{"id":"https://openalex.org/W1974894982","doi":"https://doi.org/10.1145/1569901.1570006","title":"Bayesian network structure learning using cooperative coevolution","display_name":"Bayesian network structure learning using cooperative coevolution","publication_year":2009,"publication_date":"2009-07-08","ids":{"openalex":"https://openalex.org/W1974894982","doi":"https://doi.org/10.1145/1569901.1570006","mag":"1974894982"},"language":"en","primary_location":{"id":"doi:10.1145/1569901.1570006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-01295304/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5111546338","display_name":"Olivier Barri\u00e0re","orcid":null},"institutions":[{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]},{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Olivier Barri\u00e0re","raw_affiliation_strings":["INRIA, Saclay, France","INRIA Saclay, France#TAB#"],"affiliations":[{"raw_affiliation_string":"INRIA, Saclay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"INRIA Saclay, France#TAB#","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003032765","display_name":"\u00c9velyne Lutton","orcid":"https://orcid.org/0000-0003-0889-4427"},"institutions":[{"id":"https://openalex.org/I4210126360","display_name":"Inria Saclay - \u00cele de France","ror":"https://ror.org/0315e5x55","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"]},{"id":"https://openalex.org/I1326498283","display_name":"Institut national de recherche en informatique et en automatique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1326498283"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Evelyne Lutton","raw_affiliation_strings":["INRIA, Saclay, France","INRIA Saclay, France#TAB#"],"affiliations":[{"raw_affiliation_string":"INRIA, Saclay, France","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]},{"raw_affiliation_string":"INRIA Saclay, France#TAB#","institution_ids":["https://openalex.org/I4210126360","https://openalex.org/I1326498283"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013543532","display_name":"Pierre-Henri Wuillemin","orcid":"https://orcid.org/0000-0003-3691-4886"},"institutions":[{"id":"https://openalex.org/I4210159731","display_name":"Laboratoire de Recherche en Informatique de Paris 6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Pierre-Henri Wuillemin","raw_affiliation_strings":["LIP6, Paris, France"],"affiliations":[{"raw_affiliation_string":"LIP6, Paris, France","institution_ids":["https://openalex.org/I4210159731"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111546338"],"corresponding_institution_ids":["https://openalex.org/I1326498283","https://openalex.org/I4210126360"],"apc_list":null,"apc_paid":null,"fwci":2.2647,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.8905764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"755","last_page":"762"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9998000264167786,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9150999784469604,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6335304975509644},{"id":"https://openalex.org/keywords/independence","display_name":"Independence (probability theory)","score":0.6177684664726257},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6113470792770386},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5175406336784363},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4951380789279938},{"id":"https://openalex.org/keywords/coevolution","display_name":"Coevolution","score":0.45618242025375366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4555048942565918},{"id":"https://openalex.org/keywords/directed-acyclic-graph","display_name":"Directed acyclic graph","score":0.44512295722961426},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4324001967906952},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4317500591278076},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.36218103766441345},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34159815311431885},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.30836939811706543},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19170957803726196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6335304975509644},{"id":"https://openalex.org/C35651441","wikidata":"https://www.wikidata.org/wiki/Q625303","display_name":"Independence (probability theory)","level":2,"score":0.6177684664726257},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6113470792770386},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5175406336784363},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4951380789279938},{"id":"https://openalex.org/C33009525","wikidata":"https://www.wikidata.org/wiki/Q208841","display_name":"Coevolution","level":2,"score":0.45618242025375366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4555048942565918},{"id":"https://openalex.org/C74197172","wikidata":"https://www.wikidata.org/wiki/Q1195339","display_name":"Directed acyclic graph","level":2,"score":0.44512295722961426},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4324001967906952},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4317500591278076},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.36218103766441345},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34159815311431885},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30836939811706543},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19170957803726196},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1569901.1570006","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1569901.1570006","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 11th Annual conference on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01295304v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01295304","pdf_url":"https://hal.science/hal-01295304/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Genetic and Evolutionary Computation Conference 09, Jul 2009, Montr\u00e9al, Canada. pp.755-762, ⟨10.1145/1569901.1570006⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-01295304v1","is_oa":true,"landing_page_url":"https://hal.science/hal-01295304","pdf_url":"https://hal.science/hal-01295304/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Genetic and Evolutionary Computation Conference 09, Jul 2009, Montr\u00e9al, Canada. pp.755-762, ⟨10.1145/1569901.1570006⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W1974894982.pdf"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W69257054","https://openalex.org/W243424403","https://openalex.org/W1490378727","https://openalex.org/W1507684149","https://openalex.org/W1523680690","https://openalex.org/W1524326598","https://openalex.org/W1540241637","https://openalex.org/W1572960541","https://openalex.org/W1579596986","https://openalex.org/W1587150650","https://openalex.org/W1781639388","https://openalex.org/W1801737117","https://openalex.org/W2008906462","https://openalex.org/W2028649382","https://openalex.org/W2076753758","https://openalex.org/W2079136961","https://openalex.org/W2099900459","https://openalex.org/W2107359198","https://openalex.org/W2126926002","https://openalex.org/W2129046665","https://openalex.org/W2161632986","https://openalex.org/W2163166770","https://openalex.org/W2170653744","https://openalex.org/W2271473378","https://openalex.org/W2472823714","https://openalex.org/W2611370172","https://openalex.org/W2974701791","https://openalex.org/W2979006918","https://openalex.org/W4285719527","https://openalex.org/W4302423442","https://openalex.org/W6638044637","https://openalex.org/W6669791552","https://openalex.org/W6768650569"],"related_works":["https://openalex.org/W3144412313","https://openalex.org/W2634235285","https://openalex.org/W2492504662","https://openalex.org/W2122994901","https://openalex.org/W2942642331","https://openalex.org/W200599908","https://openalex.org/W1505105018","https://openalex.org/W1750699579","https://openalex.org/W1492817421","https://openalex.org/W1511983606"],"abstract_inverted_index":{"We":[0],"propose":[1],"a":[2,68,78,90,142,167],"cooperative-coevolution":[3],"-":[4,7],"Parisian":[5,13,44],"trend":[6],"algorithm,":[8,126,144],"IMPEA":[9],"(Independence":[10],"Model":[11],"based":[12,25],"EA),":[14],"to":[15,40,51,60,113,132,175],"the":[16,38,52,81,101,110,115,151,156],"problem":[17,103,117],"of":[18,32,37,54,67,80,100,104,118,158],"Bayesian":[19,91,105],"networks":[20],"structure":[21,53,107],"estimation.":[22],"It":[23],"is":[24,47,88,173],"on":[26,146],"an":[27,34,62,74,85,124],"intermediate":[28,56],"stage":[29],"which":[30,127,160,172],"consists":[31],"evaluating":[33],"independence":[35,63,75,82,86],"model":[36,64,87],"data":[39],"be":[41,94],"modelled.":[42],"The":[43],"cooperative":[45],"coevolution":[46],"particularly":[48],"well":[49],"suited":[50],"this":[55],"problem,":[57],"and":[58,135,171],"allows":[59],"represent":[61],"with":[65,141],"help":[66],"whole":[69],"population,":[70],"each":[71],"individual":[72],"being":[73],"statement,":[76],"i.e.":[77],"component":[79],"model.":[83],"Once":[84],"estimated,":[89],"network":[92,106],"can":[93],"built.":[95],"This":[96],"two":[97,147],"level":[98],"resolution":[99],"complex":[102,178],"estimation":[108],"has":[109],"major":[111],"advantage":[112],"avoid":[114],"difficult":[116],"direct":[119],"acyclic":[120],"graph":[121],"representation":[122],"within":[123],"evolutionary":[125],"causes":[128],"many":[129],"troubles":[130],"related":[131],"constraints":[133],"handling":[134],"slows":[136],"down":[137],"algorithms.":[138],"Comparative":[139],"results":[140,163],"deterministic":[143],"PC,":[145],"test":[148],"cases":[149],"(including":[150],"Insurance":[152],"BN":[153],"benchmark),":[154],"prove":[155],"efficiency":[157],"IMPEA,":[159],"provides":[161],"better":[162],"than":[164,180],"PC":[165],"in":[166],"comparable":[168],"computation":[169],"time,":[170],"able":[174],"tackle":[176],"more":[177],"issues":[179],"PC.":[181]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":3},{"year":2012,"cited_by_count":3}],"updated_date":"2026-03-11T14:59:36.786465","created_date":"2016-06-24T00:00:00"}