{"id":"https://openalex.org/W4405999759","doi":"https://doi.org/10.1177/00375497241305832","title":"An intelligent model selection method based on graph representation learning","display_name":"An intelligent model selection method based on graph representation learning","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4405999759","doi":"https://doi.org/10.1177/00375497241305832"},"language":"en","primary_location":{"id":"doi:10.1177/00375497241305832","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497241305832","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","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/A5012161317","display_name":"Fan Yang","orcid":"https://orcid.org/0009-0001-5828-198X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Yang","raw_affiliation_strings":["Control and Simulation Center, Harbin Institute of Technology, China","National Key Laboratory of Complex System Modeling and Simulation, China"],"affiliations":[{"raw_affiliation_string":"Control and Simulation Center, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"National Key Laboratory of Complex System Modeling and Simulation, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114108724","display_name":"Ping Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Ma","raw_affiliation_strings":["Control and Simulation Center, Harbin Institute of Technology, China","National Key Laboratory of Complex System Modeling and Simulation, China"],"affiliations":[{"raw_affiliation_string":"Control and Simulation Center, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"National Key Laboratory of Complex System Modeling and Simulation, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100317952","display_name":"Wei Li","orcid":"https://orcid.org/0000-0001-5093-6163"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Li","raw_affiliation_strings":["Control and Simulation Center, Harbin Institute of Technology, China","National Key Laboratory of Complex System Modeling and Simulation, China"],"affiliations":[{"raw_affiliation_string":"Control and Simulation Center, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"National Key Laboratory of Complex System Modeling and Simulation, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100635425","display_name":"Ming Yang","orcid":"https://orcid.org/0000-0001-9873-9839"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Yang","raw_affiliation_strings":["Control and Simulation Center, Harbin Institute of Technology, China","National Key Laboratory of Complex System Modeling and Simulation, China"],"affiliations":[{"raw_affiliation_string":"Control and Simulation Center, Harbin Institute of Technology, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"National Key Laboratory of Complex System Modeling and Simulation, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100317952"],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":1.2784,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75997551,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"101","issue":"4","first_page":"493","last_page":"505"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7080714702606201},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.56673264503479},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5595107674598694},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5275806188583374},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5176792144775391},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46366313099861145},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34762123227119446}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7080714702606201},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.56673264503479},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5595107674598694},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5275806188583374},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5176792144775391},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46366313099861145},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34762123227119446},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/00375497241305832","is_oa":false,"landing_page_url":"https://doi.org/10.1177/00375497241305832","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2003270931","https://openalex.org/W2006646053","https://openalex.org/W2048325973","https://openalex.org/W2164768649","https://openalex.org/W2241862190","https://openalex.org/W2357272999","https://openalex.org/W2567961499","https://openalex.org/W2604314403","https://openalex.org/W2608702473","https://openalex.org/W2755092149","https://openalex.org/W2788919350","https://openalex.org/W2885207639","https://openalex.org/W2913327674","https://openalex.org/W2951659295","https://openalex.org/W2955202322","https://openalex.org/W3004902629","https://openalex.org/W3140281130","https://openalex.org/W3165776951","https://openalex.org/W4223632447","https://openalex.org/W4225284516","https://openalex.org/W4226395486","https://openalex.org/W4253887561","https://openalex.org/W4254942564","https://openalex.org/W4255817855","https://openalex.org/W4307717106","https://openalex.org/W4386938033","https://openalex.org/W4388499306","https://openalex.org/W6680222268","https://openalex.org/W7071364070"],"related_works":["https://openalex.org/W2062195135","https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2795079307","https://openalex.org/W2961085424","https://openalex.org/W2793058541"],"abstract_inverted_index":{"To":[0,40],"select":[1],"the":[2,30,42,45,48,65,91,100,110,114,123,127,134],"most":[3,115],"credible":[4,116],"simulation":[5,117],"model":[6,17,31,41,118,141],"among":[7,97],"multiple":[8],"alternatives":[9],"with":[10],"dynamic":[11,94],"and":[12,79,93,140],"correlated":[13],"outputs,":[14],"an":[15,146],"intelligent":[16],"selection":[18,32,142],"method":[19,136],"based":[20,63,121],"on":[21,64,122,149],"graph":[22,70,84],"representation":[23],"learning":[24],"(GRL)":[25],"is":[26,119,143],"proposed,":[27],"which":[28,89],"treats":[29],"problem":[33],"as":[34,105],"a":[35,60,154],"reference":[36,103,129],"data":[37,50,81,104],"categorization":[38,101],"problem.":[39],"correlations":[43],"between":[44],"output":[46],"variables,":[47,98],"evaluation":[49,80],"are":[51,74],"initially":[52],"transformed":[53],"from":[54,107],"their":[55],"traditional":[56],"two-dimensional":[57],"format":[58,62],"into":[59],"graph-structured":[61],"distance":[66],"correlation":[67],"coefficients.":[68],"Then,":[69],"isomorphism":[71],"networks":[72],"(GINs)":[73],"employed":[75],"to":[76],"achieve":[77],"GRL":[78],"classification.":[82],"The":[83,131],"embeddings":[85],"produced":[86],"by":[87],"GRL,":[88],"represent":[90],"interdependencies":[92],"evolutionary":[95],"patterns":[96],"enable":[99],"of":[102,109,126,133,153],"originating":[106],"one":[108],"alternative":[111],"models.":[112],"Finally,":[113],"determined":[120],"category":[124],"probabilities":[125],"multisample":[128],"data.":[130],"effectiveness":[132],"proposed":[135],"in":[137],"feature":[138],"extraction":[139],"demonstrated":[144],"through":[145],"application":[147],"example":[148],"aerodynamic":[150],"parameter":[151],"models":[152],"flight":[155],"vehicle.":[156]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
