基本信息
胡庆培  男  博导  中国科学院数学与系统科学研究院
电子邮件: qingpeihu@amss.ac.cn
通信地址: 北京市海淀区中关村东路55号思源楼518
邮政编码: 100190

研究领域

统计学,工业统计

教育背景


招生专业
071400-统计学

教育背景

2003-06--2007-07   新加坡国立大学   博士
1999-09--2003-03   北京航空航天大学   硕士
1995-09--1999-07   北京航空航天大学   学士

工作经历


出版信息

代表论文
  1.  Xu, J., Q. P. Hu, D. Yu and M. Xie (2017). "Reliability demonstration test for load-sharing systems with exponential and Weibull components." PLOS ONE 12(12) (In Press).

  2.  Sheng, Z.D., Q.P. Hu, J. Liu and D. Yu (2017). "Residual life prediction for complex systems with multi-phase degradation by ARMA-filtered hidden Markov model." Quality Technology & Quantitative Management: (In Press)

  3. Ye, Z.S., Q.P. Hu and D. Yu (2017), "Strategic Allocation of Test Units in an Accelerated Degradation Test Plan. ", Journal of Quality Technology (In Press)

  4. Wang, L.J., Hu, Q.P. and Liu, J. (2016). "Software reliability growth modeling and analysis with dual fault detection and correction processes." IIE Transactions 48(4): 359-370.

  5. Li, M.Y., Hu, Q.P. and Liu, J. (2014). "Proportional hazard modeling for hierarchical systems with multi-level information aggregation." IIE Transactions 46(2): 149-163.

  6. Zhang, M.M., Hu, Q.P., Xie, M.  and Yu, D.  (2014). "Lower confidence limit for reliability based on grouped data using a quantile-filling algorithm." Computational Statistics & Data Analysis 75: 96-111.

  7. Xiao, X., Hu, Q.P., Yu, D. and Xie, M.  (2014). "Study of an imputation algorithm for the analysis of interval-censored data." Journal of Statistical Computation and Simulation 84(3): 477-490.

  8. Hu, Q.P., Peng, R., Levitin, G., 2012 'Optimal Distribution of Software Testing Time Considering Multiple Releases', International Journal of Performability Engineering, 8(6), 705-707

  9. Hu, Q.P., Xie, M., Ng, S.H., & Levitin, G., (2007), ‘Robust recurrent neural network modeling for software fault detection and correction prediction’, Reliability Engineering and System Safety, 92(3), 332-340.

  10. Wu, Y.P., Hu Q.P., Xie, M., & Ng, S.H., (2007), ‘Modeling and Analysis of Software Fault Detection and Correction Process by Considering Time Dependency’, IEEE Transactions on Reliability, 56(4), 629-642

专著章节

  1. Hu, L.R., L.J. Li and Q.P. Hu (2017). Degradation Modeling, Analysis, and Applications on Lifetime Prediction. Statistical Modeling for Degradation Data. D.-G. Chen, Y. Lio, H. K. T. Ng and T.-R. Tsai. Singapore, Springer Singapore: 43-66.

  2. Hu, Q.P., Xie, M. and Ng, S.H.(2007), ‘Software Reliability Predictions using Artificial Neural Networks’, in Computational Intelligence in Reliability Engineering - New Metaheuristics, Neural and Fuzzy Techniques in Reliability, Ed. Levitin, G., Springer-Verlag, New York, USA

合作情况


指导学生

已指导学生

王鲁佳  02  19114  

现指导学生

梁睿  02  67766  

胡丽蓉  02  67766  

王成杰   02  67766