Discovery, visualization and performance analysis of enterprise workflow. - Ping Zhang; Nicoleta Serban (Comput. Stat. Data Anal., 2007)

Noise reduction for enhanced component identification in multi-dimensional biomolecular NMR studies. - Nicoleta Serban (Comput. Stat. Data Anal., 2010)

Service operation classification for risk management. - Farhad Shafti; Tim Bedford; Léa A. Deleris; Jonathan R. M. Hosking; Nicoleta Serban; Haipeng Shen; Lesley Walls (IBM J. Res. Dev., 2010)

Understanding change in complex socio-technical systems. - William B. Rouse; Nicoleta Serban (Inf. Knowl. Syst. Manag., 2011)

A computational theory of enterprise transformation. - Zhongyuan Yu; William B. Rouse; Nicoleta Serban (Syst. Eng., 2011)

Clustering Random Curves Under Spatial Interdependence With Application to Service Accessibility. - Huijing Jiang; Nicoleta Serban (Technometrics, 2012)

Rejoinder. - Huijing Jiang; Nicoleta Serban (Technometrics, 2012)

A Functional Time Warping Approach to Modeling and Monitoring Truncated Degradation Signals. - Rensheng Zhou; Nicoleta Serban; Nagi Gebraeel; Hans-Georg Müller (Technometrics, 2014)

Understanding variations in pediatric asthma care processes in the emergency department using visual analytics. - 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; et al. (J. Am. Medical Informatics Assoc., 2015)

Large-Vector Autoregression for Multilayer Spatially Correlated Time Series. - Rodrigue Ngueyep; Nicoleta Serban (Technometrics, 2015)

Regularized optimization with spatial coupling for robust decision making. - Yuchen Zheng; Ilbin Lee; Nicoleta Serban (Eur. J. Oper. Res., 2018)

Solving Large Batches of Linear Programs. - Ilbin Lee; Stewart Curry; Nicoleta Serban (INFORMS J. Comput., 2019)

Optimal ATM replenishment policies under demand uncertainty. - Yeliz Ekinci; Nicoleta Serban; Ekrem Duman (Oper. Res., 2021)

Global sensitivity analysis via a statistical tolerance approach. - Stewart Curry; Ilbin Lee; Simin Ma; Nicoleta Serban (Eur. J. Oper. Res., 2022)

Parallel subgradient algorithm with block dual decomposition for large-scale optimization. - Yuchen Zheng; Yujia Xie; Ilbin Lee; Amin Dehghanian; Nicoleta Serban (Eur. J. Oper. Res., 2022)

Deep Attention Q-Network for Personalized Treatment Recommendation. - Simin Ma; Junghwan Lee; Nicoleta Serban; Shihao Yang 002 (ICDM (Workshops), 2023)

Inverse Probability of Treatment Weighting with Deep Sequence Models Enables Accurate treatment effect Estimation from Electronic Health Records. - Junghwan Lee; Simin Ma; Nicoleta Serban; Shihao Yang 002 (CoRR, 2024)

Identifying Socially Optimal Equilibria Using Combinatorial Properties of Nash Equilibria in Bimatrix Games. - Amin Dehghanian; Yujia Xie; Nicoleta Serban (INFORMS J. Comput., 2024)

Learning Hidden Markov Models with Structured Transition Dynamics. - Simin Ma; Amin Dehghanian; Gian-Gabriel P. Garcia; Nicoleta Serban (INFORMS J. Comput., 2025)