{"id":"https://openalex.org/W4321240710","doi":"https://doi.org/10.1007/s10618-023-00922-y","title":"Enforcing fairness using ensemble of diverse Pareto-optimal models","display_name":"Enforcing fairness using ensemble of diverse Pareto-optimal models","publication_year":2023,"publication_date":"2023-02-14","ids":{"openalex":"https://openalex.org/W4321240710","doi":"https://doi.org/10.1007/s10618-023-00922-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-023-00922-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-023-00922-y","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"},"type":"article","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/A5033315494","display_name":"Vit\u00f3ria Guardieiro","orcid":"https://orcid.org/0000-0003-1956-5418"},"institutions":[{"id":"https://openalex.org/I44202434","display_name":"Funda\u00e7\u00e3o Getulio Vargas","ror":"https://ror.org/01evzkn27","country_code":"BR","type":"education","lineage":["https://openalex.org/I44202434"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Vit\u00f3ria Guardieiro","raw_affiliation_strings":["School of Applied Mathematics, Funda\u00e7\u00e3o Get\u00falio Vargas, Rio de Janerio, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-1956-5418","affiliations":[{"raw_affiliation_string":"School of Applied Mathematics, Funda\u00e7\u00e3o Get\u00falio Vargas, Rio de Janerio, Brazil","institution_ids":["https://openalex.org/I44202434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000356136","display_name":"Marcos M. Raimundo","orcid":"https://orcid.org/0000-0003-0499-2564"},"institutions":[{"id":"https://openalex.org/I181391015","display_name":"Universidade Estadual de Campinas (UNICAMP)","ror":"https://ror.org/04wffgt70","country_code":"BR","type":"education","lineage":["https://openalex.org/I181391015"]},{"id":"https://openalex.org/I44202434","display_name":"Funda\u00e7\u00e3o Getulio Vargas","ror":"https://ror.org/01evzkn27","country_code":"BR","type":"education","lineage":["https://openalex.org/I44202434"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Marcos M. Raimundo","raw_affiliation_strings":["Institute of Computing, University of Campinas, Campinas, Brazil","School of Applied Mathematics, Funda\u00e7\u00e3o Get\u00falio Vargas, Rio de Janerio, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computing, University of Campinas, Campinas, Brazil","institution_ids":["https://openalex.org/I181391015"]},{"raw_affiliation_string":"School of Applied Mathematics, Funda\u00e7\u00e3o Get\u00falio Vargas, Rio de Janerio, Brazil","institution_ids":["https://openalex.org/I44202434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029317616","display_name":"Jorge Poco","orcid":"https://orcid.org/0000-0001-9096-6287"},"institutions":[{"id":"https://openalex.org/I44202434","display_name":"Funda\u00e7\u00e3o Getulio Vargas","ror":"https://ror.org/01evzkn27","country_code":"BR","type":"education","lineage":["https://openalex.org/I44202434"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Jorge Poco","raw_affiliation_strings":["School of Applied Mathematics, Funda\u00e7\u00e3o Get\u00falio Vargas, Rio de Janerio, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Applied Mathematics, Funda\u00e7\u00e3o Get\u00falio Vargas, Rio de Janerio, Brazil","institution_ids":["https://openalex.org/I44202434"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5033315494"],"corresponding_institution_ids":["https://openalex.org/I44202434"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":2.1335,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.89139519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"37","issue":"5","first_page":"1930","last_page":"1958"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10883","display_name":"Ethics and Social Impacts of AI","score":0.9628000259399414,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.729271650314331},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5973424911499023},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5652645230293274},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5567867755889893},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.48638394474983215},{"id":"https://openalex.org/keywords/performance-metric","display_name":"Performance metric","score":0.48495176434516907},{"id":"https://openalex.org/keywords/pareto-principle","display_name":"Pareto principle","score":0.48164811730384827},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.4610231816768646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4300115406513214},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.41919374465942383},{"id":"https://openalex.org/keywords/fairness-measure","display_name":"Fairness measure","score":0.4136321246623993},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35157671570777893},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.31111449003219604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16179510951042175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.729271650314331},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5973424911499023},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5652645230293274},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5567867755889893},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.48638394474983215},{"id":"https://openalex.org/C2780898871","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Performance metric","level":2,"score":0.48495176434516907},{"id":"https://openalex.org/C137635306","wikidata":"https://www.wikidata.org/wiki/Q182667","display_name":"Pareto principle","level":2,"score":0.48164811730384827},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.4610231816768646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4300115406513214},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.41919374465942383},{"id":"https://openalex.org/C11867375","wikidata":"https://www.wikidata.org/wiki/Q5430671","display_name":"Fairness measure","level":4,"score":0.4136321246623993},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35157671570777893},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.31111449003219604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16179510951042175},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","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/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"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/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-023-00922-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-023-00922-y","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320316954","display_name":"Funda\u00e7\u00e3o Getulio Vargas","ror":"https://ror.org/01evzkn27"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1961345416","https://openalex.org/W2038420231","https://openalex.org/W2040825624","https://openalex.org/W2049490821","https://openalex.org/W2100960835","https://openalex.org/W2116666691","https://openalex.org/W2116984840","https://openalex.org/W2155806188","https://openalex.org/W2616399473","https://openalex.org/W2658306063","https://openalex.org/W2760062370","https://openalex.org/W2785011159","https://openalex.org/W2897896472","https://openalex.org/W2974479098","https://openalex.org/W2974817986","https://openalex.org/W2987972482","https://openalex.org/W3001553940","https://openalex.org/W3005597817","https://openalex.org/W3008843783","https://openalex.org/W3045763091","https://openalex.org/W3047533667","https://openalex.org/W3090708687","https://openalex.org/W3101136263","https://openalex.org/W3118290550","https://openalex.org/W3163715127","https://openalex.org/W3176008422","https://openalex.org/W3181414820","https://openalex.org/W3200801923","https://openalex.org/W4206919778","https://openalex.org/W4225888004","https://openalex.org/W4229001491","https://openalex.org/W4289751798","https://openalex.org/W4297095629","https://openalex.org/W4308641598","https://openalex.org/W6606630924","https://openalex.org/W6630657918"],"related_works":["https://openalex.org/W2090178682","https://openalex.org/W4241467429","https://openalex.org/W2001591765","https://openalex.org/W2073147994","https://openalex.org/W2384474142","https://openalex.org/W3083133203","https://openalex.org/W1588199609","https://openalex.org/W2744462909","https://openalex.org/W1971520370","https://openalex.org/W1550055091"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}