Technical Reports – Center On Stochastic Modeling, Optimization, & Statistics

Iqbal, G. M. D., J. M. Rosenberger, V. C. P. Chen, R. J. Gatchel, C. Noe (2020). Multi-Objective Two-Stage Stochastic Programming for Adaptive Interdisciplinary Pain Management with Piecewise Linear Network Transition Models. COSMOS Technical Report 20-03 The University of Texas at Arlington, Arlington, TX.
Chen, V. C. P., Y. Zhou, A. Fallahi, A. Viswanatha, J. Yang, Y. Ghasemi, N. Ohol, J. M. Rosenberger, F. Liu, X. Ju, and J. B. Guild (2020). An Optimization Framework to Study the Balance Between Expected Fatalities due to COVID-19 and the Re-opening of U.S. Communities. COSMOS Technical Report 20-02B (June 16, 2020). The University of Texas at Arlington, Arlington, TX.
Anahideh, H., J. M. Rosenberger, V. C. P. Chen. 2020. “High-dimensional Black-box Optimization Under Uncertainty” COSMOS Technical Report 20-01. The University of Texas at Arlington, Arlington, TX. https://arxiv.org/abs/1911.02457.
Moghimi, M. and H. W. Corley (2019). “Information Loss due to the Compression of Sample Data from Discrete Distributions.” COSMOS Technical Report 19-08. The University of Texas at Arlington. Arlington, TX.
Ye, Z. C. Liu, W. Tian, and C. Kan (2019). “A Deep Learning Approach for the Identification of Small Process Shifts in Additive Manufacturing using 3D Point Clouds.” COSMOS Technical Report 19-07. The University of Texas at Arlington. Arlington, TX.
Robinson, R., S. Dib, D. Mclarty, S. Shaikh, R. Cheeti, Y. Zhou, Y. Ghasemi, M. Rahman, C. D. Schrader, and H. Wang (2019). “Productivity, Efficiency, and Overall Performance Comparisons Between Solo Attending Versus Attending with Residents Staffing Models in an Emergency Department.” COSMOS Technical Report 19-06. The University of Texas at Arlington. Arlington, TX.
Rahman, M., Y. Ghasemi, E. Suley, Y. Zhou, S. Wang, and K. J. Rogers (2019). “Machine Learning Based Computer-Aided Diagnosis of Breast Cancer Utilizing Anthropometric and Clinical Features.” COSMOS Technical Report 19-05. The University of Texas at Arlington. Arlington, TX.
P d’Etienne, J., Y. Zhou, C. Kan, S. Shaikh, A. Ho, E. Suley, E. Blustein, E. Schrader, N. Zenarosa, and H. Wang (2019). “Two-Step Predictive Model for Early Detection of Emergency Department Patients with Prolonged Stay and Its Management Implications. The American Journal of Emergency Medicine.” COSMOS Technical Report 19-04. The University of Texas at Arlington. Arlington, TX.
Liu, C., C. Kan, and W. Tian (2019). “An Online Side Channel Monitoring Approach for Cyber-Physical Attack Detection of Additive Manufacturing.” COSMOS Technical Report 19-03. The University of Texas at Arlington. Arlington, TX.
Fallahi, A., J. M. Rosenberger, V. C. P. Chen, W.-J. Lee, and S. Wang (2019). “Linear Programming for Multi-Agent Demand Response.” COSMOS Technical Report 19-02. The University of Texas at Arlington. Arlington, TX.
Ju, X., V. C. P. Chen, J. M. Rosenberger, and F. Liu (2019). “Fast Knot Optimization for Multivariate Adaptive Regression Splines using Hill Climbing Methods.” COSMOS Technical Report 19-01. The University of Texas at Arlington. Arlington, TX.
Ariyajunya, B., Y. Chen, V. C. P. Chen, S. B. Kim, and J. M. Rosenberger (2018). “Addressing State Space Multicollinearity for an Ozone Pollution Dynamic Control Problem.” COSMOS Technical Report 18-07. The University of Texas at Arlington. Arlington, TX.
Puk, K. M., S. Wang, and J. M. Rosenberger (2018). “Selection of Hierarchical Features via Sparse Group Regularization.” COSMOS Technical Report 18-06. The University of Texas at Arlington. Arlington, TX.
Chawal, U., J. M. Rosenberger, V. C. P. Chen, W.-J. Lee, M. Wijemanne, and R. K. Punugu (2018). “Optimizing a System of Electric Vehicle Charging Stations Using Mixed Integer Linear Programming Computer Experiments.” COSMOS Technical Report 18-05. The University of Texas at Arlington. Arlington, TX.
Chawal, U., J. M. Rosenberger, V. C. P. Chen, A. A. Sheth, Y. Chen, and A. Kulvanitchaiyanunt. “A Two-Stage Design and Analysis of Computer Experiments Approach for Optimizing a System of Electric Vehicle Charging Stations.” COSMOS Technical Report 18-04. The University of Texas at Arlington. Arlington, TX.
Puk, K. M., S. Wang, J. M. Rosenberger, H. N. Harris, Y. B. Peng, A. Nordberg, P. Lehmann, J. Tommerdahl, and J.-C. Chiao (2018). “Emotion Recognition and Analysis Using ADMM-Based Sparse Group LASSO.” COSMOS Technical Report 18-03. The University of Texas at Arlington. Arlington, TX.
Memarian, A., J. M. Rosenberger, S. P. Mattingly, S. A. Ardekani, J. C. Williams, and H. Hashemi (2018). “An Optimization-Based Traffic Diversion Model during Construction Closures.” COSMOS Technical Report 18-02. The University of Texas at Arlington. Arlington, TX. To appear in Computer-Aided Civil and Infrastructure Engineering, 2019.
Liu, F., J. M. Rosenberger, J. Qin, Y. Lou, and S. Wang (2018). “Low-Rank Representation for EEG Source Localization with Temporal Graph Regularization.” COSMOS Technical Report 18-01. The University of Texas at Arlington. Arlington, TX.
Chen, Y., J. M. Rosenberger, V. C. P. Chen, W.-J. Lee (2017). “Approximate Dynamic Programming for Control of a System of Electric Vehicle Charging Stations.” COSMOS Technical Report 17-06. The University of Texas at Arlington. Arlington, TX.
Puk, K. M., S. Wang, J. M. Rosenberger, C. Xiao, L. Zheng, X. Zhang, and W. A. Chaovalitwongse (2017). “A Supervised Learning Model for Predicting Tibia Soft Tissue Insertions Using Multi-Response Support Vector Regression.” COSMOS Technical Report 17-05. The University of Texas at Arlington. Arlington, TX.
Wang, N., J. M. Rosenberger, G. M. D. Iqbal, V. C. P. Chen, R. J. Gatchel, and C. E. Noe (2017). “Two-Stage Stochastic Programming for Interdisciplinary Pain Management.” COSMOS Technical Report 17-04. The University of Texas at Arlington. Arlington, TX. Appeared in IISE Transactions on Healthcare Systems Engineering, 9(2), pp. 131–145, 2019.
Chen, Y., F. Liu, V. C. P. Chen, and J. M. Rosenberger (2017). “Support Vector Regression Value Function Approximation for Infinite Horizon Stochastic Dynamic Programming.” COSMOS Technical Report 17-03. The University of Texas at Arlington. Arlington, TX.
Chen, Y., F. Liu, A. Kulvanitchaiyanunt, V. C. P. Chen, and J. M. Rosenberger (2017). “Infinite Horizon Approximate Dynamic Programming Using Computer Experiments.” COSMOS Technical Report 17-02. The University of Texas at Arlington. Arlington, TX.
Liu, F., J. M. Rosenberger, Y. Lou, R. Hosseini, J. Su, and S. Wang (2017). “Graph Regularized EEG Source Imaging with in-Class Consistency and out-Class Discrimination.” COSMOS Technical Report 17-01. The University of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Big Data, 3(4), pp. 378-391, 2017.
Liu, F. S. Wang, and J. M. Rosenberger (2016). “Supervised Discriminative EEG Brain Source Imaging with Graph Regularization.” COSMOS Technical Report 16-06. The University of Texas at Arlington. Arlington, TX. Appeared in MICCAI, 2017.
Leboulluec, A. K., N. Ohol, V. C. P. Chen, L. Zeng, J. M. Rosenberger, and R. J. Gatchel (2016). “Handling Time-varying Confounding in State Transition Models for Dynamic Optimization of Adaptive Interdisciplinary Pain Management.” COSMOS Technical Report 16-05. The University of Texas at Arlington. Arlington, TX. Appeared in IISE Transactions on Healthcare Systems Engineering, 8(1), pp. 83–92, 2018.
Alotaibi, K., J. M. Rosenberger, S. P. Mattingly, S. Visoldilokpun (2016). “Unmanned Aerial Vehicle Routing in the Presence of Threats.” COSMOS Technical Report 16-04. The University of Texas at Arlington. Arlington, TX. Appeared in Computers and Industrial Engineering, 115, pp. 190-205, 2018.
Liu, F. S. Wang, J. M. Rosenberger, J. Su, and H. Liu (2016). “A Sparse Dictionary Learning Framework to Discover Discriminative Source Activations in EEG Brain Mapping.” COSMOS Technical Report 16-03. The University of Texas at Arlington. Arlington, TX. Appeared in the AAAI Conference on Artificial Intelligence, North America, February 2017.
Ariyajunya, B., Y. Chen, V. C. P. Chen, S. B. Kim (2016). “Data Mining for State Space Orthogonalization in Adaptive Dynamic Programming.” COSMOS Technical Report 16-02. The University of Texas at Arlington. Arlington, TX. Appeared in Expert Systems with Applications, 76, pp. 49–58.
Sarikprueck, P. W.-J. Lee, A. Kulvanitchaiyanunt, V. C. P. Chen, and J. M. Rosenberger (2016). “Bounds for Optimal Control of a Regional Plug-In Electric Vehicle Charging Station System.” COSMOS Technical Report 16-01. The University of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Industrial Applications, 54(2), pp. 977–986, 2018.
Ariyajunya, B., P. K. Tarun, V. C. P. Chen, and S. B. Kim (2015). “Modeling the Impact of Airport Deicing/Anti-icing Activities on the Dissolved Oxygen Levels in the Receiving Waterways.” COSMOS Technical Report 15-05. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Water Management Modeling, C441.
Noroziroshan, A., H. W. Corley, and J. M. Rosenberger (2015). “Posterior Constraint Selection Techniques for Nonnegative Linear Programming.” COSMOS Technical Report 15-04. The University of Texas at Arlington. Arlington, TX. Appeared in the American Journal of Operations Research, 7, pp. 26-40, 2017.
Noroziroshan, A., H. W. Corley, and J. M. Rosenberger (2015). “A Dynamic Active-Set Method for Linear Programming.” COSMOS Technical Report 15-03. The University of Texas at Arlington. Arlington, TX. Appeared in the American Journal of Operations Research, 5, pp. 526-535. 2015.
Alanis, A. A., P. Phananiramai, and J. M. Rosenberger (2015). “A Multi-commodity Flow Model for Managing Selective Catalytic Reduction for Coal-fired Power Plants.” COSMOS Technical Report 15-02. The University of Texas at Arlington. Arlington, TX.
Kumar, P., G. M. D. Iqbal, and J. M. Rosen berger (2015). “Mixed Integer Linear Programming Approaches for L and Use Planning that Limit Urban Sprawl.” COSMOS Technical Report 15-01. The University of Texas at Arlington. Arlington, TX. Appeared in Computers and Industrial Engineering, 102, pp. 33-43, 2016.
Martinez, N. M., H. Anahideh, J. M. Rosenberger, D. L. Martinez, V. C. P. Chen, and B. P. Wang (2014). “Global Optimization of Non-Convex Piecewise Linear Multivariate Adaptive Regression Splines.” COSMOS Technical Report 14-10. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Global Optimization, 68(3), pp. 563–586, 2017.
Rahman, Z., A. Memarian, S. Madanu, G. M. D. Iqbal, H. Anahideh, S. P. Mattingly, J. M. Rosenberger (2014). “Assessment of the Impact of Lane Width on Arterial Crashes.” COSMOS Technical Report 14-09. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Transportation Safety and Security, 10(3), pp. 229-250, 2018.
Sarikprueck, P., W.-J. Lee, A. Kulvanitchaiyanunt, V. C. P. Chen, and J. M. Rosenberger (2014). “Novel Hybrid Market Price Forecasting Method with Data Clustering Techniques toward Adaptive Design of the PHEV Charging Station.” COSMOS Technical Report 14-08. The University of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Industry Applications, 51, pp. 1987-1996, 2015. Received the 2014 Industrial & Commercial Power Systems Ralph H. Lee Department Prize Paper Award.
Corley, H. W. (2014). “The Mathematical Limits of Cooperation.” COSMOS Technical Report 14-07. The University of Texas at Arlington. Arlington, TX. Appeared in Game Theory, 2015, Article ID 647246, 7 pages, 2015.
Wang, S., W. Chaovalitwongse, and S. Wong. (2014). “A Probabilistic Pattern Learning Framework for Personalized Epileptic Seizure Prediction.” COSMOS Technical Report 14-06. The University of Texas at Arlington. Arlington, TX.
Wang, S., J. Gwizdka, and W. Chaovalitwongse. (2014). “Using Physiological Signals to Classify Mental Workload on Human-Computer Interaction Tasks.” COSMOS Technical Report 14-05. The University of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Human-Machine Systems, 46(3), pp. 424-435, 2016.
Li, L., L. Zeng, M. Cazzell, and H. Liu. (2014). “A Statistical Approach to Assess Measurement Reliability of Functional DOT for Brain Imaging.” COMSOS Technical Report 14-04. The University of Texas at Arlington. Arlington, TX.
Kulvanitchaiyanunt, A., J. M. Rosenberger, W.-J. Lee, V. C. P. Chen, and P. Sariprueck. (2014). “A Linear Program for Control of a System of PHEV Charging Stations.” COSMOS Technical Report 14-03. The University of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Industry Applications, 52(3), pp. 2046–2052, 2016.
Corley, H. W. and P. Kwain. (2014). “A Cooperative Dual to the Nash Equilibrium for Two-Person Prescriptive Games.” COSMOS Technical Report 14-02. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Applied Mathematics, 2014, Article ID 806794, 4 pages, 2014.
Corley, H. W., S. Charoensri, and N. Engsuwan. (2014). “A Scalar Compromise Equilibrium for N-Person Prescriptive Games.” COSMOS Technnical Report 14-01. The University of Texas at Arlington. Arlington, TX. Appeared in Natural Science, 6(13), pp.1103-1107, 2014.
Martinez, D., N. Martinez, Z. Zhang, A. Memarian, S. Pulipati, Z. Rahman, S. Mattingly, J. M. Rosenberger. (2013). “The Effects of Cellular Phone Usage on Driver Decisions at Signalized Intersections.” COSMOS Technical Report 13-14. The University of Texas at Arlington. Arlington, TX. Appeared in Cogent Engineering, 5(1), pp. 1436927, 2018.
Wang, S. and W. Chaovalitwongse. (2013). “An Efficient and Robust Approach for Automated Online Segmentation of Time Series Streams.” COSMOS Technical Report 13-13. The University of Texas at Arlington. Arlington, TX.
Wang, S., W. Chaovalitwongse, and S. Wong. (2013). “Gradient-Based Adaptive Learning Framework for Online Seizure Prediction.” COSMOS Technical Report 13-12. The University of Texas at Arlington. Arlington, TX. Appeared in International Journal of Data Mining and Bioinformatics, 9(10), pp. 49-64, 2013.
Wang, S., W. Chaovalitwongse, and S. Wong. (2013). “Online Seizure Prediction Using An Adaptive Learning Approach.” COSMOS Technical Report 13-11. The Unversity of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Knowledge and Data Engineering, 25(12), pp. 2854-2866, 2013.
Wang, S., S. Bowen, W. Chaovalitwongse, G. Sandison, T. Grabowski, and P. Kinahan. (2013). “Respiratory Trace Feature Analysis for Prediction of Respiratory-Gated PET Qualification.” COSMOS Technical Report 13-10. The University of Texas at Arlington. Arlington, TX. Appeared in Physics in Medicine and Biology, 59(4), pp. 1027-1045, 2014.
Wang, S., Y. Zhang, C. Wu, F. Darvas, and W. Chaovalitwongse. (2013). “Online Prediction of Driver Distraction Based on Brain Activity Patterns.” COSMOS Technical Report 13-09. The University of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Intelligent Transportation Systems, 16, pp. 136-150, 2015.
Zeng, L., S. Neogi, and Q. Zhou. (2013). “Robust Phase I Monitoring of Profile Data with Application in Low-E Glass Manufacturing Processes. COSMOS Technical Report 13-08. The University of Texas at Arlington. Arlington, TX. Appeared in Journal of Manufacturing Systems, 33(4), pp. 508-521, 2014.
Zeng, L., X. Deng, and J. Yang. (2013). “Knowledge-guided Degradation Profile Modeling in Tissue-engineered Scaffold Fabrication.” COSMOS Technical Report 13-07. The University of Texas at Arlington. Arlington, TX. Appeared in IIE Transactions, 48, pp. 16-33, 2016.
Zeng, L., and R. Peterson. (2013). “Measuring Service Accessibility in Telephone Nurse Triage Services.” COSMOS Technical Report 13-06. The University of Texas at Arlington. Arlington, TX. Appeared in Quality and Reliability Engineering International, 30(6), pp. 843–855, 2014.
Ahmadi, Majid, J. M. Rosenberger,W.-J. Lee, A. Kulvanitchaiyanunt. (2013). “Optimizing Load Control in a collaborative Residential Microgrid Environment.” COSMOS Technical Report 13-05. The University of Texas at Arlington, Arlington, TX. Appeared in IEEE Transactions on Smart Grid, 6, pp. 1196-1207, 2015.
Wang, Na, C. Roongrat, J. M. Rosenberger, P. K. Menon, K.Subbarao, P. Sengupta, M. D. Tandale. (2013). “Study of Time-Dependent Queueing Models of the National Airspace System.” COSMOS Technical Report 13-04. The University of Texas at Arlington. Arlington, TX. Appeared in Computers and Industrial Engineering, 117, pp. 108-120, 2018.
Gorahava, Kaushik, A. Mubayi, and J. M. Rosenberger. (2013). “Optimization of Insecticide Allocation for Kala-Azar Control in Bihar, India.” COSMOS Technical Report 13-03. The University of Texas at Arlington. Arlington, TX. Appeared in the American Journal of Tropical Medicine And Hygiene, 93, pp. 114-122, 2015.
Hsu, Wei-Che, J. M. Rosenberger, V. C. P. Chen, M. L. Sattler, and A. Koppikar. (2013). “Optimizing Ground-Level Ozone Control Strategies with Mixed Integer Nonlinear Programming.” COSMOS Technical Report 13-02. The University of Texas at Arlington. Arlington, TX.
Corley, H. W., S. Charoensri, and N. Engsuwan. (2013). “A Compromise Equilibrium for n-Person Game Theory.” COSMOS Technical Report 13-01. The University of Texas at Arlington. Arlington, TX. Appeared in Natural Science: Special Issue on Game Theory, 6, pp. 1103-1107, 2014.
Phaladiganon, Poovhich, S. B. Kim, and V. C. P. Chen. (2012). “A Density-focused Support Vector Data Description Method.” COSMOS Technical Report 12-11. The University of Texas at Arlington. Arlington, TX. Appeared in Quality and Reliability Engineering International, 30(6), pp. 879–890, 2014.
Wang, S., W. A. Chaovalitwongse, and R. Babuska. (2012). “Machine Learning Algorithms in Bipedal Robot Control.” COSMOS Technical Report 12-10. The University of Texas at Arlington. Arlington, TX. Appeared in IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 42(5), pp. 728-743, 2012.
Ding, G. and L. Zeng. (2012). “On the Effect of Measurement Errors in Regression-adjusted Monitoring Optical Profiles in Low-Emittance Glass.” COSMOS Technical Reprot 12-09. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Manufacturing Systems, 36, pp. 263-273, 2015.
Zeng, L. and N. Chen. (2012). “Bayesian Linear Mixed-effect Modeling of Optical Profiles in Low-Emmittance (Low-E) Glass Manufacturing Processes.” COSMOS Technical Report 12-08. The University of Texas at Arlington. Arlington, TX. Appeared in IIE Transactions, 47, pp. 109-124, 2015.
Tarun, P. K., V. C. P. Chen, and H. W. Corley (2012). “Divergence of Pairwise Comparison Matrices Computed Using the Successive Geometric Mean (SGM) Method in a Multiple Stage, Multiple Objective Model.” COSMOS Technical Report 12-07. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Multi-Criteria Decision Analysis, 21, pp. 197–208, 2014.
Fan, H.-Y., P. K. Tarun, V. C. P. Chen, D. T. Shih, J. M. Rosenberger, S. B. Kim, D. Bergman (2012). “Data-Driven Optimization for Minimizing the Environmental Impact of Airport Deicing Activities.” COSMOS Technical Report 12-06. The University of Texas at Arlington. Arlington, TX. Appeared in the Annals of Operations Research, Special Volume on Data Mining and Analytics, 263, pp. 361–384, 2018.
Saito, G., H. W. Corley, and J. M. Rosenberger (2012). “Constraint Optimal Selection Techniques (COSTs) for Linear Programming.” COSMOS Technical Report 12-05. The University of Texas at Arlington. Arlington, TX. Appeared in the American Journal of Operations Research, 3, 53-64, 2013.
Fan, H.-Y., P. K. Tarun, and V. C. P. Chen (2012). “A Fully Sequential, Self-Organized Approach for Approximate Dynamic Programming.” COSMOS Technical Report 12-04. The University of Texas at Arlington. Arlington, TX.
Hsu, W.-C., N. V. Sule, J. M. Rosenberger, V. C. P. Chen, and M. L. Sattler (2012). “Mixed Integer Programming Models for Selecting Ground-Level Ozone Control Strategies.” COSMOS Technical Report 12-03. The University of Texas at Arlington. Arlington, TX. Appeared in Environmental Modeling and Assessment, 19(6), pp. 503–514, 2014.
Phaladiganon, P., S. B. Kim, V. C. P. Chen, J.-G. Baek, and T. Sukchotrat (2012). “Principal Component Analysis-Based Control Charts for Multivariate Nonnormal Distributions.” COSMOS Technical Report 12-02. The University of Texas at Arlington. Arlington, TX. Appeared in Expert Systems with Applications, 40, pp. 3044–3054.
Shih, D. T., D. L. Martinez, V. C. P. Chen, and S. B. Kim (2012). “A Convex Version of Multivariate Adaptive Regression Splines.” COSMOS Technical Report 12-01. The University of Texas at Arlington. Arlington, TX. Appeared in Computational Statistics and Data Analysis, 81, pp. 89–106, 2015.
Lin, C.-F., A. LeBoulluec, V. C. P. Chen, and R. J. Gatchel (2011). “An Decision-Making Framework for Adaptive Pain Management.” COSMOS Technical Report 11-07. The University of Texas at Arlington. Arlington, TX. Appeared in Health Care Management Science, 17(3), pp. 270–283, 2014.
Fan, H.-Y., P. K. Tarun, and V. C. P. Chen (2011). “Adaptive Value Function Approximation for Continuous-State Stochastic Dynamic Programming.” COSMOS Technical Report 11-06. The University of Texas at Arlington. Arlington, TX. Appeared in Computers and Operations Research, 40, pp. 1076–1084, 2013.
Charoensri, S. and H. W. Corley (2011). “An Equivalent Formulation for Certain Cone- Ordered Maximizations.” COSMOS Technical Report 11-05. The University of Texas at Arlington. Arlington, TX.
Kam, K. M., L. Zeng, Q. Zhou, R. Tran, J. Yang (2011). “On Assessing and Testing Spatial Uniformity of Particle Distributions in Quality Control of Manufacturing Processes.” COSMOS Technical Report 11-04. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Manufacturing Systems, 32(1), pp. 154-166, 2013.
Charoensri, S. and H. W. Corley (2011). “General Optimization Criteria.” COSMOS Technical Report 11-03. The University of Texas at Arlington. Arlington, TX.
Charoensri, S. and H. W. Corley (2011). “The Scalarization and Equivalence of Standard Optimization Criteria.” COSMOS Technical Report 11-02. The University of Texas at Arlington. Arlington, TX.
Purintrapiban, U. and H. W. Corley (2011). “Neural Network for Detecting Cyclic Behavior in Autocorrelated Processes.” COSMOS Technical Report 11-01. The University of Texas at Arlington. Arlington, TX. Appeared in Computers and Industrial Engineering, 62(4), pp. 1093-1108, 2012. Appeared in the Journal of Manufacturing Systems, 32(1), pp. 154-166, 2013.
Kim, S. B., W. Jitpitaklert, V. C. P. Chen, and P. Phaladiganon (2010). “Data Mining Model Adjustment Control Charts for Cascade Processes.” COSMOS Technical Report 10-07. The University of Texas at Arlington. Arlington, TX. Appeared in the European Journal of Industrial Engineering, 7(4), pp. 442–455, 2013.
Pilla, V. L., J. M. Rosenberger, V. C. P. Chen, N. Engsuwan, and S. Siddappa (2010). “A Multivariate Adaptive Regression Splines Cutting Plane Approach for Solving a Two-Stage Stochastic Programming Fleet Assignment Model.” COSMOS Technical Report 10-06. The University of Texas at Arlington. Arlington, TX. Appeared in the European Journal of Operational Research, 216, pp. 162–171, 2012.
Elahi, M., K. Rajpurohit, J. M. Rosenberger, and G. Zaruba (2010). “Modeling and Simulation of a General Motors Conveyor System Using a Custom Decision Optimizer.” COSMOS Technical Report 10-05. The University of Texas at Arlington. Arlington, TX. Appeared in Omega, 55, pp. 61-72. 2015.
Phananiramai, P., J. M. Rosenberger, V. C. P. Chen, S. B. Kim, and M. L. Sattler (2010). “A Mathematical Optimization Technique for Managing Selective Catalytic Reduction for Coal-fired Power Plants.” COSMOS Technical Report 10-04. The University of Texas at Arlington. Arlington, TX. Appeared in Energy Systems Journal, 2(2), pp. 171-188, 2011.
Visoldilokpun, S., J. M. Rosenberger, N. Martinez (2010). “Unmanned Aerial Vehicle Routing with Limited Risk.” COSMOS Technical Report 10-03. The University of Texas at Arlington. Arlington, TX.
Sundaramoorthi, D., J. M. Rosenberger, V. C. P. Chen, D. Buckley Behan, and S. B. Kim (2010). “An Evidence-Based Approach in Assigning Patients to Nurses.” COSMOS Technical Report 10-02. The University of Texas at Arlington. Arlington, TX. Appeared in Nursing Management, 41(11), pp. 14–16, 2010.
Phaladiganon, P., S. B. Kim, V. C. P. Chen, J.-G. Baek, and T. Sukchotrat (2010). “Bootstrap-Based T2 Multivariate Control Charts.” COSMOS Technical Report 10-01. The University of Texas at Arlington. Arlington, TX. Appeared in Communications in Statistics – Simulation and Computation, 40(5), pp. 645-662, 2011.
Chongfuangprinya, P., S. B. Kim, S.-K. Park, and T. Sukchotrat (2009). “Integration of Support Vector Machines and Control Charts for Multivariate Process Monitoring.” COSMOS Technical Report 09-08. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Statistical Computation and Simulation, 81(9), pp. 1157-1173, 2011.
Kim, S. B, W. Jitpitaklert, and T. Sukchotrat (2009). “One-Class Classification-Based Control Charts for Monitoring Autocorrelated Process.” COSMOS Technical Report 09-07. The University of Texas at Arlington. Arlington, TX. Appeared in Communications in Statistics – Simulation and Computation, 39(3), pp. 461–474, 2010.
Kim, S. B. and P. Rattakorn (2009). “Unsupervised Feature Selection Using Weighted Principal Components.” COSMOS Technical Report 09-06. The University of Texas at Arlington. Arlington, TX. Appeared in Expert Systems with Applications, 38(5), pp. 5704–5710, 2011.
H. M. Bush, Chongfuangprinya, P., S. B. Kim, V. C. P. Chen, and T. Sukchotrat (2009). “Nonparametric Multivariate Control Charts Based on a Linkage Ranking Algorithm.” COSMOS Technical Report 09-05. The University of Texas at Arlington. Arlington, TX. Appeared in Quality and Reliability Engineering International, 26(7), pp. 663–675, 2010.
Sule, N. V., V. C. P. Chen, and M. L. Sattler (2009). “A Decision-Making Framework for Assessing Control Strategies for Ground Level Ozone.” COSMOS Technical Report 09-04. The University of Texas at Arlington. Arlington, TX. Appeared in Atmospheric Environment, 45, pp. 4996–5004, 2011.
Tarun, P. K., V. C. P. Chen, H. W. Corley, and F. Jiang (2009). “Optimizing Selection of Technologies in a Multiple Stage, Multiple Objective Wastewater Treatment System.” COSMOS Technical Report 09-03. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Multi-Criteria Decision Analysis, 18, pp. 115–142, 2011.
Sundaramoorthi, D., V. C. P. Chen, J. M. Rosenberger, S. B. Kim, and D. Buckley Behan (2009). “A Data-Integrated Simulation-Based Optimization of New Patient Assignments.” COSMOS Technical Report 09-02. The University of Texas at Arlington. Arlington, TX. Appeared in Health Care Management Science, 13(3), pp. 210–221, 2010.
Fan, H.-Y., P. K. Tarun, D. T. Shih, S. B. Kim, V. C. P. Chen, J. M. Rosenberger, and D. Bergman (2009). “Statistical Modeling and Analysis on the Environmental Impact of Airport Deicing Activities.” COSMOS Technical Report 09-01. The University of Texas at Arlington. Arlington, TX. Appeared in Expert Systems with Applications, 38, pp. 14899-14906, 2011.
Temiyasathit, C., S. B. Kim, and S.-K. Park (2008). “Spatial Prediction of the Ozone Concentration Profiles.” COSMOS Technical Report 08-04. The University of Texas at Arlington. Arlington, TX. Appeared in Computational Statistics and Data Analysis, 53, pp. 3892–3906, 2009.
Sukchotrat, T., S. B. Kim, and F. Tsung (2008). “One-Class Classification-Based Control Charts for Multivariate Process Monitoring.” COSMOS Technical Report 08-03. The University of Texas at Arlington. Arlington, TX. Appeared in IIE Transactions, 42(2), pp. 107–120, 2010.
Kim, S. B., X. Huo, and K.-L. Tsui (2008). “A Finite-Sample Simulation Study of Cross Validation in Tree-Based Models.” COSMOS Technical Report 08-02. The University of Texas at Arlington. Arlington, TX. Appeared in Information Technology and Management, 10(4), pp. 223–233, 2009.
Sukchotrat, T., S. B. Kim, K.-L. Tsui, and V. C. P. Chen (2008). “Classification-Based Control Charts for Monitoring Multivariate Processes.” COSMOS Technical Report 08-01. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Statistical Computation and Simulation, 81(12), pp. 1897–1911, 2011.
Punnakitikashem, P., J. M. Rosenberger, and D. Buckley Behan (2007). “A Stochastic Programming Approach for Integrated Nurse Staffing and Assignment.” COSMOS Technical Report 07-04. The University of Texas at Arlington. Arlington, TX. Appeared in IIE Transactions, 45(10), 2013, pages 1059-1076.
Chung, K.-F., H. W. Corley, and P. K. Tarun (2007). “A Dynamic Programming Approach to the Design of Composite Aircraft Wings.” COSMOS Technical Report 07-03. The University of Texas at Arlington. Arlington, TX.
Shih, D. T., S. B. Kim, V. C. P. Chen, J. M. Rosenberger, and V. L. Pilla (2007). “Efficient Computer Experiment-Based Optimization through Variable Selection.” COSMOS Technical Report 07-02. The University of Texas at Arlington. Arlington, TX. Appeared in the Annals of Operations Research, Special Volume on Data Mining, 216(1), pp. 287-305.
Kim, S. B., C. Temiyasathit, S.-K. Park, V. C. P. Chen, M. L. Sattler, and A. G. Russell (2007). “Characterization of Spatial and Temporal Patterns of Particulate Matter 2.5 in the Continental United States.” COSMOS Technical Report 07-01. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of the Air and Waste Management Association, 58(7), pp.965–975, 2008.
Siddappa, S., V. C. P. Chen, and J. M. Rosenberger (2006). “Multivariate Adaptive Regression Splines and Its Derivative.” COSMOS Technical Report 06-08. The University of Texas at Arlington. Arlington, TX.
Siddappa, S., J. M. Rosenberger, and V. C. P. Chen (2006). “Optimising Airline Overbooking Using a Hybrid Gradient Approach and Statistical Modeling.” COSMOS Technical Report 06-07. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Revenue and Pricing Management, 7(2), pp. 207–218, 2008.
Corley, H. W. and S. B. Kim (2006). “A New Family of Recursive Power-Series Distributions.” COSMOS Technical Report 06-06. The University of Texas at Arlington. Arlington, TX. Appeared in the Oriental Journal of Mathematics, 1, pp. 63-71, 2009.
Sundaramoorthi, D., V. C. P. Chen, J. M. Rosenberger, S. B. Kim, and D. Buckley Behan (2006). “A Data-Integrated Simulation Model to Evaluate Nurse-Patient Assignments.” COSMOS Technical Report 06-05. The University of Texas at Arlington. Arlington, TX. Appeared in Health Care Management Science, 12(3), pp. 252–268, 2009.
Siddappa, S., D. Günther, J. M. Rosenberger, and V. C. P. Chen (2006). “Refined Experimental Design and Regression Splines Method for Network Revenue Management.” COSMOS Technical Report 06-04. The University of Texas at Arlington. Arlington, TX. Appeared in the Journal of Revenue and Pricing Management, 6(3), pp. 188–199, 2007.
Kim, S. B., V. C. P. Chen, Y. Park, T. R. Ziegler, and D. P. Jones (2006). “Controlling the False Discovery Rate for Feature Selection in High-Resolution NMR Spectra.” COSMOS Technical Report 06-03. The University of Texas at Arlington. Arlington, TX. Appeared in Statistical Analysis and Data Mining, 1(2), pp.57–66, 2008.
Park, Y., S. B. Kim, B. Wang, R. A. Blanco, N.-A. Le, S. Wu, C. R. Jonas, T. R. Ziegler, and D. P. Jones (2006). “Nutritional Metabolomics: Statistical Pattern Recognition of Diurnal Variation of Macronutrients in Human Plasma by High-Resolution 1H NMR Spectroscopy.” COSMOS Technical Report 06-02. The University of Texas at Arlington. Arlington, TX. Appeared in the American Journal of Physiology-Regulatory, Integrative and Comparative Physiology, 297(1), pp. R202-R209, 2009.
Hwang, H. S. and J. M. Rosenberger (2006). “A Branch-and-Price-and-Cut Method for Ship Scheduling with Limited Risk.” COSMOS Technical Report 06-01. The University of Texas at Arlington. Arlington, TX. Appeared in Transportation Science, 42(3), pp. 336–351, 2008.
Yang, Z., V. C. P. Chen, M. E. Chang, M. L. Sattler, and A. Wen (2004). “A Decision-Making Framework for Ozone Pollution Control.” COSMOS Technical Report 05-04. The University of Texas at Arlington. Arlington, TX. Appeared in Operations Research, 57(2), pp. 484–498, 2009.
Pilla, V. L., J. M. Rosenberger, V. C. P. Chen, and B. C. Smith (2005). “A Statistical Computer Experiments Approach to Airline Fleet Assignment.” COSMOS Technical Report 05-03. The University of Texas at Arlington. Arlington, TX. Appeared in IIE Transactions, 40(5), pp. 524–537, 2008.
Pilla, V. L., J. M. Rosenberger, and V. C. P. Chen (2005). “An LP Formulation for Implicit Dimensionality Reduction.” COSMOS Technical Report 05-02. The University of Texas at Arlington. Arlington, TX.
Punnakitikashem, P., J. M. Rosenberger, and D. Buckley Behan (2005). “Stochastic Programming for Nurse Assignment.” COSMOS Technical Report 05-01. The University of Texas at Arlington. Arlington, TX. Appeared in Computational Optimization and Applications, 40(3), pp. 321–349, 2008.
Rosenberger, J. M., T.-K. Sung, and H. W. Corley (2004). “A Geometric Active-Set Extension of the Simplex Method.” COSMOS Technical Report 04-07. The University of Texas at Arlington. Arlington, TX. Appeared in International Journal of Advanced Manufacturing Technology, 27, pp. 1047-1050, 2016.
Yang, Z., V. C. P. Chen, M. E. Chang, T. E. Murphy, and J. C. C. Tsai (2004). “Mining and Modeling for a Metropolitan Atlanta Ozone Pollution Decision-Making Framework.” COSMOS Technical Report 04-06. The University of Texas at Arlington. Arlington, TX. Appeared in IIE Transactions, Special Issue on Data Mining, 39, pp. 607-615, 2007.
Cervellera, C., A. Wen, and V. C. P. Chen (2004). “Neural Network and Regression Spline Value Function Approximations for Stochastic Dynamic Programming.” COSMOS Technical Report 04-05. The University of Texas at Arlington. Arlington, TX. Appeared in Computers and Operations Research, 34, pp. 70-90, 2007.
Cervellera, C., V. C. P. Chen, and A. Wen (2004). “ Optimization of a Large-Scale Water Reservoir Network by Stochastic Dynamic Programming with Efficient State Space Discretization.” COSMOS Technical Report 04-04. The University of Texas at Arlington. Arlington, TX. Appeared in the European Journal of Operational Research, 171, pp. 1139-1151, 2006.
Rosenberger, J. M. and H. W. Corley (2004). “Mathematical Programming Models for Some Smallest World Problems.” COSMOS Technical Report 04-03. The University of Texas at Arlington. Arlington, TX. Appeared in Nonlinear Analysis: Real-World Applications, 6, pp. 955-961, 2005.
H. W. Corley, J. M. Rosenberger, and T.-K. Sung (2004). “Constraint Optimal Selection Techniques (COSTs) for Nonnegative Linear Programming Problems.” COSMOS Technical Report 04-02. The University of Texas at Arlington. Arlington, TX. Appeared in Applied Mathematics and Computation, 251, pp. 586-598, 2015.
Rosenberger, J. M. and H. W. Corley (2004). “A Branch-and-Price Method for Solving the Smallest-World Problem.” COSMOS Technical Report 04-01. The University of Texas at Arlington. Arlington, TX.
Tsai, J. C. C., V. C. P. Chen, E. K. Lee, and E. L. Johnson (2003). “Parallelization of the MARS Value Function Approximation in a Decision-Making Framework for Wastewater Treatment.” COSMOS Technical Report 03-02. The University of Texas at Arlington. Arlington, TX.
Chen, V. C. P., K.-L. Tsui, R. R. Barton, and J. K. Allen (2003). “A Review of Design and Modeling in Computer Experiments.” COSMOS Technical Report 03-01. The University of Texas at Arlington. Arlington, TX. Appeared in Handbook in Statistics: Statistics in Industry (R. Khattree and C.R. Rao, eds.), 22, Amsterdam: Elsevier Science, pp. 231-261, 2003.
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