State space modeling of autocorrelatedmultivariate poisson countsChen ZhangNan Chenet al.2017IISE Transactions
A Hierarchical Model for Lithium-Ion Battery Degradation PredictionXin XuZhiguo Liet al.2016IEEE Transactions on Reliability
OPRO: Precise emergency preparedness for electric utilitiesAmith SingheeZhiguo Liet al.2016IBM J. Res. Dev
Spatio-temporal forecasting of weather-driven damage in a distribution systemZhiguo LiAmith Singheeet al.2015PESGM 2015
Prediction of Railcar Remaining Useful Life by Multiple Data Source FusionZhiguo LiQing He2015IEEE T-ITS
Predicting failure times of railcar wheels and trucks by using wayside detector signalsZhiguo LiQing He2014IEEE ICMA 2014
A generalized procedure for monitoring right-censored failure time dataZhiguo LiZhenyu Kong2014Qual Reliab Eng Int
A unified framework for outlier detection in trace data analysisZhiguo LiRobert J. Basemanet al.2014IEEE Trans Semicond Manuf
Improving rail network velocity: A machine learning approach to predictive maintenanceHongfei LiDhaivat Parikhet al.2014Transp. Res. Part C Emerg. Technol.
A unified outlier detection method for trace data analysis in semiconductor manufacturingZhiguo LiRobert J. Basemanet al.2013IIE-AC 2013