{"id":"https://openalex.org/W1988179385","doi":"https://doi.org/10.1016/j.ejor.2004.07.067","title":"Statistical fitting and validation of non-linear simulation metamodels: A case study","display_name":"Statistical fitting and validation of non-linear simulation metamodels: A case study","publication_year":2004,"publication_date":"2004-10-28","ids":{"openalex":"https://openalex.org/W1988179385","doi":"https://doi.org/10.1016/j.ejor.2004.07.067","mag":"1988179385"},"language":"en","primary_location":{"id":"doi:10.1016/j.ejor.2004.07.067","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ejor.2004.07.067","pdf_url":null,"source":{"id":"https://openalex.org/S103321696","display_name":"European Journal of Operational Research","issn_l":"0377-2217","issn":["0377-2217","1872-6860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Operational Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055855754","display_name":"M. Isabel Reis dos Santos","orcid":"https://orcid.org/0000-0002-9889-9426"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"M. Isabel Reis dos Santos","raw_affiliation_strings":["Department of Mathematics, Center for Management Studies, Technical University of Lisbon (IST), Av. Rovisco Pais, 1049-001 Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Center for Management Studies, Technical University of Lisbon (IST), Av. Rovisco Pais, 1049-001 Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058615639","display_name":"Ac\u00e1cio M. O. Porta Nova","orcid":"https://orcid.org/0000-0001-6625-7069"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Ac\u00e1cio M.O. Porta Nova","raw_affiliation_strings":["Department of Engineering and Management, Center for Management Studies, Technical University of Lisbon (IST), Av. Rovisco Pais, 1049-001 Lisboa, Portugal"],"affiliations":[{"raw_affiliation_string":"Department of Engineering and Management, Center for Management Studies, Technical University of Lisbon (IST), Av. Rovisco Pais, 1049-001 Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055855754"],"corresponding_institution_ids":["https://openalex.org/I141596103"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":1.2024,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.83071849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"171","issue":"1","first_page":"53","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12093","display_name":"Greenhouse Technology and Climate Control","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12161","display_name":"Plant Surface Properties and Treatments","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.8920584917068481},{"id":"https://openalex.org/keywords/polynomial-regression","display_name":"Polynomial regression","score":0.6686212420463562},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6550878286361694},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.6065887808799744},{"id":"https://openalex.org/keywords/proper-linear-model","display_name":"Proper linear model","score":0.5693364143371582},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5505998134613037},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.5398925542831421},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.5388140082359314},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.43248608708381653},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4323945641517639},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4275647699832916},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.42469972372055054},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.42055055499076843},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36468276381492615},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33271002769470215},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24282070994377136},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.2238360345363617}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8920584917068481},{"id":"https://openalex.org/C120068334","wikidata":"https://www.wikidata.org/wiki/Q45343","display_name":"Polynomial regression","level":3,"score":0.6686212420463562},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6550878286361694},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.6065887808799744},{"id":"https://openalex.org/C32224588","wikidata":"https://www.wikidata.org/wiki/Q7250175","display_name":"Proper linear model","level":4,"score":0.5693364143371582},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5505998134613037},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.5398925542831421},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.5388140082359314},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.43248608708381653},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4323945641517639},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4275647699832916},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.42469972372055054},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.42055055499076843},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36468276381492615},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33271002769470215},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24282070994377136},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2238360345363617},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.ejor.2004.07.067","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ejor.2004.07.067","pdf_url":null,"source":{"id":"https://openalex.org/S103321696","display_name":"European Journal of Operational Research","issn_l":"0377-2217","issn":["0377-2217","1872-6860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"European Journal of Operational Research","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","display_name":"No poverty","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1506425194","https://openalex.org/W1529267578","https://openalex.org/W1583865258","https://openalex.org/W1964918339","https://openalex.org/W1991920230","https://openalex.org/W2008442942","https://openalex.org/W2024480812","https://openalex.org/W2029631687","https://openalex.org/W2047909994","https://openalex.org/W2050583934","https://openalex.org/W2052680997","https://openalex.org/W2058824221","https://openalex.org/W2070902044","https://openalex.org/W2072398934","https://openalex.org/W2074437904","https://openalex.org/W2081286943","https://openalex.org/W2090292153","https://openalex.org/W2118338956","https://openalex.org/W2124145568","https://openalex.org/W2147922634","https://openalex.org/W2163508462","https://openalex.org/W2167342507","https://openalex.org/W2293342701","https://openalex.org/W2796901959","https://openalex.org/W3124502797","https://openalex.org/W4244773476","https://openalex.org/W4247222564","https://openalex.org/W4254114241","https://openalex.org/W4301018427"],"related_works":["https://openalex.org/W3093365844","https://openalex.org/W4311364185","https://openalex.org/W3118299338","https://openalex.org/W4309298396","https://openalex.org/W267133670","https://openalex.org/W2359727656","https://openalex.org/W2023948527","https://openalex.org/W63065332","https://openalex.org/W1572348857","https://openalex.org/W2356254167"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
