{"id":"https://openalex.org/W3011368646","doi":"https://doi.org/10.3233/ica-200619","title":"EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search","display_name":"EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search","publication_year":2020,"publication_date":"2020-03-17","ids":{"openalex":"https://openalex.org/W3011368646","doi":"https://doi.org/10.3233/ica-200619","mag":"3011368646"},"language":"en","primary_location":{"id":"doi:10.3233/ica-200619","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-200619","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2301.06047","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066651833","display_name":"Francisco Charte","orcid":"https://orcid.org/0000-0002-3083-8942"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Francisco Charte","raw_affiliation_strings":["Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032030004","display_name":"Antonio J. Rivera","orcid":"https://orcid.org/0000-0002-1062-3127"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Antonio J. Rivera","raw_affiliation_strings":["Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059638890","display_name":"Francisco Mart\u00ednez","orcid":"https://orcid.org/0000-0002-5206-1898"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Mart\u00ednez","raw_affiliation_strings":["Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024660179","display_name":"Mar\u00eda Jos\u00e9 del Jes\u00fas","orcid":"https://orcid.org/0000-0002-7891-3059"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda J. del Jesus","raw_affiliation_strings":["Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science Department, A3-241 Universidad de Ja\u00e9n, Campus Las Lagunillas, 23071 Ja\u00e9n, Spain","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066651833"],"corresponding_institution_ids":["https://openalex.org/I191420491"],"apc_list":null,"apc_paid":null,"fwci":1.1734,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.83172044,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"27","issue":"3","first_page":"211","last_page":"231"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"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/T10320","display_name":"Neural Networks and Applications","score":0.9993000030517578,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9986000061035156,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9959999918937683,"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/autoencoder","display_name":"Autoencoder","score":0.8945908546447754},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7332007884979248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7110801339149475},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.6539802551269531},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6411783695220947},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6288958787918091},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6171492338180542},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5496476888656616},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5363541841506958},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5236539840698242},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.5130437612533569},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.48291370272636414},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.46079641580581665},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4548940062522888},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36260920763015747},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.34642964601516724},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3237188458442688}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8945908546447754},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7332007884979248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7110801339149475},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.6539802551269531},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6411783695220947},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6288958787918091},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6171492338180542},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5496476888656616},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5363541841506958},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5236539840698242},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.5130437612533569},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.48291370272636414},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.46079641580581665},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4548940062522888},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36260920763015747},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.34642964601516724},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3237188458442688},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3233/ica-200619","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-200619","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2301.06047","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.06047","pdf_url":"https://arxiv.org/pdf/2301.06047","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:ruja.ujaen.es:10953/6170","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ICA-200619","pdf_url":null,"source":{"id":"https://openalex.org/S4306402241","display_name":"RUJA. Institutional Repository of Scientific Production of the University of Ja\u00e9n (University of Ja\u00e9n)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I191420491","host_organization_name":"Universidad de Ja\u00e9n","host_organization_lineage":["https://openalex.org/I191420491"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2301.06047","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2301.06047","pdf_url":"https://arxiv.org/pdf/2301.06047","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011368646.pdf","grobid_xml":"https://content.openalex.org/works/W3011368646.grobid-xml"},"referenced_works_count":125,"referenced_works":["https://openalex.org/W23797105","https://openalex.org/W25941918","https://openalex.org/W76162486","https://openalex.org/W82869218","https://openalex.org/W151192688","https://openalex.org/W327991062","https://openalex.org/W574780178","https://openalex.org/W575847903","https://openalex.org/W1495061682","https://openalex.org/W1498436455","https://openalex.org/W1505943987","https://openalex.org/W1530053130","https://openalex.org/W1532029644","https://openalex.org/W1532693829","https://openalex.org/W1559585589","https://openalex.org/W1595159159","https://openalex.org/W1601624891","https://openalex.org/W1663973292","https://openalex.org/W1667652561","https://openalex.org/W1742512077","https://openalex.org/W1879678483","https://openalex.org/W1960210438","https://openalex.org/W1976990135","https://openalex.org/W1986490585","https://openalex.org/W1989353689","https://openalex.org/W1994616650","https://openalex.org/W1997136459","https://openalex.org/W2004617458","https://openalex.org/W2007339694","https://openalex.org/W2009308375","https://openalex.org/W2016939324","https://openalex.org/W2019955797","https://openalex.org/W2020009149","https://openalex.org/W2021061679","https://openalex.org/W2025768430","https://openalex.org/W2026869578","https://openalex.org/W2037380487","https://openalex.org/W2039568841","https://openalex.org/W2039708501","https://openalex.org/W2045049630","https://openalex.org/W2052570068","https://openalex.org/W2071128523","https://openalex.org/W2073808436","https://openalex.org/W2088424609","https://openalex.org/W2100495367","https://openalex.org/W2105183740","https://openalex.org/W2106371135","https://openalex.org/W2114367267","https://openalex.org/W2115937354","https://openalex.org/W2127979711","https://openalex.org/W2128804044","https://openalex.org/W2134743523","https://openalex.org/W2139776446","https://openalex.org/W2140095548","https://openalex.org/W2146337213","https://openalex.org/W2154053567","https://openalex.org/W2161336914","https://openalex.org/W2163922914","https://openalex.org/W2166843422","https://openalex.org/W2169424704","https://openalex.org/W2171658832","https://openalex.org/W2180748755","https://openalex.org/W2182361439","https://openalex.org/W2208339373","https://openalex.org/W2235345444","https://openalex.org/W2250904038","https://openalex.org/W2325018647","https://openalex.org/W2405774341","https://openalex.org/W2543580944","https://openalex.org/W2557283755","https://openalex.org/W2564379273","https://openalex.org/W2742972629","https://openalex.org/W2750384547","https://openalex.org/W2778685442","https://openalex.org/W2790407631","https://openalex.org/W2797887770","https://openalex.org/W2809262055","https://openalex.org/W2899743487","https://openalex.org/W2900708792","https://openalex.org/W2901408390","https://openalex.org/W2902965010","https://openalex.org/W2903155537","https://openalex.org/W2906697496","https://openalex.org/W2908667960","https://openalex.org/W2919115771","https://openalex.org/W2920633487","https://openalex.org/W2921123438","https://openalex.org/W2924148359","https://openalex.org/W2944062332","https://openalex.org/W2944397195","https://openalex.org/W2946369859","https://openalex.org/W2951245151","https://openalex.org/W2953384591","https://openalex.org/W2955563491","https://openalex.org/W2959559075","https://openalex.org/W2960163272","https://openalex.org/W2964024268","https://openalex.org/W2964300371","https://openalex.org/W2977748703","https://openalex.org/W2997574889","https://openalex.org/W3009948084","https://openalex.org/W3099972404","https://openalex.org/W3102094077","https://openalex.org/W3103592215","https://openalex.org/W3112073073","https://openalex.org/W3118608800","https://openalex.org/W4210580908","https://openalex.org/W4212863985","https://openalex.org/W4230614246","https://openalex.org/W4235765578","https://openalex.org/W4238805501","https://openalex.org/W4247086174","https://openalex.org/W4302296459","https://openalex.org/W4378009855","https://openalex.org/W6606169240","https://openalex.org/W6629815555","https://openalex.org/W6641277922","https://openalex.org/W6663627467","https://openalex.org/W6681096077","https://openalex.org/W6681686951","https://openalex.org/W6685961532","https://openalex.org/W6713134421","https://openalex.org/W6713658392","https://openalex.org/W6785334390","https://openalex.org/W6787699512"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2145836866","https://openalex.org/W2803255133","https://openalex.org/W2909431601"],"abstract_inverted_index":{"Machine":[0],"learning":[1],"models":[2],"work":[3],"better":[4,115],"when":[5],"curated":[6],"features":[7],"are":[8],"provided":[9],"to":[10,23,46,113,118],"them.":[11],"Feature":[12],"engineering":[13,57],"methods":[14],"have":[15,42],"been":[16,43],"usually":[17],"used":[18,45],"as":[19],"a":[20,27,69,72,126,130],"preprocessing":[21],"step":[22],"obtain":[24],"or":[25],"build":[26],"proper":[28],"feature":[29,56],"set.":[30],"In":[31],"late":[32],"years,":[33],"autoencoders":[34,66],"(a":[35],"specific":[36],"type":[37],"of":[38,65,110,121],"symmetrical":[39,82],"neural":[40],"network)":[41],"widely":[44],"pe":[47],"rform":[48],"representation":[49],"learning,":[50],"proving":[51],"their":[52],"competitiveness":[53],"against":[54,99],"classical":[55],"algorithms.":[58],"The":[59,95,104],"main":[60],"obstacle":[61],"in":[62,92,125,129],"the":[63,108,122],"use":[64],"is":[67,90,97],"finding":[68],"good":[70],"architecture,":[71],"process":[73],"that":[74],"most":[75,120],"experts":[76],"confront":[77],"manually.":[78],"An":[79],"automated":[80],"autoencoder":[81],"architecture":[83],"search":[84],"procedure,":[85],"based":[86],"on":[87],"evolutionary":[88],"methods,":[89],"proposed":[91],"this":[93,111],"paper.":[94],"methodology":[96],"tested":[98],"nine":[100],"heterogeneous":[101],"data":[102],"sets.":[103],"obtained":[105],"results":[106],"show":[107],"ability":[109],"approach":[112],"find":[114],"architectures,":[116],"able":[117],"concentrate":[119],"useful":[123],"information":[124],"minimized":[127],"encoding,":[128],"reduced":[131],"time.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-23T06:36:01.041984","created_date":"2020-03-23T00:00:00"}
