{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,11]],"date-time":"2026-07-11T10:26:46Z","timestamp":1783765606929,"version":"3.55.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319342214","type":"print"},{"value":"9783319342238","type":"electronic"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-34223-8_14","type":"book-chapter","created":{"date-parts":[[2016,12,21]],"date-time":"2016-12-21T04:25:41Z","timestamp":1482294341000},"page":"241-260","source":"Crossref","is-referenced-by-count":11,"title":["Prime-Time: Symbolic Regression Takes Its Place in the Real World"],"prefix":"10.1007","author":[{"given":"Sean","family":"Stijven","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Ekaterina","family":"Vladislavleva","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arthur","family":"Kordon","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lander","family":"Willem","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mark E.","family":"Kotanchek","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2016,12,22]]},"reference":[{"issue":"Suppl 1","key":"14_CR1","doi-asserted-by":"crossref","first-page":"S1","DOI":"10.1186\/1471-2458-11-S1-S1","volume":"11","author":"S Andrad\u00f3ttir","year":"2011","unstructured":"Andrad\u00f3ttir S, Chiu W, Goldsman D, Lee M, Tsui K, Sander B, Fisman D, Nizam A (2011) Reactive strategies for containing developing outbreaks of pandemic influenza. BMC Public Health 11(Suppl 1):S1","journal-title":"BMC Public Health"},{"issue":"1","key":"14_CR2","doi-asserted-by":"crossref","DOI":"10.1371\/journal.pcbi.1000656","volume":"6","author":"D Chao","year":"2010","unstructured":"Chao D, Halloran M, Obenchain V, Longini I (2010) FluTE, a publicly available stochastic influenza epidemic simulation model. PLoS Comput Biol 6(1):e1000,656","journal-title":"PLoS Comput Biol"},{"key":"14_CR3","unstructured":"Crombecq K (2011) Surrogate modelling of computer experiments with sequential experimental design. Ph.D. thesis, University of Antwerp, Antwerp"},{"key":"14_CR4","doi-asserted-by":"crossref","unstructured":"Crombecq K, Dhaene T (2010) Generating sequential space-filling designs using genetic algorithms and monte carlo methods. In: Simulated evolution and learning. Lecture notes in computer science, vol 6457. Springer, Berlin, pp 80\u201384","DOI":"10.1007\/978-3-642-17298-4_8"},{"key":"14_CR5","doi-asserted-by":"crossref","unstructured":"Crombecq K, De\u00a0Tommasi L, Gorissen D, Dhaene T (2009) A novel sequential design strategy for global surrogate modeling. In: Winter simulation conference, Austin, Texas, WSC \u201909, pp\u00a0731\u2013742","DOI":"10.1109\/WSC.2009.5429687"},{"key":"14_CR6","unstructured":"Evolved\u00a0Analytics\u00a0LLC (2011) DataModeler Release 8.0 Documentation. Evolved Analytics LLC - www.evolved-analytics.com"},{"issue":"7056","key":"14_CR7","doi-asserted-by":"crossref","first-page":"209","DOI":"10.1038\/nature04017","volume":"437","author":"N Ferguson","year":"2005","unstructured":"Ferguson N, Cummings D, Cauchemez S, Fraser C, Riley S, Meeyai A, Iamsirithaworn S, Burke D (2005) Strategies for containing an emerging influenza pandemic in Southeast Asia. Nature 437(7056):209\u2013214","journal-title":"Nature"},{"issue":"7101","key":"14_CR8","doi-asserted-by":"crossref","first-page":"448","DOI":"10.1038\/nature04795","volume":"442","author":"N Ferguson","year":"2006","unstructured":"Ferguson N, Cummings D, Fraser C, Cajka J, Cooley P, Burke D (2006) Strategies for mitigating an influenza pandemic. Nature 442(7101):448\u2013452","journal-title":"Nature"},{"issue":"15","key":"14_CR9","doi-asserted-by":"crossref","first-page":"5935","DOI":"10.1073\/pnas.0601266103","volume":"103","author":"T Germann","year":"2006","unstructured":"Germann T, Kadau K, Longini Jr I, Macken C (2006) Mitigation strategies for pandemic influenza in the United States. PNAS 103(15):5935\u20135940","journal-title":"PNAS"},{"issue":"12","key":"14_CR10","doi-asserted-by":"crossref","first-page":"4639","DOI":"10.1073\/pnas.0706849105","volume":"105","author":"M Halloran","year":"2008","unstructured":"Halloran M, Ferguson N, Eubank S, Longini I, Cummings D, Lewis B, Xu S, Fraser C, Vullikanti A, Germann T, et al (2008) Modeling targeted layered containment of an influenza pandemic in the United States. PNAS 105(12):4639\u20134644","journal-title":"PNAS"},{"key":"14_CR11","volume-title":"Space-filling Latin hypercube designs for computer experiments","author":"B Husslage","year":"2006","unstructured":"Husslage B, Rennen G, Van Dam ER, Den Hertog D (2006) Space-filling Latin hypercube designs for computer experiments. Tilburg University"},{"key":"14_CR12","unstructured":"Kordon AK, Smits GF (2001) Soft sensor development using genetic programming. In: Spector L, Goodman ED, Wu A, Langdon WB, Voigt HM, Gen M, Sen S, Dorigo M, Pezeshk S, Garzon MH, Burke E (eds) Proceedings of the genetic and evolutionary computation conference (GECCO-2001), Morgan Kaufmann, San Francisco, California, pp 1346\u20131351. http:\/\/www.cs.bham.ac.uk\/~wbl\/biblio\/gecco2001\/d24.pdf"},{"key":"14_CR13","doi-asserted-by":"crossref","unstructured":"Kordon AK (2012) Applying intelligent systems in industry: a realistic overview. In proceedings of the 6th IEEE international conference intelligent systems. http:\/\/ieeexplore.ieee.org\/xpl\/articleDetails.jsp?tp=&arnumber=6335108","DOI":"10.1109\/IS.2012.6335108"},{"key":"14_CR14","doi-asserted-by":"crossref","unstructured":"Kordon AK (2014) Applying genetic programming in business forecasting. Genetic programming theory and practice XI. http:\/\/link.springer.com\/chapter\/10.1007\/978-1-4939-0375-7_6","DOI":"10.1007\/978-1-4939-0375-7_6"},{"key":"14_CR15","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1016\/0020-7101(93)90017-Z","volume":"32","author":"J Ma","year":"1993","unstructured":"Ma J, Ackerman E, Yang J (1993) Parameter sensitivity of a model or viral epidemics simulated with Monte Carlo techniques. I. illness attack rates. Int J Biomed Comput 32:237\u2013253","journal-title":"Int J Biomed Comput"},{"issue":"13","key":"14_CR16","doi-asserted-by":"crossref","first-page":"1540","DOI":"10.1016\/j.vaccine.2004.09.025","volume":"23","author":"P Piedra","year":"2005","unstructured":"Piedra P, Gaglani M, Kozinetz C, Herschler G, Riggs M, Griffith M, Fewlass C, Watts M, Hessel C, Cordova J, et al (2005) Herd immunity in adults against influenza-related illnesses with use of the trivalent-live attenuated influenza vaccine (CAIV-T) in children. Vaccine 23(13):1540\u20131548","journal-title":"Vaccine"},{"key":"14_CR17","doi-asserted-by":"crossref","DOI":"10.1007\/978-1-4757-3799-8","volume-title":"The design and analysis of computer experiments","author":"TJ Santner","year":"2003","unstructured":"Santner TJ, Williams BJ, Notz WI (2003) The design and analysis of computer experiments. Springer, New York"},{"key":"14_CR18","doi-asserted-by":"publisher","unstructured":"Smits G, Kotanchek M (2004) Pareto-front exploitation in symbolic regression, Chap. 17 In: O\u2019Reilly UM, Yu T, Riolo RL, Worzel B (eds) Genetic programming theory and practice II. Springer, Ann Arbor, pp 283\u2013299. doi: 10.1007\/0-387-23254-0_17","DOI":"10.1007\/0-387-23254-0_17"},{"key":"14_CR19","unstructured":"Smits G, Vladislavleva E (2008) Trustable symbolic regression models: using ensembles interval arithmetic and pareto fronts to develop robust and trust aware models. In: Dow Benelux BV, Terneuzen (eds) Tilburg University, Tilburg, the Netherlands. Evolved-Analytics, LLC, Midland, MI, USA http:\/\/link.springer.com\/chapter\/10.1007{%}2F978-0-387-76308-8_12"},{"key":"14_CR20","doi-asserted-by":"crossref","unstructured":"Stijven S, Minnebo W, Vladislavleva K (2011) Separating the wheat from the chaff: on feature selection and feature importance in regression random forests and symbolic regression. In: Proceedings of the 13th annual conference companion on genetic and evolutionary computation, Dublin, GECCO \u201911, pp 623\u2013630","DOI":"10.1145\/2001858.2002059"},{"key":"14_CR21","unstructured":"Trustable symbolic regression models: using ensembles, interval arithmetic and pareto fronts to develop robust and trust-aware models"},{"key":"14_CR22","unstructured":"Vladislavleva E, Smits G, Kotanchek M (2008) Better solutions faster: soft evolution of robust regression models in pareto genetic programming. In: Dow Benelux BV, Terneuzen (eds) Tilburg University, Tilburg, the Netherlands. Evolved-Analytics, LLC, Midland, MI, USA http:\/\/link.springer.com\/chapter\/10.1007%2F978-0-387-76308-8_2"},{"key":"14_CR23","doi-asserted-by":"publisher","unstructured":"Willem L, Stijven S, Vladislavleva E, Broeckhove J, Beutels P, Hens N (2014) Active learning to understand infectious disease models and improve policy making. PLoS Comput Biol 10(4). doi: 10.1371\/journal.pcbi.1003563 . http:\/\/dx.doi.org\/10.1371\/journal.pcbi.1003563","DOI":"10.1371\/journal.pcbi.1003563"}],"container-title":["Genetic and Evolutionary Computation","Genetic Programming Theory and Practice XIII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-34223-8_14","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,16]],"date-time":"2019-09-16T16:13:14Z","timestamp":1568650394000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-34223-8_14"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319342214","9783319342238"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-34223-8_14","relation":{},"ISSN":["1932-0167"],"issn-type":[{"value":"1932-0167","type":"print"}],"subject":[],"published":{"date-parts":[[2016]]}}}