{"id":"https://openalex.org/W4212866163","doi":"https://doi.org/10.1007/978-3-030-93736-2_46","title":"Towards Fairness Through Time","display_name":"Towards Fairness Through Time","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4212866163","doi":"https://doi.org/10.1007/978-3-030-93736-2_46"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-93736-2_46","doi":"https://doi.org/10.1007/978-3-030-93736-2_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_46","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4213208242","display_name":"Machine Learning and Principles and Practice of Knowledge Discovery in Databases"},"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/A5015450677","display_name":"Alessandro Castelnovo","orcid":"https://orcid.org/0000-0001-5234-1155","observed_orcids":["https://orcid.org/0000-0001-5234-1155"]},"institutions":[{"id":"https://openalex.org/I4210144624","display_name":"Intesa Sanpaolo (Italy)","ror":"https://ror.org/04a2yhg09","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210144624"]},{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Castelnovo","raw_affiliation_strings":["Department of Informatics, Systems and Communication, University of Milan-Bicocca, Milan, Italy","Intesa Sanpaolo Bank S.p.A, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Systems and Communication, University of Milan-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Intesa Sanpaolo Bank S.p.A, Milan, Italy","institution_ids":["https://openalex.org/I4210144624"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046882068","display_name":"Lorenzo Malandri","orcid":"https://orcid.org/0000-0002-0222-9365","observed_orcids":["https://orcid.org/0000-0002-0222-9365"]},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lorenzo Malandri","raw_affiliation_strings":["CRISP Research Centre, University of Milan-Bicocca, Milan, Italy","Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRISP Research Centre, University of Milan-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047827615","display_name":"Fabio Mercorio","orcid":"https://orcid.org/0000-0001-6864-2702","observed_orcids":["https://orcid.org/0000-0001-6864-2702"]},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Mercorio","raw_affiliation_strings":["CRISP Research Centre, University of Milan-Bicocca, Milan, Italy","Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRISP Research Centre, University of Milan-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039716498","display_name":"Mario Mezzanzanica","orcid":"https://orcid.org/0000-0003-0399-2810","observed_orcids":["https://orcid.org/0000-0003-0399-2810"]},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Mezzanzanica","raw_affiliation_strings":["CRISP Research Centre, University of Milan-Bicocca, Milan, Italy","Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CRISP Research Centre, University of Milan-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]},{"raw_affiliation_string":"Department of Statistics and Quantitative Methods, University of Milan-Bicocca, Milan, Italy","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031869151","display_name":"Andrea Cosentini","orcid":"https://orcid.org/0009-0000-6643-3894","observed_orcids":["https://orcid.org/0009-0000-6643-3894"]},"institutions":[{"id":"https://openalex.org/I4210144624","display_name":"Intesa Sanpaolo (Italy)","ror":"https://ror.org/04a2yhg09","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210144624"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Cosentini","raw_affiliation_strings":["Intesa Sanpaolo Bank S.p.A, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Intesa Sanpaolo Bank S.p.A, Milan, Italy","institution_ids":["https://openalex.org/I4210144624"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5015450677"],"corresponding_institution_ids":["https://openalex.org/I4210144624","https://openalex.org/I66752286"],"apc_list":null,"apc_paid":null,"fwci":2.6892,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92136117,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"647","last_page":"663"},"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":0.9916999936103821,"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":0.9916999936103821,"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"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.0035000001080334187,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.00039999998989515007,"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/algorithmic-fairness","display_name":"algorithmic fairness","score":0.9089999794960022},{"id":"https://openalex.org/keywords/group-fairness","display_name":"group fairness","score":0.722000002861023},{"id":"https://openalex.org/keywords/fairness-mitigation","display_name":"fairness mitigation","score":0.5659999847412109},{"id":"https://openalex.org/keywords/concept-drift","display_name":"concept drift","score":0.640999972820282},{"id":"https://openalex.org/keywords/sensitive-attributes","display_name":"sensitive attributes","score":0.7319999933242798},{"id":"https://openalex.org/keywords/explainable-ai","display_name":"explainable AI","score":0.7839999794960022},{"id":"https://openalex.org/keywords/individual-fairness","display_name":"individual fairness","score":0.5329999923706055},{"id":"https://openalex.org/keywords/racial-and-gender-disparities","display_name":"racial and gender disparities","score":0.503000020980835},{"id":"https://openalex.org/keywords/banking","display_name":"banking sector","score":0.3400000035762787}],"concepts":[{"id":"https://openalex.org/C2778712577","wikidata":"https://www.wikidata.org/wiki/Q3505966","display_name":"Retraining","level":2,"score":0.6962486505508423},{"id":"https://openalex.org/C2777764128","wikidata":"https://www.wikidata.org/wiki/Q189539","display_name":"Loan","level":2,"score":0.6079898476600647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5466020107269287},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.48818331956863403},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4756034314632416},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.46454548835754395},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34873396158218384},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3328858017921448},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.26784634590148926},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2109607458114624},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.20012027025222778},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.17540475726127625},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.17330598831176758},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13966912031173706},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12058606743812561},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.10090956091880798},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08976155519485474},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.08651980757713318},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-030-93736-2_46","doi":"https://doi.org/10.1007/978-3-030-93736-2_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-93736-2_46","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:boa.unimib.it:10281/362347","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/362347","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7578999996185303}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2026019770","https://openalex.org/W2099419573","https://openalex.org/W2100960835","https://openalex.org/W2116984840","https://openalex.org/W2157928966","https://openalex.org/W2166454173","https://openalex.org/W2543774860","https://openalex.org/W2585528949","https://openalex.org/W2597425331","https://openalex.org/W2756283809","https://openalex.org/W2765564115","https://openalex.org/W2773444500","https://openalex.org/W2784397426","https://openalex.org/W2790697880","https://openalex.org/W2809878087","https://openalex.org/W2888421747","https://openalex.org/W2889169527","https://openalex.org/W2904609718","https://openalex.org/W2953522645","https://openalex.org/W2965366403","https://openalex.org/W2980293941","https://openalex.org/W2996424229","https://openalex.org/W2999114164","https://openalex.org/W2999331643","https://openalex.org/W3004493409","https://openalex.org/W3013778941","https://openalex.org/W3095507629","https://openalex.org/W3128108140","https://openalex.org/W3148686548","https://openalex.org/W3166669176","https://openalex.org/W3209809080","https://openalex.org/W4200324128","https://openalex.org/W4237219250","https://openalex.org/W4288617757","https://openalex.org/W4289751798","https://openalex.org/W6600030697","https://openalex.org/W6605693991","https://openalex.org/W6834628200"],"related_works":["https://openalex.org/W4282968240","https://openalex.org/W7165538194","https://openalex.org/W2918618364","https://openalex.org/W2943764581","https://openalex.org/W4414199338","https://openalex.org/W2971299448","https://openalex.org/W4411037384","https://openalex.org/W3096529644","https://openalex.org/W4400580756","https://openalex.org/W4389326220"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2022-02-24T00:00:00"}
