Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming. - Victoria C. P. Chen; David Ruppert; Christine A. Shoemaker (Oper. Res., 1999)

Measuring the Goodness of Orthogonal Array Discretizations for Stochastic Programming and Stochastic Dynamic Programming. - Victoria C. P. Chen (SIAM J. Optim., 2002)

Stochastic Dynamic Programming Formulation for a Wastewater Treatment Decision-Making Framework. - Julia C. C. Tsai; Victoria C. P. Chen; M. Bruce Beck; Jining Chen (Ann. Oper. Res., 2004)

A data-integrated nurse activity simulation model. - Durai Sundaramoorthi; Victoria C. P. Chen; Seoung Bum Kim; Jay M. Rosenberger; Deborah F. Buckley-Behan (WSC, 2006)

Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization. - Cristiano Cervellera; Victoria C. P. Chen; Aihong Wen (Eur. J. Oper. Res., 2006)

Neural network and regression spline value function approximations for stochastic dynamic programming. - Cristiano Cervellera; Aihong Wen; Victoria C. P. Chen (Comput. Oper. Res., 2007)

Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra. - Seoung Bum Kim; Victoria C. P. Chen; Youngja Park; Thomas R. Ziegler; Dean P. Jones (Stat. Anal. Data Min., 2008)

A Decision-Making Framework for Ozone Pollution Control. - Zehua Yang; Victoria C. P. Chen; Michael E. Chang; Melanie L. Sattler; Aihong Wen (Oper. Res., 2009)

Spatio-Temporal Data Mining for Air Pollution Problems. - Seoung Bum Kim; Chivalai Temiyasathit; Sun-Kyoung Park; Victoria C. P. Chen (Encyclopedia of Data Warehousing and Mining, 2009)

Special volume on Data Mining. - Victoria C. P. Chen (Ann. Oper. Res., 2010)

Nonparametric multivariate control charts based on a linkage ranking algorithm. - Helen Meyers Bush; Panitarn Chongfuangprinya; Victoria C. P. Chen; Thuntee Sukchotrat; Seoung Bum Kim (Qual. Reliab. Eng. Int., 2010)

Bootstrap-Based T2 Multivariate Control Charts. - Poovich Phaladiganon; Seoung Bum Kim; Victoria C. P. Chen; Jun-Geol Baek; Sun-Kyoung Park (Commun. Stat. Simul. Comput., 2011)

Data mining modeling on the environmental impact of airport deicing activities. - Huiyuan Fan; Prashant K. Tarun; Dachuan T. Shih; Seoung Bum Kim; Victoria C. P. Chen; Jay M. Rosenberger; Dan Bergman (Expert Syst. Appl., 2011)

A multivariate adaptive regression splines cutting plane approach for solving a two-stage stochastic programming fleet assignment model. - Venkata L. Pilla; Jay M. Rosenberger; Victoria C. P. Chen; Narakorn Engsuwan; Sheela Siddappa (Eur. J. Oper. Res., 2012)

Adaptive value function approximation for continuous-state stochastic dynamic programming. - Huiyuan Fan; Prashant K. Tarun; Victoria C. P. Chen (Comput. Oper. Res., 2013)

Principal component analysis-based control charts for multivariate nonnormal distributions. - Poovich Phaladiganon; Seoung Bum Kim; Victoria C. P. Chen; Wei Jiang (Expert Syst. Appl., 2013)

Novel hybrid market price forecasting method with data clustering techniques for EV charging station application. - Piampoom Sarikprueck; Wei-Jen Lee; Asama Kulvanitchaiyanunt; Victoria C. P. Chen; Jay M. Rosenberger (IAS, 2014)

Preface: Special volume on data mining and informatics. - Victoria C. P. Chen; Seoung Bum Kim; Theodore B. Trafalis (Ann. Oper. Res., 2014)

Efficient computer experiment-based optimization through variable selection. - Dachuan T. Shih; Seoung Bum Kim; Victoria C. P. Chen; Jay M. Rosenberger; Venkata L. Pilla (Ann. Oper. Res., 2014)

A Density-focused Support Vector Data Description Method. - Poovich Phaladiganon; Seoung Bum Kim; Victoria C. P. Chen (Qual. Reliab. Eng. Int., 2014)

A linear program for system level control of regional PHEV charging stations. - Asama Kulvanitchaiyanunt; Victoria C. P. Chen; Jay M. Rosenberger; Piampoom Sarikprueck; Wei-Jen Lee (IAS, 2015)

A convex version of multivariate adaptive regression splines. - Diana L. Martinez; Dachuan T. Shih; Victoria C. P. Chen; Seoung Bum Kim (Comput. Stat. Data Anal., 2015)

Data mining for state space orthogonalization in adaptive dynamic programming. - Bancha Ariyajunya; Ying Chen; Victoria C. P. Chen; Seoung Bum Kim (Expert Syst. Appl., 2017)

Global optimization of non-convex piecewise linear regression splines. - Nadia Martinez; Hadis Anahideh; Jay M. Rosenberger; Diana Martinez; Victoria C. P. Chen; Bo Ping Wang (J. Glob. Optim., 2017)

Preface: Data mining and analytics. - Victoria C. P. Chen; Seoung Bum Kim; Asil Oztekin; Durai Sundaramoorthi (Ann. Oper. Res., 2018)

Data-driven optimization for Dallas Fort Worth International Airport deicing activities. - Huiyuan Fan; Prashant K. Tarun; Victoria C. P. Chen; Dachuan T. Shih; Jay M. Rosenberger; Seoung Bum Kim; Robert A. Horton (Ann. Oper. Res., 2018)

Linear Programming for Multi-Agent Demand Response. - Alireza Fallahi; Jay M. Rosenberger; Victoria C. P. Chen; Wei-Jen Lee; Shouyi Wang (IEEE Access, 2019)

Efficient approximate dynamic programming based on design and analysis of computer experiments for infinite-horizon optimization. - Ying Chen; Feng Liu 011; Jay M. Rosenberger; Victoria C. P. Chen; Asama Kulvanitchaiyanunt; Yuan Zhou (Comput. Oper. Res., 2020)

Preface: Data mining and decision analytics. - Victoria C. P. Chen; Seoung Bum Kim; Asil Oztekin (Ann. Oper. Res., 2021)

Addressing state space multicollinearity in solving an ozone pollution dynamic control problem. - Bancha Ariyajunya; Ying Chen; Victoria C. P. Chen; Seoung Bum Kim; Jay M. Rosenberger (Eur. J. Oper. Res., 2021)

Fast knot optimization for multivariate adaptive regression splines using hill climbing methods. - Xinglong Ju; Victoria C. P. Chen; Jay M. Rosenberger; Feng Liu 011 (Expert Syst. Appl., 2021)

High-dimensional black-box optimization under uncertainty. - Hadis Anahideh; Jay M. Rosenberger; Victoria C. P. Chen (Comput. Oper. Res., 2022)

Global optimization on non-convex two-way interaction truncated linear multivariate adaptive regression splines using mixed integer quadratic programming. - Xinglong Ju; Jay M. Rosenberger; Victoria C. P. Chen; Feng Liu 011 (Inf. Sci., 2022)

A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport. - Hui-Chiao Jen; Brian L. Huff; Aera K. Leboulluec; Bahareh Nasirian; Seoung Bum Kim; Jay M. Rosenberger; Victoria C. P. Chen (Simul., 2022)

An Optimization Framework to Study the Balance Between Expected Fatalities Due to COVID-19 and the Reopening of U.S. Communities. - Victoria C. P. Chen; Yuan Zhou; Alireza Fallahi; Amith Viswanatha; Jingmei Yang; Feng Liu 011; Nilabh S. Ohol; Yasaman Ghasemi; Ashkan Aliabadi Farahani; Jay M. Rosenberger; Jeffrey B. Guild (IEEE Trans Autom. Sci. Eng., 2022)

Design of experiments for the stochastic unit commitment with economic dispatch models. - Nahal Sakhavand; Jay M. Rosenberger; Victoria C. P. Chen; Harsha Gangammanavar (EURO J. Comput. Optim., 2024)

A design and analysis of computer experiments based mixed integer linear programming approach for optimizing a system of electric vehicle charging stations. - Ukesh Chawal; Jay M. Rosenberger; Victoria C. P. Chen; Wei-Jen Lee; Mewan Wijemanne; Raghavendra Kumar Punugu; Asama Kulvanitchaiyanunt (Expert Syst. Appl., 2024)

Prediction of Vacuum Ultraviolet/Ultraviolet Gas-Phase Absorption Spectra Using Molecular Feature Representations and Machine Learning. - Linh Ho Manh; Victoria C. P. Chen; Jay M. Rosenberger; Shouyi Wang; Yujing Yang; Kevin A. Schug (J. Chem. Inf. Model., 2024)

Data science and decision analytics. - Victoria C. P. Chen; Seoung Bum Kim (Ann. Oper. Res., 2024)

A fully adaptive framework for continuous-state stochastic dynamic programming. - Huiyuan Fan; Prashant K. Tarun; Amith Viswanatha; Victoria C. P. Chen (Comput. Oper. Res., 2025)