Donald K. K. Lee

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 9

Top Topics

Normal Distribution

Machine Learning

Boolean Operations

Top Venues

Manuf. Serv. Oper. Manag.

Publications

Hao Ding, Sokol Tushe, Diwas Singh KC, Donald K. K. Lee
Frontiers in Operations: Valuing Nursing Productivity in Emergency Departments. Manuf. Serv. Oper. Manag. 26 (4) (2024)
Ragip Gurlek, Francis de Véricourt, Donald K. K. Lee
Boosted generalized normal distributions: Integrating machine learning with operations knowledge. CoRR (2024)
Arash Pakbin, Zhale Nowroozilarki, Donald K. K. Lee, Bobak J. Mortazavi
Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams. BSN (2023)
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
Theory and software for boosted nonparametric hazard estimation. SPACA (2021)
Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. BHI (2021)
Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee
BoXHED 2.0: Scalable boosting of functional data in survival analysis. CoRR (2021)
Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards. CoRR (2021)
Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. ICML (2020)
Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi, Hongyu Zhao, Donald K. K. Lee
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates. CoRR (2020)
Donald K. K. Lee, Stefanos A. Zenios
An Evidence-Based Incentive System for Medicare's End-Stage Renal Disease Program. Manag. Sci. 58 (6) (2012)
Donald K. K. Lee, Stefanos A. Zenios
Optimal Capacity Overbooking for the Regular Treatment of Chronic Conditions. Oper. Res. 57 (4) (2009)