Victoria C. P. Chen

According to our database, Victoria C. P. Chen authored at least 39 papers between 1999 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Data science and decision analytics.

Victoria C. P. Chen, Seoung Bum Kim

Ann. Oper. Res., October, 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

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

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

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, Nilabh S. Ohol, Yasaman Ghasemi, Ashkan Aliabadi Farahani, Jay M. Rosenberger, Jeffrey B. Guild

IEEE Trans Autom. Sci. Eng., 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

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

Inf. Sci., 2022

High-dimensional black-box optimization under uncertainty.

Hadis Anahideh, Jay M. Rosenberger, Victoria C. P. Chen

Comput. Oper. Res., 2022

2021

Fast knot optimization for multivariate adaptive regression splines using hill climbing methods.

Xinglong Ju, Victoria C. P. Chen, Jay M. Rosenberger, Feng Liu

Expert Syst. Appl., 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

Preface: Data mining and decision analytics.

Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin

Ann. Oper. Res., 2021

2020

Efficient approximate dynamic programming based on design and analysis of computer experiments for infinite-horizon optimization.

Ying Chen, Feng Liu, Jay M. Rosenberger, Victoria C. P. Chen, Asama Kulvanitchaiyanunt, Yuan Zhou

Comput. Oper. Res., 2020

2019

Linear Programming for Multi-Agent Demand Response.

Alireza Fallahi, Jay M. Rosenberger, Victoria C. P. Chen, Wei-Jen Lee, Shouyi Wang

IEEE Access, 2019

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

Preface: Data mining and analytics.

Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin, Durai Sundaramoorthi

Ann. Oper. Res., 2018

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

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

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

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

Proceedings of the 2015 IEEE Industry Applications Society Annual Meeting, 2015

2014

A Density-focused Support Vector Data Description Method.

Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen

Qual. Reliab. Eng. Int., 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

Preface: Special volume on data mining and informatics.

Victoria C. P. Chen, Seoung Bum Kim, Theodore B. Trafalis

Ann. Oper. Res., 2014

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

Proceedings of the 2014 IEEE Industry Application Society Annual Meeting, 2014

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

Adaptive value function approximation for continuous-state stochastic dynamic programming.

Huiyuan Fan, Prashant K. Tarun, Victoria C. P. Chen

Comput. Oper. Res., 2013

2012

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

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

Bootstrap-Based <i>T</i>² Multivariate Control Charts.

Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park

Commun. Stat. Simul. Comput., 2011

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

Special volume on <i>Data Mining</i>.

Victoria C. P. Chen

Ann. Oper. Res., 2010

2009

Spatio-Temporal Data Mining for Air Pollution Problems.

Seoung Bum Kim, Chivalai Temiyasathit, Sun-Kyoung Park, Victoria C. P. Chen

Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

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

2008

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

2007

Neural network and regression spline value function approximations for stochastic dynamic programming.

Cristiano Cervellera, Aihong Wen, Victoria C. P. Chen

Comput. Oper. Res., 2007

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

A data-integrated nurse activity simulation model.

Durai Sundaramoorthi, Victoria C. P. Chen, Seoung Bum Kim, Jay M. Rosenberger, Deborah F. Buckley-Behan

Proceedings of the Winter Simulation Conference WSC 2006, 2006

2004

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

2002

Measuring the Goodness of Orthogonal Array Discretizations for Stochastic Programming and Stochastic Dynamic Programming.

Victoria C. P. Chen

SIAM J. Optim., 2002

1999

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