Donald K. K. Lee

13 papers A* 1C 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
BoXHED2.0: Scalable Boosting of Dynamic Survival Analysis.
J. Stat. Softw.
Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee
2024 J jnl
Boosted generalized normal distributions: Integrating machine learning with operations knowledge.
CoRR
Ragip Gurlek, Francis de Véricourt, Donald K. K. Lee
2024 J jnl
Frontiers in Operations: Valuing Nursing Productivity in Emergency Departments.
Manuf. Serv. Oper. Manag.
Hao Ding, Sokol Tushe, Diwas Singh KC, Donald K. K. Lee
2024 J jnl
Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED.
CoRR
Arash Pakbin, Aaron Su, Donald K. K. Lee, Bobak J. Mortazavi
2023 C conf
Predicting Real-time, Recurrent Adverse Invasive Ventilation from Clinical Data Streams.
BSN
Arash Pakbin, Zhale Nowroozilarki, Donald K. K. Lee, Bobak J. Mortazavi
2021 J jnl
BoXHED 2.0: Scalable boosting of functional data in survival analysis.
CoRR
Arash Pakbin, Xiaochen Wang, Bobak J. Mortazavi, Donald K. K. Lee
2021 — conf
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards.
BHI
Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi
2021 J jnl
Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards.
CoRR
Zhale Nowroozilarki, Arash Pakbin, James Royalty, Donald K. K. Lee, Bobak J. Mortazavi
2021 — conf
Theory and software for boosted nonparametric hazard estimation.
SPACA
Donald K. K. Lee, Ningyuan Chen, Hemant Ishwaran, Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao
2020 A* conf
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates.
ICML
Xiaochen Wang, Arash Pakbin, Bobak Mortazavi, Hongyu Zhao, Donald K. K. Lee
2020 J jnl
BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates.
CoRR
Xiaochen Wang, Arash Pakbin, Bobak J. Mortazavi, Hongyu Zhao, Donald K. K. Lee
2012 J jnl
An Evidence-Based Incentive System for Medicare's End-Stage Renal Disease Program.
Manag. Sci.
Donald K. K. Lee, Stefanos A. Zenios
2009 J jnl
Optimal Capacity Overbooking for the Regular Treatment of Chronic Conditions.
Oper. Res.
Donald K. K. Lee, Stefanos A. Zenios