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Grantee Research Project Results

NCER Grantee Research Project Results

Publications Details for:

Computational Requirements of Statistical Learning within a Decision-Making Framework for Sustainable Technology.
Grant Number R828207
RFA: Technology for a Sustainable Environment (1999)


Other views: Selected publication types Journal articles Publications submitted after final report Redisplay this page with Reference Title, Journal, and Author Columns Display this page in RIS format

Book Chapter (2)
Dissertation/Thesis (2)
Journal Article (5)
Presentation (22)
Proceedings (7)
Report (1)
Reference Type Citation Progress Report Year Document Sources
Book Chapter Chen VCP, Tsui K-L, Barton RR, Allen JK. A review of design and modeling in computer experiments. In: Khattree R, Rao CR, eds. Handbook of Statistics, Volume 22, Part 1, Chapter 7. St. Louis, MO: Elsevier, 2003, pp. 231-261. R828207 (2002)
R828207 (2003)
R828207 (Final)
Book Chapter Tsui K-L, Chen V, Jiang W, Aslandogan YA. Data mining methods and applications. In: Pham H, ed. Handbook of Engineering Statistics. London: Springer-Verlag, 2006, pp. 651-652. R828207 (2004)
R828207 (Final)
Dissertation/Thesis Tsai JCC. Statistical modeling of the value function in high-dimensional, continuous-state stochastic dynamic programming. Ph.D. Dissertation, Georgia Institute of Technology, Atlanta, GA, August 2002. R828207 (2002)
R828207 (Final)
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Dissertation/Thesis

Yang Z. A decision-making framework for ozone pollution control. Ph.D. Dissertation, University of Texas at Arlington, Arlington, TX, 2005.

R828207 (2004)
R828207 (Final)
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Journal Article Cervellera C, Chen VCP, Wen A. Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization. European Journal of Operational Research 2006;171(3):1139-1151. R828207 (2002)
R828207 (2003)
R828207 (Final)
Journal Article Cervellera C, Wen AH, Chen VCP. Neural network and regression spline value function approximations for stochastic dynamic programming.. Technometrics. . R828207 (2002)
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Journal Article Tsai JCC, Chen VCP, Chen J, Beck MB, Chen J. Stochastic dynamic programming formulation for a wastewater treatment decision-making framework. Annals of Operations Research 2004;132(1-4):207-221 (Special Issue entitled CUSTOM [Center for Uncertain Systems: Tools for Optimization and Management] Conference on Applied Optimization under Uncertainty). R828207 (2002)
R828207 (2003)
R828207 (Final)
Journal Article Tsai JCC, Chen VCP, Lee EK, Johnson EL. Parallelization of the MARS value function approximation in a decision-making framework for wastewater treatment. Journal of Statistical Computation and Simulation. R828207 (2002)
R828207 (2003)
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Journal Article Tsai JCC, Chen VCP. Flexible and robust implementations of multivariate adaptive regression splines within a wastewater treatment stochastic dynamic program. Quality and Reliability Engineering International 2005;21(7):689-699. R828207 (2003)
R828207 (Final)
Presentation Chen VCP. Neural network and regression spline value function approximations for inventory forecasting stochastic dynamic programs. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, San Antonio, TX, November 5-8, 2000. R828207 (Final)
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Presentation Chen VCP. A decision-making framework for evaluating wastewater treatment technologies. Presented at the 5th Annual Green Chemistry and Engineering Conference, Washington, DC, June 2001. R828207 (Final)
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Presentation Chen VCP. Application of parallel-MARS to a decision-making framework for wastewater. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Fall Meeting, Miami, FL, November 4-7, 2001. R828207 (Final)
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Presentation Chen VCP. Neural network and regression spline approximations for the optimal control of an inventory forecasting model. Presented at the Euro-Institute for Operations Research and the Management Sciences Meeting, Istanbul, Turkey, July 6-10, 2003. R828207 (2003)
R828207 (Final)
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Presentation Chen VCP. Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization. Presented at the Euro-Institute for Operations Research and the Management Sciences Meeting, Istanbul, Turkey, July 6-10, 2003. R828207 (2003)
R828207 (Final)
not available
Presentation Chen VCP. A decision-making framework for studying ozone pollution in urban Atlanta. Presented at the Institute for Operations Research and the Management Sciences Annual Meeting, Atlanta, GA, October 19-22, 2003. R828207 (2003)
R828207 (Final)
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Presentation Chen VCP. Construction of transition functions for an ozone pollution stochastic dynamic program. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, Atlanta, GA, October 19-22, 2003. R828207 (2003)
R828207 (Final)
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Presentation Chen VCP. Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, Atlanta, GA, October 19-22, 2003. R828207 (2003)
R828207 (Final)
not available
Presentation Chen VCP. Variants of multivariate adaptive regression splines in solving continuous-state stochastic dynamic programming. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, Atlanta, GA, October 19-22, 2003. R828207 (2003)
R828207 (Final)
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Presentation

Chen VCP. A decision-making framework for more sustainable urban environments. Presented to the National Science Foundation Integrative Graduate Education and Research Traineeship Joint Program in Applied Mathematics and the Earth and Environmental Sciences Departments, Columbia University, New York City, NY, March 2004.

R828207 (2003)
R828207 (Final)
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Presentation Chen VCP, Yang Z, Chang M. A decision-making framework for studying ozone pollution in urban Atlanta. Presented at the 2nd International Conference on Green and Sustainable Chemistry, Washington, DC, June 20-24, 2005. R828207 (2004)
R828207 (Final)
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Presentation Chen VCP, Yang Z, Chang M. A decision-making framework for studying ozone pollution in urban Atlanta. Presented at the 9th Annual Green Chemistry & Engineering Conference, Washington, DC, June 20-24, 2005. R828207 (Final)
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Presentation Chen VCP, Yang Z. A decision-making framework for ozone pollution. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, San Francisco, CA, November 13-16, 2005. R828207 (2004)
R828207 (Final)
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Presentation Chen VCP, Chang M, Yang Z. Mining to model state transitions for ozone pollution control strategies. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, San Francisco, CA, November 13-16, 2005. R828207 (2004)
R828207 (Final)
not available
Presentation Chen VCP. Flexible implementation of multivariate adaptive regression splines in solving continuous-state stochastic dynamic programming. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, San Jose, CA, November 2002. R828207 (2002)
R828207 (Final)
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Presentation Chen VCP. An application of MARS and orthogonal arrays to high-dimensional continuous state stochastic dynamic programming. Presented at the Department of Statistics, University of Texas, Dallas, TX, October 2002. R828207 (2002)
R828207 (Final)
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Presentation Chen, V.C.P.; Yang, Z.; Chang, M.; Murphy, T. A decision-making framework for studying ozone pollution in urban Atlanta. Presented at the Seventh Annual Green Chemistry and Engineering Conference, Washington, DC, June 2003. R828207 (2002)
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Presentation Tsai J, Chen VCP. Mining Atlanta ozone pollution data. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, Denver, CO, October 24-27, 2004. R828207 (2004)
R828207 (Final)
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Presentation Tsai JCC, Chen VCP, Boardman BS. Flexible implementation of multivariate adaptive regression splines in solving continuous-state stochastic dynamic programming. Presented at the Industrial Engineering Research Conference, Portland, OR, May 2003. R828207 (2002)
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Presentation Welch WJ, Chen VCP, Simpson TW. Kriging estimation within a decision-making framework for evaluating process technologies in a wastewater treatment system. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, San Antonio, TX, November 5-8, 2000. R828207 (Final)
not available
Presentation Wen A, Cervellera C, Chen VCP. Comparison of MARS and neural networks in optimizing a water reservoir network. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, Denver, CO, October 24-27, 2004. R828207 (2004)
R828207 (Final)
not available
Presentation Yang Z, Chang M, Chen VCP. Ozone pollution decision-making framework. Presented at the Institute for Operations Research and the Management Sciences (INFORMS) Annual Meeting, Denver, CO, October 24-27, 2004. R828207 (2004)
R828207 (Final)
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Proceedings Cervellera C, Chen VCP, Wen A. Optimization of a large-scale water reservoir network. In: Proceedings of the 2004 Institute of Industrial Engineers Research Conference, Houston, TX, May 15-19, 2004. R828207 (2003)
R828207 (Final)
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Proceedings Chen VCP, Welch WJ. Statistical methods for deterministic biomathematical models. In: Proceedings of the 53rd Session of the International Statistical Institute, Seoul, Korea, August 22-29, 2001. R828207 (Final)
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Proceedings Chen VCP, Tsai JCC, Lee EK, Johnson EL. A decision-making framework for evaluating wastewater treatment technologies. In: Proceedings of the 5th Annual Green Chemistry and Engineering Conference, Washington, DC, June 26-28, 2001. R828207 (Final)
not available
Proceedings Chen VCP, Yang Z, Chang M, Murphy T. A decision-making framework for studying ozone pollution in urban Atlanta. In: Proceedings of the 7th Annual Green Chemistry and Engineering Conference, Washington, DC, June 26-28, 2003. R828207 (Final)
not available
Proceedings

Tsai JCC, Chen VCP, Boardman BS. Flexible implementation of multivariate adaptive regression splines in solving continuous-state stochastic dynamic programming. In: Proceedings of the 2003 Industrial Engineering Research Conference, Portland, OR, May 17-21, 2003.

R828207 (Final)
not available
Proceedings

Wen A, Chen VCP, Cervellera C. Comparison of experimental designs in continuous-state stochastic dynamic programming. In: Proceedings of the 2005 Industrial Engineering Research Conference, Atlanta, GA, May 14-18, 2005.

R828207 (2004)
R828207 (Final)
not available
Proceedings

Yang Z, Chen VCP, Chang ME, Murphy TE. Formulation of a decision-making framework for studying ozone pollution in urban Atlanta. In: Proceedings of the 2004 Institute of Industrial Engineers Research Conference, Houston, TX, May 15-19, 2004.

R828207 (2003)
R828207 (Final)
not available
Report Cervellera C, Wen AH, Chen VCP. Neural Network and Regression Spline Value Function Approximations for Stochastic Dynamic Programming. COSMOS Technical Report 04-05, 27 pp., 2004. R828207 (Final)

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The perspectives, information and conclusions conveyed in research project abstracts, progress reports, final reports, journal abstracts and journal publications convey the viewpoints of the principal investigator and may not represent the views and policies of ORD and EPA. Conclusions drawn by the principal investigators have not been reviewed by the Agency.

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