{"id":"https://openalex.org/W2044551010","doi":"https://doi.org/10.1145/2001858.2002037","title":"Memetic evolutionary multi-objective neural network classifier to predict graft survival in liver transplant patients","display_name":"Memetic evolutionary multi-objective neural network classifier to predict graft survival in liver transplant patients","publication_year":2011,"publication_date":"2011-07-12","ids":{"openalex":"https://openalex.org/W2044551010","doi":"https://doi.org/10.1145/2001858.2002037","mag":"2044551010"},"language":"en","primary_location":{"id":"doi:10.1145/2001858.2002037","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2002037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10396/14526","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080862780","display_name":"M. Cruz-Ram\u00edrez","orcid":"https://orcid.org/0000-0002-4952-1101"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Manuel Cruz-Ram\u00edrez","raw_affiliation_strings":["University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050268688","display_name":"Juan Carlos Fern\u00e1ndez Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-8849-6036"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Juan Carlos Fern\u00e1ndez Caballero","raw_affiliation_strings":["University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032236580","display_name":"Francisco Fern\u00e1ndez\u2010Navarro","orcid":"https://orcid.org/0000-0002-5599-6170"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francisco Fern\u00e1ndez Navarro","raw_affiliation_strings":["University of C\u00f3rdoba, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112439371","display_name":"Javier Brice\u00f1o","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123675","display_name":"Hospital Universitario Reina Sof\u00eda","ror":"https://ror.org/02vtd2q19","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I158283456","https://openalex.org/I4210123675"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Javier Brice\u00f1o","raw_affiliation_strings":["Hospital Do\u00f1a Sof\u00eda, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital Do\u00f1a Sof\u00eda, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I4210123675"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111694880","display_name":"Manuel de la Mata","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123675","display_name":"Hospital Universitario Reina Sof\u00eda","ror":"https://ror.org/02vtd2q19","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I158283456","https://openalex.org/I4210123675"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel de la Mata","raw_affiliation_strings":["Hospital Do\u00f1a Sof\u00eda, C\u00f3rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Hospital Do\u00f1a Sof\u00eda, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I4210123675"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086980043","display_name":"C\u00e9sar Herv\u00e1s\u2010Mart\u00ednez","orcid":"https://orcid.org/0000-0003-4564-1816"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"C\u00e9sar Herv\u00e1s-Mart\u00ednez","raw_affiliation_strings":["University of C\u00f3rdoba, C\u00f3rdoboa, Spain"],"affiliations":[{"raw_affiliation_string":"University of C\u00f3rdoba, C\u00f3rdoboa, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080862780"],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":null,"apc_paid":null,"fwci":0.3996,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.65994056,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"479","last_page":"486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.8999999761581421,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6057010889053345},{"id":"https://openalex.org/keywords/liver-transplantation","display_name":"Liver transplantation","score":0.6029089689254761},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5996119976043701},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5245499610900879},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5204179883003235},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5079053044319153},{"id":"https://openalex.org/keywords/equity","display_name":"Equity (law)","score":0.5005905628204346},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.49993133544921875},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.45163094997406006},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4495644271373749},{"id":"https://openalex.org/keywords/transplantation","display_name":"Transplantation","score":0.4436618685722351},{"id":"https://openalex.org/keywords/transplant-surgery","display_name":"Transplant surgery","score":0.42384153604507446},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.29449546337127686},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.20857617259025574},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1415577232837677},{"id":"https://openalex.org/keywords/hepatology","display_name":"Hepatology","score":0.08476898074150085}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6057010889053345},{"id":"https://openalex.org/C2779609443","wikidata":"https://www.wikidata.org/wiki/Q1368191","display_name":"Liver transplantation","level":3,"score":0.6029089689254761},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5996119976043701},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5245499610900879},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5204179883003235},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5079053044319153},{"id":"https://openalex.org/C199728807","wikidata":"https://www.wikidata.org/wiki/Q2578557","display_name":"Equity (law)","level":2,"score":0.5005905628204346},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49993133544921875},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.45163094997406006},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4495644271373749},{"id":"https://openalex.org/C2911091166","wikidata":"https://www.wikidata.org/wiki/Q106419912","display_name":"Transplantation","level":2,"score":0.4436618685722351},{"id":"https://openalex.org/C2909339193","wikidata":"https://www.wikidata.org/wiki/Q105196","display_name":"Transplant surgery","level":3,"score":0.42384153604507446},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.29449546337127686},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.20857617259025574},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1415577232837677},{"id":"https://openalex.org/C41260117","wikidata":"https://www.wikidata.org/wiki/Q668064","display_name":"Hepatology","level":2,"score":0.08476898074150085},{"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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2001858.2002037","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2002037","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"},{"id":"pmh:oai:helvia.uco.es:10396/14526","is_oa":true,"landing_page_url":"http://hdl.handle.net/10396/14526","pdf_url":null,"source":{"id":"https://openalex.org/S4306401816","display_name":"Universidad de C\u00f3rdoba Insitutional Repository (Universidad de C\u00f3rdoba)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210163269","host_organization_name":"Universidad Paccioli de C\u00f3rdoba","host_organization_lineage":["https://openalex.org/I4210163269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/preprint"}],"best_oa_location":{"id":"pmh:oai:helvia.uco.es:10396/14526","is_oa":true,"landing_page_url":"http://hdl.handle.net/10396/14526","pdf_url":null,"source":{"id":"https://openalex.org/S4306401816","display_name":"Universidad de C\u00f3rdoba Insitutional Repository (Universidad de C\u00f3rdoba)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210163269","host_organization_name":"Universidad Paccioli de C\u00f3rdoba","host_organization_lineage":["https://openalex.org/I4210163269"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/preprint"},"sustainable_development_goals":[{"score":0.6499999761581421,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323737","display_name":"Ministerio de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W42649658","https://openalex.org/W1546235217","https://openalex.org/W1550605325","https://openalex.org/W1570448133","https://openalex.org/W1595159159","https://openalex.org/W1672197616","https://openalex.org/W1941746056","https://openalex.org/W1972374016","https://openalex.org/W2039797595","https://openalex.org/W2064236088","https://openalex.org/W2072295306","https://openalex.org/W2081808304","https://openalex.org/W2104065668","https://openalex.org/W2110175536","https://openalex.org/W2114354594","https://openalex.org/W2127218421","https://openalex.org/W2134371480","https://openalex.org/W2134493171","https://openalex.org/W2148174235","https://openalex.org/W2148711963","https://openalex.org/W2153635508","https://openalex.org/W2163757302","https://openalex.org/W2248846799","https://openalex.org/W2299467264","https://openalex.org/W2331782240","https://openalex.org/W2405100421","https://openalex.org/W2409174454","https://openalex.org/W2966207845","https://openalex.org/W3120421331"],"related_works":["https://openalex.org/W2010336970","https://openalex.org/W4205193211","https://openalex.org/W3034364924","https://openalex.org/W3196925172","https://openalex.org/W3091613133","https://openalex.org/W2102350580","https://openalex.org/W337252817","https://openalex.org/W2095999126","https://openalex.org/W2147204676","https://openalex.org/W2787833928"],"abstract_inverted_index":{"In":[0,18],"liver":[1,24,40],"transplantation,":[2],"matching":[3],"donor":[4],"and":[5,94],"recipient":[6],"is":[7],"a":[8,23,52,71,84],"problem":[9],"that":[10],"can":[11],"be":[12],"solved":[13],"using":[14],"machine":[15],"learning":[16],"techniques.":[17],"this":[19,48],"paper":[20],"we":[21,50],"consider":[22],"transplant":[25],"dataset":[26],"obtained":[27,65],"from":[28],"eleven":[29],"Spanish":[30],"hospitals,":[31],"including":[32],"the":[33,37,89],"patient":[34],"survival":[35,76],"or":[36],"rejection":[38],"in":[39],"transplantation":[41],"one":[42],"year":[43],"after":[44],"it.":[45],"To":[46],"tackle":[47],"problem,":[49],"use":[51],"multi-objective":[53],"evolutionary":[54],"algorithm":[55],"for":[56],"training":[57],"generalized":[58],"radial":[59],"basis":[60],"functions":[61],"neural":[62],"networks.":[63],"The":[64],"models":[66],"provided":[67],"medical":[68],"experts":[69],"with":[70,83],"mathematical":[72],"value":[73],"to":[74,80,88],"predict":[75],"rates":[77],"allowing":[78],"them":[79],"come":[81],"up":[82],"right":[85],"decision":[86],"according":[87],"principles":[90],"of":[91],"justice,":[92],"efficiency":[93],"equity.":[95]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}