趙學靖,男,博士,蘭州大學數學與統計學院副教授,機率論與數理統計學術碩士生導師。
基本介紹
- 中文名:趙學靖
- 學位/學歷:博士
- 職業:教師
- 專業方向:數據挖掘與統計機器學習
- 任職院校:蘭州大學數學與統計學院
研究方向,個人經歷,學術成果,
研究方向
數據挖掘與統計機器學習,高維統計,生存分析與壽命檢驗.
個人經歷
學習經歷:
2006年9月– 2009年6月法國特魯瓦技術大學(博士, 獲博士學位)
論文題目:
Survival analysis and condition-based maintenance modelingforgradually deteriorating systems with censoring and covariates (in French)
專業: Applied Probability and Statistics-Systems Optimization and Security
導師: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月法國貢比涅技術大學(博士第一年)
2005年3月– 2005年7月上海外國語大學出國法語培訓
1996年9月 –1999年7月蘭州大學數學與統計學院(套用數學碩士)
1992年9月–1996 年7月西北師範大學數學系 (數學教育本科.)
工作經歷:
2011年5月-至今:蘭州大學數學與統計學院, 副教授, 碩士生導師
1999年7月- 2011年5月:蘭州大學數學與統計學院, 助教, 講師
學術成果
發表論文及專著 SCI 收錄論文:
1.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 134 (2019): 681-697.
2.X. Zhao, J. Su. Variable selection for semiparametric proportional hazards model under progressive Type-II censoring. Communications in Statistics-Simulation and Computation, 2017,46:4367-4376.
3.X. Zhao and L. Bordes. Optimal progressive Type-I interval censored scheme under step-stress life testing. Statistics and its interface. 2017, 10(3): 521-527.
4.X. Zhao, M. Fouladirad, C. Bérenguer and L. Bordes. Condition-based inspection/replacement policies for non-monotone deteriorating systems with environmental covariates, Reliability Engineering and System Safety. 2010,95(8):921-934
5.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
6.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.
7.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.
8.J. Heng, C. Wang, X. 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.
9.J. Heng, C. Wang, X. Zhao and J. 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.
10.N. Balakrishnan and L. Bordes,X. Zhao, Minimum-distance parametric estimation under progressive Type-I censoring. IEEE Transactions on Reliability, 59(2). 2010,413-425.
EI 收錄論文:
11.X. Zhao, J. Su, X. Wu. Variable Selection For Cox's Proportional Hazards Regression Model Based On LASSO-CDA, Advances in Electrical and Electronics Engineering, 2014, 92:199-206.
12.X. Zhao,M. Fouladirad and C. Bérenguer. Adaptive residual-based maintenance policy for a deteriorating system in dynamic environment. Advances in Safety, Reliability and Risk Management. Aug 2012, 2263 -2270.
13.X. Zhao,M. Fouladirad and C. 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.
14.X. Zhao, M. Fouladirad, C. Bérenguer and L. 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.
15.X. Zhao, M. Fouladirad, C. Bérenguer and L. Bordes. Nonperiodic Inspection/Replacement Policy for Monotone Deteriorating System with Covariates. IFAC proceeding, 2009,42,8:1617-1622 ..
會議論文:
16.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.
17.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
18.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.
19.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
中文期刊:
20.徐雪麗, 趙學靖*. 稀疏譜聚類算法在高維數據上的套用[J]. 中國科學技術大學學報, 2017, 47(4):311-319.
21.張曼,趙學靖,田人合. 基於中位數GARCH模型的匯率波動率預測[J]. 統計與決策,2017, 11: 73-75.
22.楊淮,趙學靖. 股票交易市場中Cox比例風險模型的套用[J]. 中國科技論文線上精品論文,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.
23.廖友福,林文昊,趙學靖*. 模型識別的自動化程式研究——以匯率數據為例,蘭州大學學報(自然科學版),2014,50(2):
24.蘇錦霞,趙學靖,李維國. 基於剩餘壽命的劣化系統最優維修策略,蘭州大學學報(自然科學版), 2011年04期: 103-107.
25.蘇錦霞,趙學靖,李效虎. 利率具有二階自回歸相依結構情形下的破產機率,蘭州大學學報(自然科學版),2004,40(4):1-4.
26.趙學靖. 模糊信息下的市場進入模型,蘭州大學學報(自然科學版),2002,38(3):1-4
27.趙學靖,蘇錦霞,楊鳳翔. 模糊圖在生物群落中的套用,蘭州大學學報(自然科學版),2001,37(1):14-18
項目成果
1、高維醫學數據穩健分類及統計預測,國家自然科學基金面上項目,2020/1-2023/12,主持;
2、異常值檢測和穩健變數選擇的統計學性質研究,春暉計畫合作項目, 2018-2,2019/5-2021/5.主持;
3、基於多模態磁共振數據的機器學習對帕金森不同臨床表型的個體化預測研究,國家自然科學地區科學基金項目,2020/1-2023/12,主要參與人。
4、強噪聲圖像復原問題的數值方法研究,國家自然科學基金面上項目 11561157,2016-2019,主要參與人.
6、協變數環境下的不完全數據的統計分析與套用,教育部留學回國人員科研啟動基金資助項目(第44批),2013,主持;
7、高維協變數環境下刪失數據的半參數模型與套用,蘭州大學中央高校基本科研業務費專項資金,2013,主持;
8、幾類缺失數據的統計分析與套用,蘭州大學中央高校基本科研業務費專項資金,2010,主持。榮譽、獲獎 2005年 獲甘肅省教學成果獎二等獎(3/3)
2016年 獲國務院學位辦(套用統計專碩教指委頒發)教學成果二等獎。