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2020 – today
- 2024
[j35]Victoria C. P. Chen, Seoung Bum Kim:
Data science and decision analytics. Ann. Oper. Res. 341(1): 1-3 (2024)- [j34]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: 100089 (2024) - [j33]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: 123064 (2024) - [j32]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): 5547-5556 (2024) - 2022
- [j31]Hadis Anahideh, Jay M. Rosenberger, Victoria C. P. Chen:
High-dimensional black-box optimization under uncertainty. Comput. Oper. Res. 137: 105444 (2022) - [j30]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: 38-52 (2022) - [j29]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): 1097-1114 (2022) - [j28]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): 586-602 (2022) - 2021
- [j27]Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin:
Preface: Data mining and decision analytics. Ann. Oper. Res. 303(1): 1-3 (2021) - [j26]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): 683-695 (2021) - [j25]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: 114565 (2021) - 2020
- [j24]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: 105032 (2020)
2010 – 2019
- 2019
- [j23]Alireza Fallahi, Jay M. Rosenberger, Victoria C. P. Chen, Wei-Jen Lee, Shouyi Wang:
Linear Programming for Multi-Agent Demand Response. IEEE Access 7: 181479-181490 (2019) - 2018
- [j22]Victoria C. P. Chen, Seoung Bum Kim, Asil Oztekin, Durai Sundaramoorthi:
Preface: Data mining and analytics. Ann. Oper. Res. 263(1-2): 1-3 (2018) - [j21]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): 361-384 (2018) - 2017
- [j20]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: 49-58 (2017) - [j19]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): 563-586 (2017) - 2015
- [j18]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: 89-106 (2015) - [c3]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: 1-8 - 2014
- [j17]Victoria C. P. Chen, Seoung Bum Kim, Theodore B. Trafalis:
Preface: Special volume on data mining and informatics. Ann. Oper. Res. 216(1): 1-2 (2014) - [j16]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): 287-305 (2014) - [j15]Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen:
A Density-focused Support Vector Data Description Method. Qual. Reliab. Eng. Int. 30(6): 879-890 (2014) - [c2]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: 1-9 - 2013
- [j14]Huiyuan Fan, Prashant K. Tarun, Victoria C. P. Chen:
Adaptive value function approximation for continuous-state stochastic dynamic programming. Comput. Oper. Res. 40(4): 1076-1084 (2013) - [j13]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): 3044-3054 (2013) - 2012
- [j12]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): 162-171 (2012) - 2011
- [j11]Poovich Phaladiganon, Seoung Bum Kim, Victoria C. P. Chen, Jun-Geol Baek, Sun-Kyoung Park:
Bootstrap-Based T2 Multivariate Control Charts. Commun. Stat. Simul. Comput. 40(5): 645-662 (2011) - [j10]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): 14899-14906 (2011) - 2010
- [j9]Victoria C. P. Chen:
Special volume on Data Mining. Ann. Oper. Res. 174(1): 1-2 (2010) - [j8]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): 663-675 (2010)
2000 – 2009
- 2009
- [j7]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): 484-498 (2009) - [r1]Seoung Bum Kim, Chivalai Temiyasathit, Sun-Kyoung Park, Victoria C. P. Chen:
Spatio-Temporal Data Mining for Air Pollution Problems. Encyclopedia of Data Warehousing and Mining 2009: 1815-1822 - 2008
- [j6]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): 57-66 (2008) - 2007
- [j5]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): 70-90 (2007) - 2006
- [j4]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): 1139-1151 (2006) - [c1]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: 960-966 - 2004
- [j3]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): 207-221 (2004) - 2002
- [j2]Victoria C. P. Chen:
Measuring the Goodness of Orthogonal Array Discretizations for Stochastic Programming and Stochastic Dynamic Programming. SIAM J. Optim. 12(2): 322-344 (2002)
1990 – 1999
- 1999
- [j1]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): 38-53 (1999)
Coauthor Index
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