Xiaolei Xie

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 33

Top Topics

Vehicle Routing

Capacity Planning

Stochastic Optimization

Top Venues

IEEE Trans Autom. Sci. Eng.

Int. J. Prod. Res.

J. Biomed. Informatics

Publications

Kaidi Gong, Yajun Xue, Lingyun Kong, Xiaolei Xie
Cost prediction for ischemic heart disease hospitalization: Interpretable feature extraction using network analysis. J. Biomed. Informatics 154 (2024)
Xiaolei Xie, Xu Dai, Zhi Pei
Empowering the Capillary of the Urban Daily Commute: Battery Deployment Analysis for the Locker-Based E-bike Battery Swapping. Transp. Sci. 58 (1) (2024)
Ridong Wang, Karmel S. Shehadeh, Xiaolei Xie, Lefei Li
Data-driven integrated home service staffing and capacity planning: Stochastic optimization approaches. Comput. Oper. Res. 159 (2023)
Enqi Fu, Huimin Tang, Xiaolei Xie, Lin Kang
Identify and Characterize Fall-Risk in Older Adults: A Data-Driven Approach. SMC (2023)
Xiaolei Xie, Zhenghao Fan, Xiang Zhong
Appointment Capacity Planning With Overbooking for Outpatient Clinics With Patient No-Shows. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Ran Liu, Weiliang Liu, Yuxin Liu, Ershun Pan, Xiaolei Xie
Modeling and Optimization for Emergency Medical Services Network. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Zhenghao Fan, Xiaolei Xie
A distributionally robust optimisation for COVID-19 testing facility territory design and capacity planning. Int. J. Prod. Res. 60 (13) (2022)
Ran Liu, Xiaoyu Fan, Zerui Wu, Bowen Pang, Xiaolei Xie
The Physician Scheduling of Fever Clinic in the COVID-19 Pandemic. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Jingshan Li, Chao-Bo Yan, Hyun-Jung Kim, Xiaolei Xie, Hyo-Kyung Lee
Special Issue on Analysis, Design, and Optimization in Smart and Connected Production and Service Systems. Int. J. Prod. Res. 60 (13) (2022)
Kaiye Yu, Zhongliang Yang, Chuhan Wu, Yongfeng Huang, Xiaolei Xie
In-hospital resource utilization prediction from electronic medical records with deep learning. Knowl. Based Syst. 223 (2021)
Lei Li, Xiaolei Xie, Jun Yang
A predictive model incorporating the change detection and Winsorization methods for alerting hypoglycemia and hyperglycemia. Medical Biol. Eng. Comput. 59 (11) (2021)
Kaidi Gong, Hyo-Kyung Lee, Kaiye Yu, Xiaolei Xie, Jingshan Li
A prediction and interpretation framework of acute kidney injury in critical care. J. Biomed. Informatics 113 (2021)
Kaiye Yu, Xiaolei Xie
Predicting Hospital Readmission: A Joint Ensemble-Learning Model. IEEE J. Biomed. Health Informatics 24 (2) (2020)
Nan Chen, Xiaolei Xie, Zexian Zeng, Xiang Zhong, Maria Brenny-Fitzpatrick, Barbara A. Liegel, Li Zheng, Jingshan Li
Improving Discharge Process at the University of Wisconsin Hospital: A System-Theoretic Method. IEEE Trans Autom. Sci. Eng. 16 (4) (2019)
Bowen Pang, Xiaolei Xie, Bernd Heidergott, Yijie Peng
optimizing outpatient Department Staffing Level using Multi-Fidelity Models. CASE (2019)
Jun Yang, Lei Li, Yimeng Shi, Xiaolei Xie
An ARIMA Model With Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia. IEEE J. Biomed. Health Informatics 23 (3) (2019)
Xuanjing Li, Dacheng Liu, Na Geng, Xiaolei Xie
Optimal ICU Admission Control With Premature Discharge. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Bowen Pang, Xiaolei Xie, Yongjia Song, Li Luo
Surgery Scheduling Under Case Cancellation and Surgery Duration Uncertainty. IEEE Trans Autom. Sci. Eng. 16 (1) (2019)
Ran Liu, Yangyi Tao, Xiaolei Xie
An adaptive large neighborhood search heuristic for the vehicle routing problem with time windows and synchronized visits. Comput. Oper. Res. 101 (2019)
Nan Chen, Xiaolei Xie, Philip A. Bain, Marlon P. Mundt, Li Zheng, Jingshan Li
An Analytical Framework for Modeling, Analysis, and Improvement of Team Communication and Collaboration Process in Primary Care Clinics. IEEE Trans Autom. Sci. Eng. 16 (3) (2019)
Zhenghao Fan, Xiaolei Xie, Reynerio A. Sanchez, Xiang Zhong
Overbooking for Specialty Clinics with Patient No-Shows: A Queueing Approach. CASE (2018)
Xiaolei Xie, Yongliang Wei, Yu Zhang
Comparison of Retrieval Methods of Arctic Polynya Area. IGARSS (2018)
Liwen Cui, Xiaolei Xie, Zuo-Jun Max Shen
Prediction task guided representation learning of medical codes in EHR. J. Biomed. Informatics 84 (2018)
Xiaolei Xie, Jie Xing, Nan Kong, Chong Li, Jinlin Li, Shutian Zhang
Improving Colorectal Polyp Classification Based on Physical Examination Data - An Ensemble Learning Approach. IEEE Robotics Autom. Lett. 3 (1) (2018)
Nan Chen, Mengxin Wang, Xiaolei Xie, Li Zheng, Colleen H. Swartz
Modeling and Analysis of the Waiting Time of Rapid Response Process in Acute Care. IEEE Robotics Autom. Lett. 3 (1) (2018)
Luo He, Xiaolei Xie, Hongyan Liu, Bo Li
How Out-of-Pocket Ratio Influences Readmission: An Analysis Based on Front Sheet of Inpatient Medical Record. ICSH (2017)
Chong Li, Xiaolei Xie, Jinlin Li, Nan Kong
Improving colorectal polyp classification based on physical examination data - A ensemble learning approach. CASE (2017)
Yujuan Feng, Xu Min, Ning Chen, Hu Chen, Xiaolei Xie, Haibo Wang, Ting Chen
Patient outcome prediction via convolutional neural networks based on multi-granularity medical concept embedding. BIBM (2017)
Ran Liu, Yangyi Tao, Qiaoyu Hu, Xiaolei Xie
Simulation-based optimisation approach for the stochastic two-echelon logistics problem. Int. J. Prod. Res. 55 (1) (2017)
Wen Su, Xiaolei Xie, Jingshan Li, Li Zheng, Shaw C. Feng
Reducing energy consumption in serial production lines with Bernoulli reliability machines. Int. J. Prod. Res. 55 (24) (2017)
Yadong Liu, Xiaolei Xie, Yue Hu, Yong Qian, Gehao Sheng, Xiuchen Jiang
A Novel Transient Fault Current Sensor Based on the PCB Rogowski Coil for Overhead Transmission Lines. Sensors 16 (5) (2016)
Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Yue Dong, Paul DePriest
Modeling and Analysis of Ward Patient Rescue Process on the Hospital Floor. IEEE Trans Autom. Sci. Eng. 13 (2) (2016)
Wen Su, Xiaolei Xie, Jingshan Li, Li Zheng
An energy and productivity optimization model in Bernoulli serial lines. CASE (2016)
Xiaolei Xie, Zexian Zeng, Jingshan Li, Colleen H. Swartz, Paul DePriest
Analysis of multi-patient rapid response processes: An iterative approach. CASE (2015)
Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest
Improving Response-Time Performance in Acute Care Delivery: A Systems Approach. IEEE Trans Autom. Sci. Eng. 11 (4) (2014)
Zexian Zeng, Xiaolei Xie, Jingshan Li, Heidi Menaker, Susan G. Sanford-Ring
An analytical model for performance evaluation of operating room schedules in orthopedic surgery. CASE (2014)
Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Yue Dong
Modeling and analysis of hospital inpatient rescue process: A Markov chain approach. CASE (2013)
Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest
Modeling and Analysis of Rapid Response Process to Improve Patient Safety in Acute Care. IEEE Trans Autom. Sci. Eng. 9 (2) (2012)
Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest
Improving rapid response operations in acute care delivery - part II: Continuous improvement and case study. CASE (2012)
Xiaolei Xie, Jingshan Li, Colleen H. Swartz, Paul DePriest
Improving rapid response operations in acute care delivery - part I: System modeling and performance evaluation. CASE (2012)