{"id":"https://openalex.org/W2523239021","doi":"https://doi.org/10.1007/978-3-319-46307-0_21","title":"On Selection Bias with Imbalanced Classes","display_name":"On Selection Bias with Imbalanced Classes","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2523239021","doi":"https://doi.org/10.1007/978-3-319-46307-0_21","mag":"2523239021"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-46307-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46307-0_21","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/A5005863771","display_name":"Gert Jacobusse","orcid":null},"institutions":[{"id":"https://openalex.org/I158244335","display_name":"Netherlands Forensic Institute","ror":"https://ror.org/04s2z4291","country_code":"NL","type":"facility","lineage":["https://openalex.org/I158244335"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Gert Jacobusse","raw_affiliation_strings":["Digital and Biometric Traces, Netherlands Forensic Institute, Laan van Ypenburg 6, 2497 GB, The Hague, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital and Biometric Traces, Netherlands Forensic Institute, Laan van Ypenburg 6, 2497 GB, The Hague, The Netherlands","institution_ids":["https://openalex.org/I158244335"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013179642","display_name":"Cor J. Veenman","orcid":"https://orcid.org/0000-0002-2645-1198"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]},{"id":"https://openalex.org/I158244335","display_name":"Netherlands Forensic Institute","ror":"https://ror.org/04s2z4291","country_code":"NL","type":"facility","lineage":["https://openalex.org/I158244335"]},{"id":"https://openalex.org/I210716285","display_name":"University of Applied Sciences Leiden","ror":"https://ror.org/0093src13","country_code":"NL","type":"education","lineage":["https://openalex.org/I210716285"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Cor Veenman","raw_affiliation_strings":["Digital and Biometric Traces, Netherlands Forensic Institute, Laan van Ypenburg 6, 2497 GB, The Hague, The Netherlands","Leideu Institute of Advanced Computer Science, Leiden University, Niels Bohrweg 1, Leiden, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital and Biometric Traces, Netherlands Forensic Institute, Laan van Ypenburg 6, 2497 GB, The Hague, The Netherlands","institution_ids":["https://openalex.org/I158244335"]},{"raw_affiliation_string":"Leideu Institute of Advanced Computer Science, Leiden University, Niels Bohrweg 1, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337","https://openalex.org/I210716285"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.6945,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85522305,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"325","last_page":"340"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9998000264167786,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9925000071525574,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9733999967575073,"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":0.8150922060012817},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6676366925239563},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6659814715385437},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6657866835594177},{"id":"https://openalex.org/keywords/law-enforcement","display_name":"Law enforcement","score":0.6124396324157715},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6100612878799438},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5983486175537109},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5932268500328064},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5776705741882324},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4698582887649536},{"id":"https://openalex.org/keywords/enforcement","display_name":"Enforcement","score":0.4447771906852722},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.08278703689575195}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8150922060012817},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6676366925239563},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6659814715385437},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6657866835594177},{"id":"https://openalex.org/C2780262971","wikidata":"https://www.wikidata.org/wiki/Q44554","display_name":"Law enforcement","level":2,"score":0.6124396324157715},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6100612878799438},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5983486175537109},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5932268500328064},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5776705741882324},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4698582887649536},{"id":"https://openalex.org/C2779777834","wikidata":"https://www.wikidata.org/wiki/Q4202277","display_name":"Enforcement","level":2,"score":0.4447771906852722},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.08278703689575195},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-46307-0_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-46307-0_21","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W49716549","https://openalex.org/W85350352","https://openalex.org/W167016754","https://openalex.org/W1479807131","https://openalex.org/W1484010841","https://openalex.org/W1517113043","https://openalex.org/W1591426717","https://openalex.org/W1617650991","https://openalex.org/W1678356000","https://openalex.org/W1853837125","https://openalex.org/W1941659294","https://openalex.org/W1991049327","https://openalex.org/W1993144410","https://openalex.org/W2015320814","https://openalex.org/W2023473787","https://openalex.org/W2032536435","https://openalex.org/W2034368206","https://openalex.org/W2044758663","https://openalex.org/W2059733647","https://openalex.org/W2108018401","https://openalex.org/W2112208320","https://openalex.org/W2112483442","https://openalex.org/W2118585731","https://openalex.org/W2118978333","https://openalex.org/W2123958887","https://openalex.org/W2132442585","https://openalex.org/W2136504847","https://openalex.org/W2149308034","https://openalex.org/W2155653793","https://openalex.org/W2166452903","https://openalex.org/W2285627996","https://openalex.org/W2480680997","https://openalex.org/W2799061466","https://openalex.org/W2811380766","https://openalex.org/W2911964244","https://openalex.org/W4205687621"],"related_works":["https://openalex.org/W4226026301","https://openalex.org/W2188500270","https://openalex.org/W2303858293","https://openalex.org/W2099704814","https://openalex.org/W2915512527","https://openalex.org/W51364034","https://openalex.org/W4360993851","https://openalex.org/W3046446793","https://openalex.org/W1494981348","https://openalex.org/W2346511343"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2026-06-12T08:23:45.883708","created_date":"2025-10-10T00:00:00"}
