Nicoleta Serban

20 papers Journal 19Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Learning Hidden Markov Models with Structured Transition Dynamics.
INFORMS J. Comput.
Simin Ma, Amin Dehghanian, Gian-Gabriel P. Garcia, Nicoleta Serban
2024 J jnl
Identifying Socially Optimal Equilibria Using Combinatorial Properties of Nash Equilibria in Bimatrix Games.
INFORMS J. Comput.
Amin Dehghanian, Yujia Xie, Nicoleta Serban
2024 J jnl
Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records.
CoRR
Junghwan Lee, Simin Ma, Nicoleta Serban, Shihao Yang
2023 — conf
Deep Attention Q-Network for Personalized Treatment Recommendation.
ICDM (Workshops)
Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang
2023 J jnl
Deep Attention Q-Network for Personalized Treatment Recommendation.
CoRR
Simin Ma, Junghwan Lee, Nicoleta Serban, Shihao Yang
2022 J jnl
Global sensitivity analysis via a statistical tolerance approach.
Eur. J. Oper. Res.
Stewart Curry, Ilbin Lee, Simin Ma, Nicoleta Serban
2022 J jnl
Parallel subgradient algorithm with block dual decomposition for large-scale optimization.
Eur. J. Oper. Res.
Yuchen Zheng, Yujia Xie, Ilbin Lee, Amin Dehghanian, Nicoleta Serban
2021 J jnl
Optimal ATM replenishment policies under demand uncertainty.
Oper. Res.
Yeliz Ekinci, Nicoleta Serban, Ekrem Duman
2019 J jnl
Solving Large Batches of Linear Programs.
INFORMS J. Comput.
Ilbin Lee, Stewart Curry, Nicoleta Serban
2018 J jnl
Regularized optimization with spatial coupling for robust decision making.
Eur. J. Oper. Res.
Yuchen Zheng, Ilbin Lee, Nicoleta Serban
2015 J jnl
Large-Vector Autoregression for Multilayer Spatially Correlated Time Series.
Technometrics
Rodrigue Ngueyep, Nicoleta Serban
2015 J jnl
Understanding variations in pediatric asthma care processes in the emergency department using visual analytics.
J. Am. Medical Informatics Assoc.
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
2014 J jnl
A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals.
Technometrics
Rensheng Zhou, Nicoleta Serban, Nagi Gebraeel, Hans-Georg Müller
2012 J jnl
Clustering Random Curves Under Spatial Interdependence With Application to Service Accessibility.
Technometrics
Huijing Jiang, Nicoleta Serban
2012 J jnl
Rejoinder.
Technometrics
Huijing Jiang, Nicoleta Serban
2011 J jnl
A computational theory of enterprise transformation.
Syst. Eng.
Zhongyuan Yu, William B. Rouse, Nicoleta Serban
2011 J jnl
Understanding change in complex socio-technical systems.
Inf. Knowl. Syst. Manag.
William B. Rouse, Nicoleta Serban
2010 J jnl
Noise reduction for enhanced component identification in multi-dimensional biomolecular NMR studies.
Comput. Stat. Data Anal.
Nicoleta Serban
2010 J jnl
Service operation classification for risk management.
IBM J. Res. Dev.
Farhad Shafti, Tim Bedford, Léa A. Deleris, Jonathan R. M. Hosking, Nicoleta Serban, Haipeng Shen, Lesley Walls
2007 J jnl
Discovery, visualization and performance analysis of enterprise workflow.
Comput. Stat. Data Anal.
Ping Zhang, Nicoleta Serban