{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,19]],"date-time":"2026-01-19T07:27:50Z","timestamp":1768807670977,"version":"3.49.0"},"reference-count":21,"publisher":"Springer Science and Business Media LLC","issue":"1-2","license":[{"start":{"date-parts":[[2017,12,28]],"date-time":"2017-12-28T00:00:00Z","timestamp":1514419200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"name":"Dallas Fort Worth International Airport and National Science Foundation","award":["ECCS-0801802"],"award-info":[{"award-number":["ECCS-0801802"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Ann Oper Res"],"published-print":{"date-parts":[[2018,4]]},"DOI":"10.1007\/s10479-017-2747-1","type":"journal-article","created":{"date-parts":[[2017,12,28]],"date-time":"2017-12-28T17:26:10Z","timestamp":1514481970000},"page":"361-384","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["Data-driven optimization for Dallas Fort Worth International Airport deicing activities"],"prefix":"10.1007","volume":"263","author":[{"given":"Huiyuan","family":"Fan","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Prashant K.","family":"Tarun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Victoria C. P.","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dachuan T.","family":"Shih","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jay M.","family":"Rosenberger","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Seoung Bum","family":"Kim","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Robert A.","family":"Horton","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2017,12,28]]},"reference":[{"issue":"2","key":"2747_CR1","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1080\/10618600.1996.10474702","volume":"5","author":"WP Alexander","year":"1996","unstructured":"Alexander, W. P., & Grimshaw, S. D. (1996). Treed regression. Journal of Computational and Graphical Statistics, 5(2), 156\u2013175.","journal-title":"Journal of Computational and Graphical Statistics"},{"key":"2747_CR2","doi-asserted-by":"crossref","first-page":"1139","DOI":"10.1016\/j.ejor.2005.01.022","volume":"171","author":"C Cervellera","year":"2006","unstructured":"Cervellera, C., Chen, V. C. P., & Wen, A. (2006). Optimization of a large-scale water reservoir network by stochastic dynamic programming with efficient state space discretization. European Journal of Operational Research, 171, 1139\u20131151.","journal-title":"European Journal of Operational Research"},{"key":"2747_CR3","doi-asserted-by":"crossref","unstructured":"Chen, V. C. P. (1999). Application of orthogonal arrays and MARS to inventory forecasting stochastic dynamic programs. Computational Statistics and Data Analysis, 30, 317\u2013341.","DOI":"10.1016\/S0167-9473(98)00084-X"},{"key":"2747_CR4","doi-asserted-by":"crossref","unstructured":"Chen, V. C. P., Ruppert, D., & Shoemaker, C. A. (1999). Applying experimental design and regression splines to high-dimensional continuous-state stochastic dynamic programming. Operations Research, 47, 38\u201353.","DOI":"10.1287\/opre.47.1.38"},{"issue":"11","key":"2747_CR5","doi-asserted-by":"crossref","first-page":"2890","DOI":"10.1897\/06-100R.1","volume":"25","author":"SR Corsi","year":"2006","unstructured":"Corsi, S. R., Harwell, G. R., Geis, S. W., & Bergman, D. (2006). Impacts of aircraft deicer and anti-icer runoff on receiving waters from Dallas\/Fort Worth International Airport, Texas, USA. Environmental Toxicology and Chemistry, 25(11), 2890\u20132900.","journal-title":"Environmental Toxicology and Chemistry"},{"key":"2747_CR6","unstructured":"FAA Report (1996). Report on FAA Deicing Program at Guardia and O\u2019Hare Airport. Report Number E5-FA-7-002, Office of Inspector General, Department of Transportation, Federal Aviation Regulation. (http:\/\/ntl.bts.gov\/lib\/1000\/1500\/1543\/e5-fa-7-002.pdf)"},{"key":"2747_CR7","doi-asserted-by":"crossref","first-page":"1076","DOI":"10.1016\/j.cor.2012.11.016","volume":"40","author":"H Fan","year":"2013","unstructured":"Fan, H., Tarun, P. K., & Chen, V. C. P. (2013). Adaptive value function approximation for continuous-state stochastic dynamic programming. Computers & Operations Research, 40, 1076\u20131084.","journal-title":"Computers & Operations Research"},{"key":"2747_CR8","doi-asserted-by":"crossref","first-page":"14899","DOI":"10.1016\/j.eswa.2011.05.057","volume":"38","author":"H Fan","year":"2011","unstructured":"Fan, H., Tarun, P. K., Shih, D. T., Kim, S. B., Chen, V. C. P., Rosenberger, J. M., et al. (2011). Data mining modeling on the environmental impact of airport deicing activities. Expert Systems with Applications, 38, 14899\u201314906.","journal-title":"Expert Systems with Applications"},{"key":"2747_CR9","doi-asserted-by":"crossref","first-page":"565","DOI":"10.1080\/07408170600897502","volume":"39","author":"H Kim","year":"2007","unstructured":"Kim, H., Loh, W.-Y., Shih, Y.-S., & Chaudhuri, P. (2007). Visualizable and interpretable regression models with good prediction power. IIE Transactions, 39, 565\u2013579.","journal-title":"IIE Transactions"},{"key":"2747_CR10","unstructured":"Leist, D., Flowers, K., Bartley, G, Beebe, B., Giles, T., & Ratcliff, E. (1997). Impacts of deicing fluids on Elijahs and Gunpowder Creeks Boone County, Kentucky. Kentucky Department For Environmental Protection, Division of Water, Frankfort, Kentucky. (http:\/\/www.epa.gov\/owow\/tmdl\/examples\/organics\/ky_elijahgunpowder.pdf)."},{"key":"2747_CR11","doi-asserted-by":"crossref","first-page":"270","DOI":"10.1007\/s10729-013-9252-0","volume":"17","author":"C-F Lin","year":"2014","unstructured":"Lin, C.-F., LeBoulluec, A. K., Zeng, L., Chen, V. C. P., & Gatchel, R. J. (2014). An adaptive pain management framework. Health Care Management Science, 17, 270\u2013283.","journal-title":"Health Care Management Science"},{"key":"2747_CR12","volume-title":"Introduction to environmental engineering and science","author":"GM Masters","year":"1997","unstructured":"Masters, G. M. (1997). Introduction to environmental engineering and science (2nd ed.). Upper Saddler River, NJ: Prentice Hall.","edition":"2"},{"key":"2747_CR13","volume-title":"Differential evolution: A practical approach to global optimization","author":"KV Price","year":"2005","unstructured":"Price, K. V., Storn, R. M., & Lampinen, J. A. (2005). Differential evolution: A practical approach to global optimization. Berlin: Springer-Verlag."},{"issue":"9","key":"2747_CR14","doi-asserted-by":"crossref","first-page":"103","DOI":"10.2166\/wst.2003.0503","volume":"48","author":"DM Revitt","year":"2003","unstructured":"Revitt, D. M., & Worrall, P. (2003). Low temperature biodegradation of airport de-icing fluids. Water Science and Technology, 48(9), 103\u2013111.","journal-title":"Water Science and Technology"},{"issue":"10,11","key":"2747_CR15","doi-asserted-by":"crossref","first-page":"469","DOI":"10.2166\/wst.2001.0868","volume":"44","author":"DM Revitt","year":"2001","unstructured":"Revitt, D. M., Worrall, P., & Brewer, D. (2001). The integration of constructed wetlands into a treatment system for airport runoff. Water Science and Technology, 44(10,11), 469\u2013476.","journal-title":"Water Science and Technology"},{"key":"2747_CR16","volume-title":"The analytic hierarchy process","author":"TL Saaty","year":"1980","unstructured":"Saaty, T. L. (1980). The analytic hierarchy process. New York: McGraw-Hill."},{"key":"2747_CR17","unstructured":"Switzenbaum, M. S., Veltman, S., Schoenberg, T., Durand, G. M., Mericas, D., & Wagoner, B. (1999). Workshop: Best management practices for airport deicing stormwater. Publication No. 173, Amherst Water Resources Research Center, University of Massachusetts, Massachusetts. (http:\/\/www.umass.edu\/tei\/wrrc\/WRRC2004\/pdf\/Switz173.pdf)."},{"key":"2747_CR18","first-page":"207","volume":"132","author":"JCC Tsai","year":"2004","unstructured":"Tsai, J. C. C., Chen, V. C. P., Chen, J., & Beck, M. B. (2004). Stochastic dynamic programming formulation for a wastewater treatment decision-making framework. Annals of Operations Research, Special Issue on Applied Optimization under Uncertainty, 132, 207\u2013221.","journal-title":"Annals of Operations Research, Special Issue on Applied Optimization under Uncertainty"},{"key":"2747_CR19","unstructured":"U.S. Environmental Protection Agency (2000). Preliminary data summary airport deicing operation. EPA 821-R-00-001, Office of Water, Washington, DC."},{"key":"2747_CR20","first-page":"607","volume":"39","author":"Z Yang","year":"2007","unstructured":"Yang, Z., Chen, V. C. P., Chang, M. E., Murphy, T. E., & Tsai, J. C. C. (2007). Mining and modeling for a metropolitan Atlanta ozone pollution decision-making framework. IIE Transactions, Special Issue on Data Mining, 39, 607\u2013615.","journal-title":"IIE Transactions, Special Issue on Data Mining"},{"issue":"2","key":"2747_CR21","doi-asserted-by":"crossref","first-page":"484","DOI":"10.1287\/opre.1080.0576","volume":"57","author":"Z Yang","year":"2009","unstructured":"Yang, Z., Chen, V. C. P., Chang, M. E., Sattler, M. L., & Wen, A. (2009). A decision-making framework for ozone pollution control. Operations Research, 57(2), 484\u2013498.","journal-title":"Operations Research"}],"container-title":["Annals of Operations Research"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10479-017-2747-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-017-2747-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10479-017-2747-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,6,30]],"date-time":"2024-06-30T04:36:13Z","timestamp":1719722173000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10479-017-2747-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,12,28]]},"references-count":21,"journal-issue":{"issue":"1-2","published-print":{"date-parts":[[2018,4]]}},"alternative-id":["2747"],"URL":"https:\/\/doi.org\/10.1007\/s10479-017-2747-1","relation":{},"ISSN":["0254-5330","1572-9338"],"issn-type":[{"value":"0254-5330","type":"print"},{"value":"1572-9338","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017,12,28]]}}}