{"id":"https://openalex.org/W3181822374","doi":"https://doi.org/10.1145/3449726.3459507","title":"On the exploitation of neuroevolutionary information","display_name":"On the exploitation of neuroevolutionary information","publication_year":2021,"publication_date":"2021-07-07","ids":{"openalex":"https://openalex.org/W3181822374","doi":"https://doi.org/10.1145/3449726.3459507","mag":"3181822374"},"language":"en","primary_location":{"id":"doi:10.1145/3449726.3459507","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3449726.3459507","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},"type":"conference-paper","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/A5055881376","display_name":"Unai Garciarena","orcid":"https://orcid.org/0000-0003-2425-8340"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Unai Garciarena","raw_affiliation_strings":["University of the Basque Country, Donostia-San Sebastian, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Basque Country, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090202770","display_name":"Nuno Louren\u00e7o","orcid":"https://orcid.org/0000-0002-2154-0642"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nuno Louren\u00e7o","raw_affiliation_strings":["CISUC, Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISUC, Coimbra, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035863026","display_name":"Penousal Machado","orcid":"https://orcid.org/0000-0002-6308-6484"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Penousal Machado","raw_affiliation_strings":["CISUC, Coimbra, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CISUC, Coimbra, Portugal","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034080501","display_name":"Roberto Santana","orcid":"https://orcid.org/0000-0002-1005-8535"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Santana","raw_affiliation_strings":["University of the Basque Country, Donostia-San Sebastian, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Basque Country, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051966806","display_name":"Alexander Mendiburu","orcid":"https://orcid.org/0000-0002-7271-1931"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alexander Mendiburu","raw_affiliation_strings":["University of the Basque Country, Donostia-San Sebastian, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Basque Country, Donostia-San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"279","last_page":"280"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9848999977111816,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9848999977111816,"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"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9782000184059143,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T10320","display_name":"Neural Networks and Applications","score":0.977400004863739,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.8305084705352783},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7283971309661865},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.67112797498703},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.6065551042556763},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.49968981742858887},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.48957380652427673},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.462515264749527},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4315207898616791},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4196927845478058},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39414358139038086},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3619420528411865},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.23595339059829712},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.1348661482334137},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08988398313522339}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8305084705352783},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7283971309661865},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.67112797498703},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.6065551042556763},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.49968981742858887},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.48957380652427673},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.462515264749527},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4315207898616791},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4196927845478058},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39414358139038086},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3619420528411865},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.23595339059829712},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.1348661482334137},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08988398313522339},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3449726.3459507","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3449726.3459507","pdf_url":null,"source":{"id":"https://openalex.org/S4363608771","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1505368219","https://openalex.org/W2099471712","https://openalex.org/W2150046657","https://openalex.org/W2161369142","https://openalex.org/W2212660284","https://openalex.org/W2750384547","https://openalex.org/W2938117228","https://openalex.org/W3087524380","https://openalex.org/W3103321712","https://openalex.org/W4232344051","https://openalex.org/W6688325169"],"related_works":["https://openalex.org/W2080167534","https://openalex.org/W3146440365","https://openalex.org/W2011315860","https://openalex.org/W2130588191","https://openalex.org/W2140792736","https://openalex.org/W2280241695","https://openalex.org/W4239214709","https://openalex.org/W2222291329","https://openalex.org/W4231268542","https://openalex.org/W2381102509"],"abstract_inverted_index":{"The":[0,61],"final":[1],"outcome":[2],"of":[3,19],"neuroevolutionary":[4,42,82],"processes":[5],"commonly":[6],"is":[7,30,63,77],"the":[8,13,66],"best":[9,67],"structure":[10],"found":[11,68],"during":[12],"search,":[14],"and":[15,44,75],"a":[16,49],"good":[17],"amount":[18],"residual":[20],"information":[21,40],"from":[22,41,65],"which":[23],"valuable":[24],"knowledge":[25],"that":[26,37,53],"can":[27],"be":[28],"extracted":[29],"usually":[31],"omitted.":[32],"We":[33],"propose":[34],"an":[35],"approach":[36],"extracts":[38],"this":[39],"runs,":[43],"use":[45],"it":[46,76],"to":[47,79],"build":[48],"Bayesian":[50],"network-based":[51],"metamodel":[52,62],"could":[54],"positively":[55],"impact":[56],"future":[57],"neural":[58],"architecture":[59],"searches.":[60,83],"learned":[64],"solutions":[69],"in":[70],"previous":[71],"GAN":[72],"structural":[73],"searches":[74],"used":[78],"improve":[80],"subsequent":[81]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}