Nicoleta Serban

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 8

Top Topics

Spatially Correlated

Top Venues

Eur. J. Oper. Res.

J. Am. Medical Informatics Assoc.

Publications

Junghwan Lee, Simin Ma, Nicoleta Serban, Shihao Yang
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records. CoRR (2024)
Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang
Deep Attention Q-Network for Personalized Treatment Recommendation. ICDM (Workshops) (2023)
Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang
Deep Attention Q-Network for Personalized Treatment Recommendation. CoRR (2023)
Yuchen Zheng, Yujia Xie, Ilbin Lee, Amin Dehghanian, Nicoleta Serban
Parallel subgradient algorithm with block dual decomposition for large-scale optimization. Eur. J. Oper. Res. 299 (1) (2022)
Stewart Curry, Ilbin Lee, Simin Ma, Nicoleta Serban
Global sensitivity analysis via a statistical tolerance approach. Eur. J. Oper. Res. 296 (1) (2022)
Yeliz Ekinci, Nicoleta Serban, Ekrem Duman
Optimal ATM replenishment policies under demand uncertainty. Oper. Res. 21 (2) (2021)
Ilbin Lee, Stewart Curry, Nicoleta Serban
Solving Large Batches of Linear Programs. INFORMS J. Comput. 31 (2) (2019)
Yuchen Zheng, Ilbin Lee, Nicoleta Serban
Regularized optimization with spatial coupling for robust decision making. Eur. J. Oper. Res. 270 (3) (2018)
Rodrigue Ngueyep, Nicoleta Serban
Large-Vector Autoregression for Multilayer Spatially Correlated Time Series. Technometrics 57 (2) (2015)
Rahul C. Basole, Mark L. Braunstein, Vikas Kumar, Hyunwoo Park, Minsuk Kahng, Duen Horng (Polo) Chau, Acar Tamersoy, Daniel A. Hirsh, Nicoleta Serban, James Bost, Burton Lesnick, Beth L. Schissel, Michael Thompson
Understanding variations in pediatric asthma care processes in the emergency department using visual analytics. J. Am. Medical Informatics Assoc. 22 (2) (2015)
Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel, Hans-Georg Müller
A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals. Technometrics 56 (1) (2014)
Huijing Jiang, Nicoleta Serban
Clustering Random Curves Under Spatial Interdependence With Application to Service Accessibility. Technometrics 54 (2) (2012)
Huijing Jiang, Nicoleta Serban
Rejoinder. Technometrics 54 (2) (2012)
Zhongyuan Yu, William B. Rouse, Nicoleta Serban
A computational theory of enterprise transformation. Syst. Eng. 14 (4) (2011)
William B. Rouse, Nicoleta Serban
Understanding change in complex socio-technical systems. Inf. Knowl. Syst. Manag. 10 (1-4) (2011)
Nicoleta Serban
Noise reduction for enhanced component identification in multi-dimensional biomolecular NMR studies. Comput. Stat. Data Anal. 54 (4) (2010)
Farhad Shafti, Tim Bedford, Léa A. Deleris, Jonathan R. M. Hosking, Nicoleta Serban, Haipeng Shen, Lesley Walls
Service operation classification for risk management. IBM J. Res. Dev. 54 (3) (2010)
Ping Zhang, Nicoleta Serban
Discovery, visualization and performance analysis of enterprise workflow. Comput. Stat. Data Anal. 51 (5) (2007)