王洪

个人简介 王洪，男，博士，副教授，博士生导师。文学学士（英语专业，中南大学）、工学硕士（计算机应用技术，湖南大学）、理学博士（统计学，中南大学）、计算机科学与技术博士后（中南大学）、生物统计专业博士后（美国加州大学洛杉矶分校UCLA）。国家认证高级程序员（2003年）、系统分析师（2004年）。主要从事机器学习和大数据挖掘等方面的研究工作。在Statistics in Medicine、Artificial Intelligence in Medicine 、Knowledge-Based Systems、Reliability Engineering and System Safety等统计和机器学习期刊发表SCI论文30余篇，获软件著作权1项。主持和参加国家社科基金、国家自科基金项目4项，主持全国统计科研项目重点项目、教育部人文社科基金、湖南省社科基金、湖南省自科基金等省部级目6项，主持企业合作横向课题多项。 是30余种SCI杂志的审稿人，如Statistics in Medicine、Statistica Sinica、Computational Statistics and Data Analysis等知名统计期刊，Artificial Intelligence in Medicine、Computers in Biology and Medicine等知名医学信息学期刊，Neural Networks、Expert System with Applications、Information Sciences、Knowledge-Based Systems等知名机器学习期刊。 代表性论文(#表示共同作者，*表示通讯作者)： Zili Liu, Hong Wang*, Simultaneous variable selection and estimation for survival data via the Gaussian seamless-L0 penalty, Statistics in Medicine, 2024, 43(8):1509-1526  (SCI, JCR2区, IF=2) Badamasi Abba, Hong Wang*, Mustapha Muhammad & Hassan S. Bakouch  A robust bathtub-shaped failure time model for a two-component system with applications to complete and censored reliability data, Quality Technology & Quantitative Management, 2024, 21:3, 309-339 (SCI, JCR1区, IF=2.614 ) Xuewei Cheng, Hong Wang*, A Generic Model-Free Feature Screening Procedure  for Ultra-high Dimensional Data with Categorical Response, Computer Methods and Programs in Biomedicine,  2023, 229: 107269 (SCI, JCR1区, IF=7.027) Hong Wang,  Zhenyuan Shen, Zhelun Tan, Zhuan Zhang, Gang Li*, Fast Lasso-type Safe Screening for Fine-Gray Competing Risks Model with Ultrahigh Dimensional Covariates, Statistics in Medicine , 2022, 41(24): 4941-4960 (SCI, JCR1区, IF=2.497) Badamasi Abba, Hong Wang*, Hassan S. Bakouch, A Reliability and Survival Model for One and Two Failure Modes System with Applications to Complete and Censored Datasets，Reliability Engineering and System Safety，2022, 223: 108460（SCI，JCR1区，IF=6.188） Hong Wang, Ning Li, Shanpeng Li, and Gang Li*, JMcmprsk: An R Package for Joint Modelling of Longitudinal and Survival Data with Competing Risks, R Journal, 2021, 13(1): 53-68 (SCI, JCR1区，IF=3.984) Wang, Hong, and Gang Li*."Extreme Learning Machine Cox Model for High Dimensional Survival Analysis", Statistics in Medicine, 38.12, (2019): 2139-2156, (SCI, JCR1区, IF=1.932) Wang, Hong, and Lifeng Zhou*. "SurvELM: an R package for high dimensional survival analysis with extreme learning machine", Knowledge-Based Systems, 160 (2018):28-33. （SCI,JCR1区, IF=4.396) Zhou, Lifeng, Hong Wang*, and Qingsong Xu. "Survival forest with partial least squares for high dimensional censored data." Chemometrics and Intelligent Laboratory Systems 175 (2018), 12-21.（SCI,JCR1区, IF=2.701) Wang, Hong, and Lifeng Zhou*. "Random survival forest with space extensions for censored data." Artificial Intelligence in Medicine 79 (2017): 52-61.（SCI,JCR1区, IF=2.879) 课题组主页：https://whcsu.github.io/ 研究方向 [1]  分布式学习 [2]  生物医学统计 [3]  大数据分析 [4]  金融统计 [5]  高维数据分析