Victoria C. P. Chen

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 16

Top Topics

Global Optimization

Top Venues

Ann. Oper. Res.

Expert Syst. Appl.

Comput. Oper. Res.

Publications

Linh Ho Manh, Victoria C. P. Chen, Jay M. Rosenberger, Shouyi Wang, Yujing Yang, Kevin A. Schug
Prediction of Vacuum Ultraviolet/Ultraviolet Gas-Phase Absorption Spectra Using Molecular Feature Representations and Machine Learning. J. Chem. Inf. Model. 64 (14) (2024)
Nahal Sakhavand, Jay M. Rosenberger, Victoria C. P. Chen, Harsha Gangammanavar
Design of experiments for the stochastic unit commitment with economic dispatch models. EURO J. Comput. Optim. 12 (2024)
Ukesh Chawal, Jay M. Rosenberger, Victoria C. P. Chen, Wei-Jen Lee, Mewan Wijemanne, Raghavendra Kumar Punugu, Asama Kulvanitchaiyanunt
A design and analysis of computer experiments based mixed integer linear programming approach for optimizing a system of electric vehicle charging stations. Expert Syst. Appl. 245 (2024)
Xinglong Ju, Jay M. Rosenberger, Victoria C. P. Chen, Feng Liu
Global optimization on non-convex two-way interaction truncated linear multivariate adaptive regression splines using mixed integer quadratic programming. Inf. Sci. 597 (2022)
Victoria C. P. Chen, Yuan Zhou, Alireza Fallahi, Amith Viswanatha, Jingmei Yang, Feng Liu, Nilabh S. Ohol, Yasaman Ghasemi, Ashkan Aliabadi Farahani, Jay M. Rosenberger, Jeffrey B. Guild
An Optimization Framework to Study the Balance Between Expected Fatalities Due to COVID-19 and the Reopening of U.S. Communities. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Hadis Anahideh, Jay M. Rosenberger, Victoria C. P. Chen
High-dimensional black-box optimization under uncertainty. Comput. Oper. Res. 137 (2022)
Hui-Chiao Jen, Brian L. Huff, Aera K. Leboulluec, Bahareh Nasirian, Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen
A discrete-event simulation tool for airport deicing activities: Dallas-Fort Worth International Airport. Simul. 98 (12) (2022)
Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger
Addressing state space multicollinearity in solving an ozone pollution dynamic control problem. Eur. J. Oper. Res. 289 (2) (2021)
Xinglong Ju, Victoria C. P. Chen, Jay M. Rosenberger, Feng Liu
Fast knot optimization for multivariate adaptive regression splines using hill climbing methods. Expert Syst. Appl. 171 (2021)
Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin
Preface: Data mining and decision analytics. Ann. Oper. Res. 303 (1) (2021)
Ying Chen, Feng Liu, Jay M. Rosenberger, Victoria C. P. Chen, Asama Kulvanitchaiyanunt, Yuan Zhou
Efficient approximate dynamic programming based on design and analysis of computer experiments for infinite-horizon optimization. Comput. Oper. Res. 124 (2020)
Alireza Fallahi, Jay M. Rosenberger, Victoria C. P. Chen, Wei-Jen Lee, Shouyi Wang
Linear Programming for Multi-Agent Demand Response. IEEE Access 7 (2019)
Huiyuan Fan, Prashant K. Tarun, Victoria C. P. Chen, Dachuan T. Shih, Jay M. Rosenberger, Seoung Bum Kim, Robert A. Horton
Data-driven optimization for Dallas Fort Worth International Airport deicing activities. Ann. Oper. Res. 263 (1-2) (2018)
Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin, Durai Sundaramoorthi
Preface: Data mining and analytics. Ann. Oper. Res. 263 (1-2) (2018)
Nadia Martinez, Hadis Anahideh, Jay M. Rosenberger, Diana Martinez, Victoria C. P. Chen, Bo Ping Wang
Global optimization of non-convex piecewise linear regression splines. J. Glob. Optim. 68 (3) (2017)
Bancha Ariyajunya, Ying Chen, Victoria C. P. Chen, Seoung Bum Kim
Data mining for state space orthogonalization in adaptive dynamic programming. Expert Syst. Appl. 76 (2017)
Asama Kulvanitchaiyanunt, Victoria C. P. Chen, Jay M. Rosenberger, Piampoom Sarikprueck, Wei-Jen Lee
A linear program for system level control of regional PHEV charging stations. IAS (2015)
Diana L. Martinez, Dachuan T. Shih, Victoria C. P. Chen, Seoung Bum Kim
A convex version of multivariate adaptive regression splines. Comput. Stat. Data Anal. 81 (2015)
Dachuan T. Shih, Seoung Bum Kim, Victoria C. P. Chen, Jay M. Rosenberger, Venkata L. Pilla
Efficient computer experiment-based optimization through variable selection. Ann. Oper. Res. 216 (1) (2014)
Piampoom Sarikprueck, Wei-Jen Lee, Asama Kulvanitchaiyanunt, Victoria C. P. Chen, Jay M. Rosenberger
Novel hybrid market price forecasting method with data clustering techniques for EV charging station application. IAS (2014)
Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen
A Density-focused Support Vector Data Description Method. Qual. Reliab. Eng. Int. 30 (6) (2014)
Victoria C. P. Chen, Seoung Bum Kim, Theodore B. Trafalis
Preface: Special volume on data mining and informatics. Ann. Oper. Res. 216 (1) (2014)
Huiyuan Fan, Prashant K. Tarun, Victoria C. P. Chen
Adaptive value function approximation for continuous-state stochastic dynamic programming. Comput. Oper. Res. 40 (4) (2013)
Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Wei Jiang
Principal component analysis-based control charts for multivariate nonnormal distributions. Expert Syst. Appl. 40 (8) (2013)
Venkata L. Pilla, Jay M. Rosenberger, Victoria C. P. Chen, Narakorn Engsuwan, Sheela Siddappa
A multivariate adaptive regression splines cutting plane approach for solving a two-stage stochastic programming fleet assignment model. Eur. J. Oper. Res. 216 (1) (2012)
Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park
Multivariate Control Charts. Commun. Stat. Simul. Comput. 40 (5) (2011)
Huiyuan Fan, Prashant K. Tarun, Dachuan T. Shih, Seoung Bum Kim, Victoria C. P. Chen, Jay M. Rosenberger, Dan Bergman
Data mining modeling on the environmental impact of airport deicing activities. Expert Syst. Appl. 38 (12) (2011)
Victoria C. P. Chen
. Ann. Oper. Res. 174 (1) (2010)
Helen Meyers Bush, Panitarn Chongfuangprinya, Victoria C. P. Chen, Thuntee Sukchotrat, Seoung Bum Kim
Nonparametric multivariate control charts based on a linkage ranking algorithm. Qual. Reliab. Eng. Int. 26 (7) (2010)
Zehua Yang, Victoria C. P. Chen, Michael E. Chang, Melanie L. Sattler, Aihong Wen
A Decision-Making Framework for Ozone Pollution Control. Oper. Res. 57 (2) (2009)
Seoung Bum Kim, Victoria C. P. Chen, Youngja Park, Thomas R. Ziegler, Dean P. Jones
Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra. Stat. Anal. Data Min. 1 (2) (2008)
Cristiano Cervellera, Aihong Wen, Victoria C. P. Chen
Neural network and regression spline value function approximations for stochastic dynamic programming. Comput. Oper. Res. 34 (1) (2007)
Durai Sundaramoorthi, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger, Deborah F. Buckley-Behan
A data-integrated nurse activity simulation model. WSC (2006)
Cristiano Cervellera, Victoria C. P. Chen, Aihong Wen
Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization. Eur. J. Oper. Res. 171 (3) (2006)
Julia C. C. Tsai, Victoria C. P. Chen, M. Bruce Beck, Jining Chen
Stochastic Dynamic Programming Formulation for a Wastewater Treatment Decision-Making Framework. Ann. Oper. Res. 132 (1-4) (2004)
Victoria C. P. Chen
Measuring the Goodness of Orthogonal Array Discretizations for Stochastic Programming and Stochastic Dynamic Programming. SIAM J. Optim. 12 (2) (2002)
Victoria C. P. Chen, David Ruppert, Christine A. Shoemaker
Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming. Oper. Res. 47 (1) (1999)