{"id":"https://openalex.org/W4211011965","doi":"https://doi.org/10.1109/tse.2022.3150153","title":"Cross-Project Online Just-In-Time Software Defect Prediction","display_name":"Cross-Project Online Just-In-Time Software Defect Prediction","publication_year":2022,"publication_date":"2022-02-10","ids":{"openalex":"https://openalex.org/W4211011965","doi":"https://doi.org/10.1109/tse.2022.3150153"},"language":"en","primary_location":{"id":"doi:10.1109/tse.2022.3150153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2022.3150153","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Software Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.birmingham.ac.uk/en/publications/c1626616-cf46-45a0-8fb9-60db4fc668d7","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087954406","display_name":"Sadia Tabassum","orcid":"https://orcid.org/0000-0002-5096-7100"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sadia Tabassum","raw_affiliation_strings":["School of Computer Science, University of Birminigham, Birmingham, U.K"],"raw_orcid":"https://orcid.org/0000-0002-5096-7100","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birminigham, Birmingham, U.K","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064089961","display_name":"Leandro L. Minku","orcid":"https://orcid.org/0000-0002-2639-0671"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Leandro L. Minku","raw_affiliation_strings":["School of Computer Science, University of Birminigham, Birmingham, U.K"],"raw_orcid":"https://orcid.org/0000-0002-2639-0671","affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Birminigham, Birmingham, U.K","institution_ids":["https://openalex.org/I79619799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091304959","display_name":"Danyi Feng","orcid":"https://orcid.org/0000-0003-2469-8063"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Danyi Feng","raw_affiliation_strings":["Xiliu Tech, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7968-780X","affiliations":[{"raw_affiliation_string":"Xiliu Tech, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.5312,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.9829075,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"49","issue":"1","first_page":"268","last_page":"287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9947999715805054,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.8352981805801392},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5510464906692505},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.48720353841781616},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4816090762615204},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3204856216907501},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.3016243577003479}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8352981805801392},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5510464906692505},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.48720353841781616},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4816090762615204},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3204856216907501},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.3016243577003479}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tse.2022.3150153","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tse.2022.3150153","pdf_url":null,"source":{"id":"https://openalex.org/S8351582","display_name":"IEEE Transactions on Software Engineering","issn_l":"0098-5589","issn":["0098-5589","1939-3520","2326-3881"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Software Engineering","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/c1626616-cf46-45a0-8fb9-60db4fc668d7","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/c1626616-cf46-45a0-8fb9-60db4fc668d7","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tabassum, S, Minku, L & Feng, D 2022, 'Cross-project online just-in-time software defect prediction', IEEE Transactions on Software Engineering. https://doi.org/10.1109/TSE.2022.3150153","raw_type":"article"},{"id":"pmh:oai:pure.atira.dk:publications/c1626616-cf46-45a0-8fb9-60db4fc668d7","is_oa":false,"landing_page_url":"https://birmingham.elsevierpure.com/en/publications/c1626616-cf46-45a0-8fb9-60db4fc668d7","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":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/c1626616-cf46-45a0-8fb9-60db4fc668d7","is_oa":true,"landing_page_url":"https://research.birmingham.ac.uk/en/publications/c1626616-cf46-45a0-8fb9-60db4fc668d7","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Tabassum, S, Minku, L & Feng, D 2022, 'Cross-project online just-in-time software defect prediction', IEEE Transactions on Software Engineering. https://doi.org/10.1109/TSE.2022.3150153","raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G4781280766","display_name":null,"funder_award_id":"EP/R006660/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6192470683","display_name":"Stable Prediction of Defect-Inducing Software Changes (SPDISC)","funder_award_id":"EP/R006660/2","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W154870643","https://openalex.org/W1565746575","https://openalex.org/W1904826605","https://openalex.org/W1992345889","https://openalex.org/W1994719586","https://openalex.org/W2005504865","https://openalex.org/W2008596407","https://openalex.org/W2010398592","https://openalex.org/W2026750231","https://openalex.org/W2046830558","https://openalex.org/W2057826716","https://openalex.org/W2065547122","https://openalex.org/W2068714596","https://openalex.org/W2073256825","https://openalex.org/W2097283422","https://openalex.org/W2128666163","https://openalex.org/W2132887549","https://openalex.org/W2147386665","https://openalex.org/W2149014999","https://openalex.org/W2151666086","https://openalex.org/W2179438935","https://openalex.org/W2276400542","https://openalex.org/W2476464413","https://openalex.org/W2521291598","https://openalex.org/W2604756720","https://openalex.org/W2606150376","https://openalex.org/W2743316948","https://openalex.org/W2744611928","https://openalex.org/W2805001156","https://openalex.org/W2955232136","https://openalex.org/W2964279097","https://openalex.org/W2966592377","https://openalex.org/W3016590323","https://openalex.org/W3030391949","https://openalex.org/W3081792418","https://openalex.org/W3173600202","https://openalex.org/W3208972052","https://openalex.org/W4230674625","https://openalex.org/W4236586490","https://openalex.org/W4238859253","https://openalex.org/W4251988601","https://openalex.org/W6783769817","https://openalex.org/W6803551468"],"related_works":["https://openalex.org/W4231937131","https://openalex.org/W323219885","https://openalex.org/W2063928587","https://openalex.org/W1487966966","https://openalex.org/W1589342014","https://openalex.org/W1480341462","https://openalex.org/W598950423","https://openalex.org/W4256673449","https://openalex.org/W4292559016","https://openalex.org/W2621101275"],"abstract_inverted_index":{"Cross-Project":[0],"(CP)":[1],"Just-In-Time":[2],"Software":[3],"Defect":[4],"Prediction":[5],"(JIT-SDP)":[6],"makes":[7],"use":[8,115],"of":[9,16,28,66,141,153,178,212,230,237,257],"CP":[10,72,89,98,184,260],"data":[11,17,73,108,133,167,180,185,189,223,263],"to":[12,19,56,69,121,136,143,147,157,171,186,193,208,214,219,239,243,246],"overcome":[13],"the":[14,26,59,63,150,154,191,255],"lack":[15],"necessary":[18],"train":[20],"well":[21],"performing":[22],"JIT-SDP":[23,77,90,268],"classifiers":[24,129,158,192],"at":[25,149],"beginning":[27],"software":[29,46,112,119],"projects.":[30],"However,":[31],"such":[32,79,225],"approaches":[33,91],"have":[34],"never":[35],"been":[36],"investigated":[37],"in":[38,78,139,199,265],"realistic":[39,80,266],"online":[40,88,267],"learning":[41],"scenarios,":[42],"where":[43],"Within-Project":[44],"(WP)":[45],"changes":[47],"naturally":[48],"arrive":[49],"over":[50,103,205],"time":[51],"and":[52,68,99,114,145,161,216,221,241,248,261],"can":[53,93,134],"be":[54,94,172],"used":[55],"automatically":[57],"update":[58],"classifiers.":[60],"We":[61,105,125],"provide":[62],"first":[64],"investigation":[65],"when":[67],"what":[70],"extent":[71],"are":[74],"useful":[75],"for":[76],"scenarios.":[81,269],"For":[82],"that,":[83],"we":[84],"propose":[85],"three":[86],"different":[87],"that":[92,127,202],"updated":[95],"with":[96,130],"incoming":[97,131],"WP":[100,179,188,262],"training":[101,128],"examples":[102],"time.":[104],"also":[106,169],"collect":[107],"on":[109],"9":[110],"proprietary":[111],"projects":[113,120,155],"10":[116],"open":[117],"source":[118],"analyse":[122],"these":[123],"approaches.":[124],"find":[126],"CP+WP":[132,166],"lead":[135],"absolute":[137,209,234],"improvements":[138,211,235],"G-mean":[140],"up":[142,146,213,238,242],"53.89%":[144],"35.02%":[148],"initial":[151],"stage":[152],"compared":[156,218,245],"using":[159,258],"WP-only":[160,220,247],"CP-only":[162,222,249],"data,":[163],"respectively.":[164,227,251],"Using":[165,183],"was":[168],"shown":[170],"beneficial":[173],"after":[174],"a":[175],"large":[176,197],"number":[177],"were":[181,236],"received.":[182],"supplement":[187],"helped":[190],"reduce":[194],"or":[195],"prevent":[196],"drops":[198],"predictive":[200,232],"performance":[201],"may":[203],"occur":[204],"time,":[206],"leading":[207],"G-Mean":[210],"37.35%":[215],"48.16%":[217],"during":[224],"periods,":[226],"During":[228],"periods":[229],"stable":[231],"performance,":[233],"29.03%":[240],"41.25%":[244],"classifiers,":[250],"Our":[252],"results":[253],"highlight":[254],"importance":[256],"both":[259],"together":[264]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":6}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}