{"id":"https://openalex.org/W2110175536","doi":"https://doi.org/10.1109/tnn.2010.2041468","title":"Sensitivity Versus Accuracy in Multiclass Problems Using Memetic Pareto Evolutionary Neural Networks","display_name":"Sensitivity Versus Accuracy in Multiclass Problems Using Memetic Pareto Evolutionary Neural Networks","publication_year":2010,"publication_date":"2010-03-12","ids":{"openalex":"https://openalex.org/W2110175536","doi":"https://doi.org/10.1109/tnn.2010.2041468","mag":"2110175536","pmid":"https://pubmed.ncbi.nlm.nih.gov/20227976"},"language":"en","primary_location":{"id":"doi:10.1109/tnn.2010.2041468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2010.2041468","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/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":true,"raw_author_name":"Juan Carlos Fernandez Caballero","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain. jcfernandez@uco.es","Dept. of Comput. Sci. & Numerical Anal., Univ. of Cordoba, Co\u0301rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, C\u00f3rdoba, Spain. jcfernandez@uco.es","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Numerical Anal., Univ. of Cordoba, Co\u0301rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101695545","display_name":"Francisco Jos\u00e9 Mart\u00ednez Mart\u00ednez","orcid":"https://orcid.org/0000-0003-2620-8996"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Francisco Jose Martinez","raw_affiliation_strings":["Department of Management and Quantitative Methods, ETEA, Cordoba, Spain","Dept. of Manage. & Quantitative Methods, ETEA, Cordoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Management and Quantitative Methods, ETEA, Cordoba, Spain","institution_ids":[]},{"raw_affiliation_string":"Dept. of Manage. & Quantitative Methods, ETEA, Cordoba, Spain","institution_ids":[]}]},{"author_position":"middle","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":"Cesar Hervas","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","Dept. of Comput. Sci. & Numerical Anal., Univ. of Cordoba, Co\u0301rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Numerical Anal., Univ. of Cordoba, Co\u0301rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063964437","display_name":"Pedro Antonio Guti\u00e9rrez","orcid":"https://orcid.org/0000-0002-2657-776X"},"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":"Pedro Antonio Gutierrez","raw_affiliation_strings":["Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","Dept. of Comput. Sci. & Numerical Anal., Univ. of Cordoba, Co\u0301rdoba, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Numerical Analysis, University of C\u00f3rdoba, Cordoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Numerical Anal., Univ. of Cordoba, Co\u0301rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050268688"],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":null,"apc_paid":null,"fwci":18.0417,"has_fulltext":false,"cited_by_count":159,"citation_normalized_percentile":{"value":0.99301679,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"21","issue":"5","first_page":"750","last_page":"770"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9988999962806702,"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":0.9988999962806702,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9934999942779541,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9921000003814697,"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/memetic-algorithm","display_name":"Memetic algorithm","score":0.7666015625},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.6902457475662231},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.6449443101882935},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6435695290565491},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6204844117164612},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6095187067985535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5990985631942749},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5362590551376343},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5353230834007263},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5191909074783325},{"id":"https://openalex.org/keywords/memetics","display_name":"Memetics","score":0.5167833566665649},{"id":"https://openalex.org/keywords/evolutionary-computation","display_name":"Evolutionary computation","score":0.4794379770755768},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4482894539833069},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42551058530807495},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4205503463745117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23981726169586182},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07748499512672424}],"concepts":[{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.7666015625},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.6902457475662231},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.6449443101882935},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6435695290565491},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6204844117164612},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6095187067985535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5990985631942749},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5362590551376343},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5353230834007263},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5191909074783325},{"id":"https://openalex.org/C51620047","wikidata":"https://www.wikidata.org/wiki/Q23399","display_name":"Memetics","level":2,"score":0.5167833566665649},{"id":"https://openalex.org/C105902424","wikidata":"https://www.wikidata.org/wiki/Q1197129","display_name":"Evolutionary computation","level":2,"score":0.4794379770755768},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4482894539833069},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42551058530807495},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4205503463745117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23981726169586182},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07748499512672424},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D003195","descriptor_name":"Computer Communication Networks","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005075","descriptor_name":"Biological Evolution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008957","descriptor_name":"Models, Genetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012372","descriptor_name":"ROC Curve","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/tnn.2010.2041468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnn.2010.2041468","pdf_url":null,"source":{"id":"https://openalex.org/S42080949","display_name":"IEEE Transactions on Neural Networks","issn_l":"1045-9227","issn":["1045-9227","1941-0093"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Neural Networks","raw_type":"journal-article"},{"id":"pmid:20227976","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20227976","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks","raw_type":null},{"id":"pmh:oai:dnet:br\u00fajula_____::fc1d970f3f27af8ec431c91f94f7003f","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.12412/1034","pdf_url":null,"source":{"id":"https://openalex.org/S4306402641","display_name":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Cient\u00edficas)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4383465926","host_organization_name":"LA Referencia","host_organization_lineage":["https://openalex.org/I4383465926"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":87,"referenced_works":["https://openalex.org/W27366642","https://openalex.org/W42649658","https://openalex.org/W194800985","https://openalex.org/W197326900","https://openalex.org/W1486391009","https://openalex.org/W1490180010","https://openalex.org/W1504046815","https://openalex.org/W1504962226","https://openalex.org/W1506806321","https://openalex.org/W1512322814","https://openalex.org/W1530194320","https://openalex.org/W1535147726","https://openalex.org/W1553373771","https://openalex.org/W1554663460","https://openalex.org/W1587003203","https://openalex.org/W1592902649","https://openalex.org/W1595159159","https://openalex.org/W1595498733","https://openalex.org/W1600469680","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1862312035","https://openalex.org/W1879678483","https://openalex.org/W1963797793","https://openalex.org/W1976070030","https://openalex.org/W1978479174","https://openalex.org/W1997917263","https://openalex.org/W2011064444","https://openalex.org/W2016944307","https://openalex.org/W2029896651","https://openalex.org/W2044861997","https://openalex.org/W2045095368","https://openalex.org/W2048537487","https://openalex.org/W2051057317","https://openalex.org/W2061119986","https://openalex.org/W2061554433","https://openalex.org/W2063867591","https://openalex.org/W2072245049","https://openalex.org/W2081808304","https://openalex.org/W2092192451","https://openalex.org/W2098761317","https://openalex.org/W2100765994","https://openalex.org/W2101195239","https://openalex.org/W2103614420","https://openalex.org/W2110179049","https://openalex.org/W2112061072","https://openalex.org/W2112299196","https://openalex.org/W2118233717","https://openalex.org/W2124290836","https://openalex.org/W2125877832","https://openalex.org/W2126105956","https://openalex.org/W2127163275","https://openalex.org/W2127322469","https://openalex.org/W2128718601","https://openalex.org/W2129695810","https://openalex.org/W2130319529","https://openalex.org/W2131480237","https://openalex.org/W2132549764","https://openalex.org/W2133218851","https://openalex.org/W2134493171","https://openalex.org/W2134514463","https://openalex.org/W2135631461","https://openalex.org/W2136127502","https://openalex.org/W2136734237","https://openalex.org/W2138784882","https://openalex.org/W2145085734","https://openalex.org/W2146300243","https://openalex.org/W2148143831","https://openalex.org/W2150398092","https://openalex.org/W2151809174","https://openalex.org/W2152813753","https://openalex.org/W2152834372","https://openalex.org/W2153707864","https://openalex.org/W2157080539","https://openalex.org/W2158698691","https://openalex.org/W2161205534","https://openalex.org/W2161744734","https://openalex.org/W2311688056","https://openalex.org/W2462800345","https://openalex.org/W3015789953","https://openalex.org/W3120740533","https://openalex.org/W4205210034","https://openalex.org/W4388297464","https://openalex.org/W6630685045","https://openalex.org/W6635535901","https://openalex.org/W6635785340","https://openalex.org/W6679387758"],"related_works":["https://openalex.org/W2904131175","https://openalex.org/W115040951","https://openalex.org/W4242383018","https://openalex.org/W2077418700","https://openalex.org/W2102350580","https://openalex.org/W2008607212","https://openalex.org/W2095089069","https://openalex.org/W2097377934","https://openalex.org/W4211189042","https://openalex.org/W2787833928"],"abstract_inverted_index":{"This":[0,36],"paper":[1],"proposes":[2],"a":[3,22,29,70,77,83,158],"multiclassification":[4],"algorithm":[5,93],"using":[6],"multilayer":[7],"perceptron":[8],"neural":[9],"network":[10],"models.":[11],"It":[12],"tries":[13],"to":[14,52,129],"boost":[15],"two":[16,101],"conflicting":[17],"main":[18],"objectives":[19],"of":[20,139],"multiclassifiers:":[21],"high":[23,30,54,155,159],"correct":[24],"classification":[25,31,132,149,160],"rate":[26,32,161],"level":[27],"and":[28,114,145,157],"for":[33,162],"each":[34,57,163],"class.":[35,164],"last":[37],"objective":[38],"is":[39,46,99],"not":[40],"usually":[41],"optimized":[42],"in":[43,56,59,112,118,121],"classification,":[44],"but":[45],"considered":[47],"here":[48],"given":[49],"the":[50,90,96,109,115,122,137],"need":[51],"obtain":[53],"precision":[55],"class":[58],"real":[60,148],"problems.":[61],"To":[62],"solve":[63,130],"this":[64],"machine":[65],"learning":[66],"problem,":[67],"we":[68],"use":[69],"Pareto-based":[71],"multiobjective":[72],"optimization":[73],"methodology":[74],"based":[75,88],"on":[76,89],"memetic":[78,84],"evolutionary":[79,86,92],"algorithm.":[80],"We":[81],"consider":[82],"Pareto":[85,97,123],"approach":[87],"NSGA2":[91],"(MPENSGA2).":[94],"Once":[95],"front":[98],"built,":[100],"strategies":[102],"or":[103],"automatic":[104],"individual":[105],"selection":[106],"are":[107,127],"used:":[108],"best":[110,116],"model":[111,117],"accuracy":[113,156],"sensitivity":[119],"(extremes":[120],"front).":[124],"These":[125],"methodologies":[126],"applied":[128],"17":[131],"benchmark":[133],"problems":[134],"obtained":[135,153],"from":[136],"University":[138],"California":[140],"at":[141],"Irvine":[142],"(UCI)":[143],"repository":[144],"one":[146],"complex":[147],"problem.":[150],"The":[151],"models":[152],"show":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":17},{"year":2016,"cited_by_count":13},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":17},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":12}],"updated_date":"2026-02-26T08:16:20.718346","created_date":"2025-10-10T00:00:00"}
