Victoria C. P. Chen

发表

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

Cristiano Cervellera, Aihong Wen, Victoria C. P. Chen, 2007, Comput. Oper. Res..

Flexible and Robust Implementations of Multivariate Adaptive Regression Splines Within a Wastewater Treatment Stochastic Dynamic Program

Victoria C. P. Chen, Julia C. C. Tsai, V. Chen, 2005 .

Controlling the False Discovery Rate for Feature Selection in High-resolution NMR Spectra

Seoung Bum Kim, Youngja Park, Victoria C. P. Chen, 2008 .

Handling time-varying confounding in state transition models for dynamic optimization of adaptive interdisciplinary pain management

Jay M. Rosenberger, Li Zeng, Victoria C. P. Chen, 2018 .

A Sequential Exploratory Experimental Design Method: Development of Appropriate Empirical Models in Design

Farrokh Mistree, Janet K. Allen, Kwok-Leung Tsui, 2004, DAC 2004.

Comparison of experimental designs in continuous-state stochastic dynamic programming

Cristiano Cervellera, Aihong Wen, Victoria C. P. Chen, 2005 .

Detection of equipment faults in automatically controlled processes

Victoria C. P. Chen, Derrick K. Rollins, Yisun Cheng, 1996 .

Refined experimental design and regression splines method for network revenue management

Jay M. Rosenberger, Victoria C. P. Chen, Sheela Siddappa, 2007 .

Special volume on Data Mining

Victoria C. P. Chen, 2010, Ann. Oper. Res..

A multivariate adaptive regression splines cutting plane approach for solving a two-stage stochastic programming fleet assignment model

Jay M. Rosenberger, Victoria C. P. Chen, Sheela Siddappa, 2012, Eur. J. Oper. Res..

Performability-based fleet sizing in a material handling system

Benita M. Beamon, Victoria C. P. Chen, 1998 .

A review on design, modeling and applications of computer experiments

Russell R. Barton, Kwok-Leung Tsui, Victoria C. P. Chen, 2006 .

Inverse probability of treatment weighting for state transition modeling for adaptive Interdisciplinary pain management program

Jay M. Rosenberger, Victoria C. P. Chen, Aera Kim LeBoulluec, 2017 .

An application of supervised multivariate control charts on a power plant data

Seoung Bum Kim, Victoria C. P. Chen, Thuntee Sukchotrat, 2008 .

A decision making framework for assessing control strategies for ground level ozone

Victoria C. P. Chen, Neelesh V. Sule, Melanie L. Sattler, 2011 .

AC 2012-4251: INTEGRATING SUSTAINABILITY ACROSS THE CUR- RICULUM: ENGINEERING SUSTAINABLE ENGINEERS

Stephen P. Mattingly, Brian H. Dennis, Victoria C. P. Chen, 2012 .

Stochastic programming for interdisciplinary pain management

Jay M. Rosenberger, Rohit Rawat, Victoria C. P. Chen, 2017 .

Issues regarding artificial neural network modeling for reactors and fermenters

Victoria C. P. Chen, Derrick K. Rollins, 2000 .

A Data - Integrated Nurse Activity Simulation Model

Jay M. Rosenberger, Seoung Bum Kim, Victoria C. P. Chen, 2006, Proceedings of the 2006 Winter Simulation Conference.

Adaptive value function approximation for continuous-state stochastic dynamic programming

Victoria C. P. Chen, Huiyuan Fan, Prashant K. Tarun, 2013, Comput. Oper. Res..

Sustainable industrial engineering modules

Stephen P. Mattingly, K. J. Rogers, Victoria C. P. Chen, 2012 .

A Density‐focused Support Vector Data Description Method

Seoung Bum Kim, Victoria C. P. Chen, Poovich Phaladiganon, 2014, Qual. Reliab. Eng. Int..

Data mining modeling on the environmental impact of airport deicing activities

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2011, Expert Syst. Appl..

Orthogonalized dynamic programming state space for efficient value function approximation

Seoung Bum Kim, Victoria C. P. Chen, Bancha Ariyajunya, 2010 .

Dimensionality reduction in fleet assignment modeling

Jay M. Rosenberger, Victoria C. P. Chen, Venkata L. Pilla, 2004 .

Multi-disciplinary Sustainable Senior Design Project: Design of a Campus Biodiesel Refinery

Stephen P. Mattingly, Benjamin Nmai Afotey, Brian H. Dennis, 2012 .

Linear Programming for Multi-Agent Demand Response

Jay M. Rosenberger, Wei-Jen Lee, Shouyi Wang, 2019, IEEE Access.

Engineering Sustainable Engineers through the Undergraduate Experience.

Stephen P. Mattingly, Brian H. Dennis, Victoria C. P. Chen, 2012 .

A comparison study and discussion of the Mahalanobis-Taguchi System

Seoung Bum Kim, Kwok-Leung Tsui, Victoria C. P. Chen, 2009 .

Sustainable engineering internships: Creation and assessment

Stephen P. Mattingly, K. J. Rogers, Victoria C. P. Chen, 2012 .

Using classification and regression trees for a nurse activity simulation

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2006 .

A data-integrated simulation model to evaluate nurse–patient assignments

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2009, Health care management science.

Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization

Cristiano Cervellera, Aihong Wen, Victoria C. P. Chen, 2006, Eur. J. Oper. Res..

A statistical computer experiments approach to airline fleet assignment

Jay M. Rosenberger, Victoria C. P. Chen, Venkata L. Pilla, 2008 .

Stochastic Dynamic Programming Formulation for a Wastewater Treatment Decision-Making Framework

M. B. Beck, Jining Chen, M. Bruce Beck, 2004, Ann. Oper. Res..

Mixed Integer Linear Programming Models for Selecting Ground-Level Ozone Control Strategies

Jay M. Rosenberger, Victoria C. P. Chen, Neelesh V. Sule, 2014, Environmental Modeling & Assessment.

A Linear Program for System-Level Control of Regional PHEV Charging Stations

Jay M. Rosenberger, Wei-Jen Lee, Victoria C. P. Chen, 2016, IEEE Transactions on Industry Applications.

Global optimization using mixed integer quadratic programming on non-convex two-way interaction truncated linear multivariate adaptive regression splines

Jay M. Rosenberger, Feng Liu, Victoria C. P. Chen, 2020, 2006.15707.

Comparative study between linear regression and artificial neural networks in modeling an industrial grain dryer

Victoria C. P. Chen, Derrick K. Rollins, J. M. Liang, 1996 .

Data mining model adjustment control charts for cascade processes

Seoung Bum Kim, Jinpyo Lee, Victoria C. P. Chen, 2013 .

Convex version of multivariate adaptive regression splines for optimization

Seoung Bum Kim, Victoria C. P. Chen, Thomas D. Shih, 2006 .

Engineering Sustainable Civil Engineers

Stephen P. Mattingly, Victoria C. P. Chen, Melanie L. Sattler, 2011 .

Bootstrap-Based T 2 Multivariate Control Charts

Seoung Bum Kim, Jun-Geol Baek, Victoria C. P. Chen, 2011, Commun. Stat. Simul. Comput..

Two-stage stochastic programming for interdisciplinary pain management

Jay M. Rosenberger, Na Wang, Victoria C. P. Chen, 2019, IISE Transactions on Healthcare Systems Engineering.

Gross Error Detection Strategies when Constraints are Bilinear

Victoria C. P. Chen, Derrick K. Rollins, Shonda Roelfs Kuiper, 1997 .

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

Victoria C. P. Chen, V. Chen, 2002, SIAM J. Optim..

Multivariate modeling for a multi-stage green building framework

Victoria C. P. Chen, Pin Kung, Anthony Robinson, 2011, Proceedings of the 2011 IEEE International Symposium on Sustainable Systems and Technology.

Performance analysis of conjoined supply chains

Victoria C. P. Chen, B. M. Beamon, B. Beamon, 2001 .

Global optimization for a piecewise linear regression spline function

Jay M. Rosenberger, Victoria C. P. Chen, Diana Martinez, 2011 .

An adaptive pain management framework

Victoria C. P. Chen, Robert J. Gatchel, Ching Feng Lin, 2010 .

Multipronged Approach for Incorporating Sustainability into an Undergraduate Civil Engineering Curriculum

Stephen P. Mattingly, Brian H. Dennis, Victoria C. P. Chen, 2015 .

A Linear Program for System-Level Control of Regional PHEV Charging Stations

Jay M. Rosenberger, Wei-Jen Lee, Victoria C. P. Chen, 2016 .

Comments on: Optimization and data mining in medicine

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2009 .

A Decision-Making Framework for Ozone Pollution Control

Aihong Wen, Victoria C. P. Chen, Melanie L. Sattler, 2009, Oper. Res..

Data mining for state space orthogonalization in adaptive dynamic programming

Ying Chen, Seoung Bum Kim, Victoria C. P. Chen, 2017, Expert Syst. Appl..

Control for a system of PHEV charging stations

Jay M. Rosenberger, Wei-Jen Lee, Victoria C. P. Chen, 2013 .

Principal component analysis-based control charts for multivariate nonnormal distributions

Seoung Bum Kim, Wei Jiang, Victoria C. P. Chen, 2013, Expert Syst. Appl..

A dynamic multiple stage, multiple objective optimization model

Victoria C. P. Chen, H. W. Corley, Prashant K. Tarun, 2008 .

Solving for an optimal airline yield management policy via statistical learning

Ellis L. Johnson, Victoria C. P. Chen, Dirk Günther, 2003 .

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

Jay M. Rosenberger, Ying Chen, Yuan Zhou, 2020, Comput. Oper. Res..

Optimization to select energy efficient building options

Jay M. Rosenberger, Victoria C. P. Chen, John F. Dickson, 2013 .

Optimizing Selection of Technologies in a Multiple Stage, Multiple Objective Wastewater Treatment System

Victoria C. P. Chen, H. W. Corley, Prashant K. Tarun, 2011 .

Efficient computer experiment-based optimization through variable selection

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2014, Ann. Oper. Res..

Ch. 7. A review of design and modeling in computer experiments

Russell R. Barton, Janet K. Allen, Kwok-Leung Tsui, 2003 .

Preface: Special volume on data mining and informatics

Seoung Bum Kim, Theodore B. Trafalis, Victoria C. P. Chen, 2014, Ann. Oper. Res..

Statistical Model for Estimating Carbon Dioxide Emissions from a Light-Duty Gasoline Vehicle

Stephen P. Mattingly, Benjamin Nmai Afotey, Victoria C. P. Chen, 2013 .

Bounds for Optimal Control of a Regional Plug-in Electric Vehicle Charging Station System

Jay M. Rosenberger, Wei-Jen Lee, Victoria C. P. Chen, 2018, IEEE Transactions on Industry Applications.

A study of Multivariate Modeling for a multiple-stage, multiple-objective (MSMO) decision-making framework for "Green Building"

Victoria C. P. Chen, Susan Ferreira, Pin Kung, 2012 .

Integrating sustainability across the curriculum: Engineering Sustainable Engineers

Stephen P. Mattingly, Brian H. Dennis, K. J. Rogers, 2012 .

Global optimization of non-convex piecewise linear regression splines

Jay M. Rosenberger, Bo Ping Wang, Victoria C. P. Chen, 2017, J. Glob. Optim..

Sequential Metamodeling in Engineering Design

Farrokh Mistree, Janet K. Allen, Kwok-Leung Tsui, 2004 .

Applying Experimental Design and Regression Splines to High-Dimensional Continuous-State Stochastic Dynamic Programming

Christine A. Shoemaker, David Ruppert, Victoria C. P. Chen, 1999, Oper. Res..

Controlling the False Discovery Rate for Feature Selection in High‐resolution NMR Spectra

Seoung Bum Kim, Youngja Park, Victoria C. P. Chen, 2008, Stat. Anal. Data Min..

Optimization of a large-scale water reservoir network

Cristiano Cervellera, Aihong Wen, Victoria C. P. Chen, 2004 .

Statistical approach to the development of a microscale model for estimating carbon dioxide emissions from a light duty gasoline vehicle

Stephen P. Mattingly, Benjamin Nmai Afotey, Victoria C. P. Chen, 2010 .

Spatio-Temporal Data Mining for Air Pollution Problems

Seoung Bum Kim, Chivalai Temiyasathit, Victoria C. P. Chen, 2009, Encyclopedia of Data Warehousing and Mining.

Gross error detection and power analysis for a real chemical process

Victoria C. P. Chen, Derrick K. Rollins, 1996 .

A convex version of multivariate adaptive regression splines

Seoung Bum Kim, Victoria C. P. Chen, Dachuan T. Shih, 2015, Comput. Stat. Data Anal..

Preface: Data mining and analytics

Seoung Bum Kim, Asil Oztekin, Victoria C. P. Chen, 2018, Ann. Oper. Res..

Data Mining Methods and Applications

Wei Jiang, Kwok-Leung Tsui, Victoria C. P. Chen, 2006 .

Evaluation of model discrimination techniques in artificial neural networks with application to grain drying

Jun Zhu, Victoria C. P. Chen, Derrick K. Rollins, 1996 .

Nonparametric multivariate control charts based on a linkage ranking algorithm

Seoung Bum Kim, Victoria C. P. Chen, Thuntee Sukchotrat, 2010, Qual. Reliab. Eng. Int..

Critical issues in data collection and conditions when fitting predictive neural network models for dynamic processes

Victoria C. P. Chen, Derrick K. Rollins, J. Heldt, 1996 .

A mathematical optimization technique for managing selective catalytic reduction for coal-fired power plants

Seoung Bum Kim, Jay M. Rosenberger, Victoria C. P. Chen, 2011 .

Novel Hybrid Market Price Forecasting Method With Data Clustering Techniques for EV Charging Station Application

Jay M. Rosenberger, Wei-Jen Lee, Victoria C. P. Chen, 2015, IEEE Transactions on Industry Applications.

Data-driven optimization for Dallas Fort Worth International Airport deicing activities

Jay M. Rosenberger, Seoung Bum Kim, Victoria C. P. Chen, 2018, Ann. Oper. Res..

Addressing state space multicollinearity in solving an ozone pollution dynamic control problem

Ying Chen, Jay M. Rosenberger, Seoung Bum Kim, 2021, Eur. J. Oper. Res..

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

Jay M. Rosenberger, Victoria C. P. Chen, Xinglong Ju, 2021, Expert Syst. Appl..

Preface: Data mining and decision analytics

Asil Oztekin, Victoria C. P. Chen, Seoung Bum Kim, 2021, Ann. Oper. Res..

Knowledge discovery and mining for nurse activity and patient data

Jay M. Rosenberger, Victoria C. P. Chen, Durai Sundaramoorthi, 2005 .

Sequential frameworks for statistics-based value function representation in approximate dynamic programming

Victoria C. P. Chen, Huiyuan Fan, V. Chen, 2008 .

Measurement of emissions from a passenger truck fueled with biodiesel from different feedstocks.

Brian H. Dennis, Victoria C. P. Chen, Melanie L. Sattler, 2013 .

Integration of classification algorithms and control chart techniques for monitoring multivariate processes

Kwok-Leung Tsui, Victoria C. P. Chen, Thuntee Sukchotrat, 2011 .

Outcome And State Transition Modeling For Adaptive Interdisciplinary Pain Management

Jay M. Rosenberger, Victoria C. P. Chen, Aera Kim LeBoulluec, 2013 .

Mining and modeling for a metropolitan Atlanta ozone pollution decision-making framework

Victoria C. P. Chen, Julia C. C. Tsai, Michael E. Chang, 2007 .

Markov decision process based statistical modeling approach to revenue management

Jay M. Rosenberger, Victoria C. P. Chen, Sheela Siddappa, 2006 .

Parallelization of the MARS Value Function Approximation in a Decision-Making Framework for Wastewater Treatment

Victoria C. P. Chen, Julia C. C. Tsai, V. Chen, 2006 .

Routing Considerations in Airline Yield Management

Victoria C. P. Chen, Dirk Günther, Ellis L. Johnson, 2003 .

A Statistical Modeling Approach to Airline Revenue Management

Jay M. Rosenberger, Victoria C. P. Chen, Sheela Siddappa, 2006 .

Adaptive dynamic programming for airport deicing

Jay M. Rosenberger, Victoria C. P. Chen, Dan Bergman, 2013 .