硕士生导师 博士生导师
欢迎你报考郑海涛老师的研究生,报考有以下方式:
1、参加西南交通大学暑期夏令营活动,提交导师意向时,选择郑海涛老师,你的所有申请信息将发送给郑海涛老师,老师看到后将和你取得联系,点击此处参加夏令营活动
2、如果你能获得所在学校的推免生资格,欢迎通过推免方式申请郑海涛老师研究生,可以通过系统的推免生预报名系统提交申请,并选择意向导师为郑海涛老师,老师看到信息后将和你取得联系,点击此处推免生预报名
3、参加全国硕士研究生统一招生考试报考郑海涛老师招收的专业和方向,进入复试后提交导师意向时选择郑海涛老师。
4、如果你有兴趣攻读郑海涛老师博士研究生,可以通过申请考核或者统一招考等方式报考该导师博士研究生。
Lingxiao Xiang, Haitao Zheng ∗. Imputation for spatiotemporal PM2.5 data via Varying-Coefficient Autoregressive Adversarial Network. Environmental Modelling and Software 193 (2025) 106564
李莹,郑海涛*. 基于信息熵的生物基因交互效应检测方法及其在膀胱癌中的应用, 中国卫生统计,2025(in printing)
Weiyang Yu, Haitao Zheng ∗. Composite likelihood expectation–maximization algorithm for the first-order multivariate integer-valued autoregressive model with multivariate mixture distributions. Mathematics and Computers in Simulation, 237 (2025) 167–187
Yilin CHEN, Haitao ZHENG*. SPATIOTEMPORAL PATTERNS AND PREDICTION OF MULTI-REGION HOUSE PRICES VIA FUNCTIONAL MIXED EFFECTS MODEL. INTERNATIONAL JOURNAL OF STRATEGIC PROPERTY MANAGEMENT, 2025, Volume 29, Issue 2, Pages 102–113
Xutao Li, Guoqing Huang, Weiyang Yu, Rui Yin, Haitao Zheng∗. Distribution inference of wind speed at adjacent spaces using generative conditional distribution sampler. Computers and Electrical Engineering 123 (2025) 110123
尹锐,郑海涛*,李旭涛,黄国庆。 基于异混合分布的分布预测方法及其在风速分布预测中的应用,自然灾害学报, 2024,Vol. 33(6).
Weiyang Yu, Haitao Zheng. First-order multivariate integer-valued autoregressive model with multivariate mixture distributions, Journal of Statistical Computation and Simulation, 2024,0094-9655, 3015-3041
Haitao Zheng, et al. Bayesian Analysis of Spatial Model for Frequency of Tornadoes, Atmosphere, 2023, 14(3).
赵宜婵,韦洪雷,匡婵,郑海涛. 青藏铁路冻土路基沉降的半参数模型分析及预测, 自然灾害学报, 2023年03期[85-93]
唐 敏,郑海涛,李清华. 基于广义部分线性单指标的 BPH与 MS的关联性研究, 重庆理工大学学报(自然科学), 2023, 37(6): 259-267
Guoqing Huang, Lili Xia, Min Liu, Teng Wu, Dahai Wang and Haitao Zheng*. Tail-Weighted Wind Speed Distribution by Mixture Model with Constrained Maximum Likelihood. International Journal of Structural Stability and Dynamics (2022) 2240016. DOI: 10.1142/S0219455422400168
赵宜婵, 韦洪雷,匡婵,郑海涛*.青藏铁路冻土路基沉降的半参数模型分析及预测, 自然灾害学报(2022)
Guoqing Huang; Ruili Liu; Min Liu; Haitao Zheng. Modeling and simulating nonstationary thunderstorm winds based on multivariate AR-GARCH. Journal of Wind Engineering and Industrial Aerodynamics, Volume 211, 2021,104565
徐高扬,郑海涛,黄国庆etal.基于门控单元循环神经网络的台风路径预测[J].计算机应用与软件
陈巧菊,刘 敏,黄国庆,郑海涛(2019)龙卷风参数趋势性和相关性特征分析,自然灾害学报,28(4)
Yuan Xue, Nan Zhang, Haitao Zheng, Xiangrong Yin(2017), Dimension Reduction using Hilbert-Schmidt Independence Criterion. 2017, Computational Statistics and Data Analysis, 115.
Guoqing Huang*, Xiaowen Ji, Haitao Zheng, Ying Luo, Xinyan Peng and Qingshan Yang (2017). “Uncertainty of Peak Value of Non-Gaussian Wind Load Effect: Analytical Approach.” Journal of Engineering Mechanics (ASCE),14(2).
黄国庆*,罗颖,郑海涛,刘小波,何华 (2016). “考虑风速变异性的风致屋面覆盖物损失评估”, 土木工程学报. 49(9), 64-71.
Chan Wang, Leiming Sun, Haitao Zheng and Yue-Qing Hu(2016) Detecting multiple variants associated with disease based on sequencing data of case–parent trios. Journal of Human Genetics, 61, 851–860
Haitao Zheng,Guoqing Huang,Xiaobo Liu,Mixture Probability Distributions of Wind Pressure on Low-rise Buildings,The 2014 Int'l Conference on Advances in Wind and Structures,2014.8.24-2014.8.26
Guoqing Huang,Haitao Zheng,YouLin Xu,Yongle Li,Spectrum models for nonstationary extreme winds,Journal of Structural Engineering,2015,10.1061/(ASCE)ST.194(1):1-20。
Xinguo Jiang,Haitao Zheng,Yanjun Qiu,Wenbo Fan,Differences in Injury Severities Between 2-Vehicle and 3-Vehicle Crashes,Traffic Injury Prevention,2015,16(3):289-297。
Zheng, Haitao,Yang, Guiping,Datta, Somnath,A note on nonparametric estimation of a bivariate survival function under right censoring,Contemporary developments in statistical theory, Lahiri, Soumendra (ed.) et al., Springer, pp 69-84, United States, 2014
Zheng, H., Zhang, C., Lu, Y.,Chen, J.,Design Cost Efficient Candidate Gene and Genome-Wide Association Studies of Mother-Child Pairs,Statistics and Its Interface,2010,3(4):535-547。
Jinbo Chen, Haitao Zheng, M. Wilson and Peter Kraft (2009). Testing Hardy-Weinberg Equilibrium in Mother-Child Case-Control Samples. Genetic Epidemiology 33(6): 539-48
Jinbo Chen, Haitao Zheng and M. Wilson(2009). Likelihood ratio tests for maternal and fetal genetic effects on obstetric complications. Genetic Epidemiology 33(6): 526-38
Haitao Zheng and Ishwar V. Basawa (2008). First Order Observation-Driven Integer-Valued Autoregressive Processes. Statistics & Probability letters 78, 1-9.
[Haitao Zheng, Ishwar V. Basawa and Somnath Datta (2007). The First Order Random Coefficient Integer-Valued Autoregressive (RCINAR(1)) Processes. Journal of Statistical Planning & Inference 137, 212-229.
Haitao Zheng, Ishwar V. Basawa and Somnath Datta (2006). Inference for p-th Order Random Coefficient Integer-Valued Autoregressive (RCINAR(p)) Processes. Journal of Time Series Analysis 27, 411-440.
张润楚,郑海涛,兰燕,艾明要。 试验设计与分析及参数优化 ,(译自 C.F.Jeff Wu and Michael Hamada (2000) : Experiments: Planning, Analysis, and Parameter Design Optimization, JohnWiley & Sons.) 中国统计出版社,2003年 3月.
1. 海量高维数据的降维理论与分析算法研究,2014JY0236,2014.6-2016.9,四川省应用基础,项目负责人。
2. 高维数据降维的统计分析方法,中央高校科研基本业务经费,2682014CX060, 2014.1-2015.12,项目负责人
3. 基因与环境因子交互作用的统计方法研究,教育部回归留学人员基金,2013,项目负责人
4. 应用纳米载体靶向性抑制肝星状细胞糖酵解以治疗肝纤维化,81371675,国家自然科学基金面上项目,2013-2016,第一主研。
5. 现代信息数据的处理与分析方法研究,中央高校科研基本业务经费,SWJTU12ZT15,2012-2013,项目负责人。
现主要研究方向:
(1) 生物统计
(2)机器学习、大数据分析
(3)时间序列
(4)生存分析
暂无内容
暂无内容
Copyright © 2019 西南交通大学. All Rights Reserved.蜀ICP备05026985号
犀浦校区地址:中国四川省成都市郫都区犀安路 999 号 邮编:611756
川公网安备51010602000061号
技术支持:信息化与网络管理处
登录
总访问量: 本月访问: 今日访问量: 最后更新时间:--