hazards model in stock market[J]. Highlights of Sciencepaper Online, 2015, 8(13): 1344-1350.
39) 廖友福, 林文昊, 赵学靖*. 模型识别的自动化程序研究——以汇率数据为例，兰州大学学报（自然科学版），2014，50(2).
40) 苏锦霞, 赵学靖*, 李维国. 基于剩余寿命的劣化系统最优维修策略,兰州大学学报(自然科学版), 2011, 04: 103-107.

项目成果

1、高维医学数据稳健分类及统计预测，国家自然科学基金面上项目，2020.1-2023.12，主持；
2、异常值检测和稳健变量选择的统计学性质研究，春晖计划合作项目, 2018-2，2019/5-2021/5.主持；
3、协变量环境下的不完全数据的统计分析与应用，教育部留学回国人员科研启动基金资助项目(第44批),2013，主持；
4、高维协变量环境下删失数据的半参数模型与应用，兰州大学中央高校基本科研业务费专项资金,2013，主持；
5、几类缺失数据的统计分析与应用，兰州大学中央高校基本科研业务费专项资金，2010，主持；
6、基于多模态磁共振数据的机器学习对帕金森不同临床表型的个体化预测研究，国家自然科学地区科学基金项目，2020.1-2023.12，主要参与人；

荣誉，获奖

2005年获甘肃省教学成果奖二等奖(3/3)
2016年获国务院学位办(应用统计专硕教指委颁发)教学成果二等奖
2022年获兰州大学“国家级大学生创新创业训练计划”优秀指导教师称号

社会工作

中国工业统计学教学研究会第十届理事会常务理事；
中国现场统计研究会大数据统计分会第二届理事会常务理事；
中国现场统计研究会多元分析应用专业委员会常务理事；
中国优选筹法统筹法学会大数据分会第一届理事会常务理事；
甘肃省统计学会第九届理事会副秘书长；
甘肃省抗癫痫学会第三届理事会常务理事；

其他信息

通信地址：甘肃省兰州市天水路222号兰州大学数学与统计学院  730000
E-mail：zhaoxj@lzu.edu.cn ;  mathxjzhao@163.com
Personal Page：https://www.researchgate.net/profile/Xuejing-Zhao