{"id":"https://openalex.org/W4377081267","doi":"https://doi.org/10.1007/978-3-031-33498-6_14","title":"Preprocessing Matters: Automated Pipeline Selection for\u00a0Fair Classification","display_name":"Preprocessing Matters: Automated Pipeline Selection for\u00a0Fair Classification","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4377081267","doi":"https://doi.org/10.1007/978-3-031-33498-6_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-33498-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33498-6_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5014694996","display_name":"Vladimiro Gonz\u00e1lez-Zelaya","orcid":"https://orcid.org/0000-0002-1840-9205"},"institutions":[{"id":"https://openalex.org/I86613570","display_name":"Universidad Panamericana","ror":"https://ror.org/01n1q0h77","country_code":"MX","type":"education","lineage":["https://openalex.org/I86613570"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Vladimiro Gonz\u00e1lez-Zelaya","raw_affiliation_strings":["Universidad Panamericana, Facultad de Ciencias Econ\u00f3micas y Empresariales, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Universidad Panamericana, Facultad de Ciencias Econ\u00f3micas y Empresariales, Mexico City, Mexico","institution_ids":["https://openalex.org/I86613570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053911323","display_name":"Juli\u00e1n Salas","orcid":"https://orcid.org/0000-0003-1787-0654"},"institutions":[{"id":"https://openalex.org/I138847295","display_name":"Universitat Oberta de Catalunya","ror":"https://ror.org/01f5wp925","country_code":"ES","type":"education","lineage":["https://openalex.org/I138847295"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Juli\u00e1n Salas","raw_affiliation_strings":["Internet Interdisciplinary Institute, Universitat Oberta de Catalunya, Barcelona, Spain"],"affiliations":[{"raw_affiliation_string":"Internet Interdisciplinary Institute, Universitat Oberta de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I138847295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006507517","display_name":"Dennis Prangle","orcid":"https://orcid.org/0000-0003-2731-642X"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dennis Prangle","raw_affiliation_strings":["University of Bristol, Institute for Statistical Science, Bristol, UK"],"affiliations":[{"raw_affiliation_string":"University of Bristol, Institute for Statistical Science, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018918066","display_name":"Paolo Missier","orcid":"https://orcid.org/0000-0002-0978-2446"},"institutions":[{"id":"https://openalex.org/I84884186","display_name":"Newcastle University","ror":"https://ror.org/01kj2bm70","country_code":"GB","type":"education","lineage":["https://openalex.org/I84884186"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Paolo Missier","raw_affiliation_strings":["Newcastle University, School of Computing, Newcastle upon Tyne, UK"],"affiliations":[{"raw_affiliation_string":"Newcastle University, School of Computing, Newcastle upon Tyne, UK","institution_ids":["https://openalex.org/I84884186"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053911323"],"corresponding_institution_ids":["https://openalex.org/I138847295"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.5258,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62675224,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"213"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.965399980545044,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.965399980545044,"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/T13429","display_name":"Electricity Theft Detection Techniques","score":0.9484000205993652,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9401999711990356,"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/computer-science","display_name":"Computer science","score":0.8530189394950867},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7476078271865845},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7091658711433411},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6635856628417969},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.558237612247467},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39726412296295166},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3675422668457031},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1138855516910553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530189394950867},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7476078271865845},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7091658711433411},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6635856628417969},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.558237612247467},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39726412296295166},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3675422668457031},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1138855516910553}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-031-33498-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-33498-6_14","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/b762c0d0-7077-428c-8b60-ef8b2e6aa7c2","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/b762c0d0-7077-428c-8b60-ef8b2e6aa7c2","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Gonz\u00e1lez-Zelaya, V, Salas, J, Prangle, D & Missier, P 2023, 'Preprocessing Matters: Automated Pipeline Selection for Fair Classification'.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/e2134c1a-d6db-40fe-b070-61fb56aa8218","is_oa":false,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/e2134c1a-d6db-40fe-b070-61fb56aa8218","pdf_url":null,"source":{"id":"https://openalex.org/S4306402634","display_name":"University of Birmingham Research Portal (University of Birmingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79619799","host_organization_name":"University of Birmingham","host_organization_lineage":["https://openalex.org/I79619799"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Gonz\u00e1lez-Zelaya , V , Salas , J , Prangle , D & Missier , P 2023 , Preprocessing Matters : Automated Pipeline Selection for\u00a0Fair Classification . in V Torra & Y Narukawa (eds) , Modeling Decisions for Artificial Intelligence - 20th International Conference, MDAI 2023, Proceedings . Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) , vol. 13890 LNCS , Springer , pp. 202-213 , 20th International Conference on Modeling Decisions for Artificial Intelligence, MDAI 2023 , Ume\u00e5 , Sweden , 19/06/23 . https://doi.org/10.1007/978-3-031-33498-6_14","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W760913798","https://openalex.org/W1563938718","https://openalex.org/W1976159118","https://openalex.org/W1988676603","https://openalex.org/W2014545475","https://openalex.org/W2017741820","https://openalex.org/W2029500775","https://openalex.org/W2047094503","https://openalex.org/W2116984840","https://openalex.org/W2140898374","https://openalex.org/W2168825483","https://openalex.org/W2524620548","https://openalex.org/W2742108348","https://openalex.org/W2889165464","https://openalex.org/W2945172243","https://openalex.org/W2949697405","https://openalex.org/W2993471286","https://openalex.org/W3022766285","https://openalex.org/W3081184536","https://openalex.org/W3086663505","https://openalex.org/W3100438926","https://openalex.org/W3105704032","https://openalex.org/W3125779006","https://openalex.org/W3152436735"],"related_works":["https://openalex.org/W3037187668","https://openalex.org/W2397288865","https://openalex.org/W4234772502","https://openalex.org/W2368524271","https://openalex.org/W2576709312","https://openalex.org/W2392797073","https://openalex.org/W2380685755","https://openalex.org/W2989490741","https://openalex.org/W2977327189","https://openalex.org/W2952736244"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}