{"id":"https://openalex.org/W2889179608","doi":"https://doi.org/10.1109/tr.2018.2864960","title":"Studying Aging-Related Bug Prediction Using Cross-Project Models","display_name":"Studying Aging-Related Bug Prediction Using Cross-Project Models","publication_year":2018,"publication_date":"2018-08-29","ids":{"openalex":"https://openalex.org/W2889179608","doi":"https://doi.org/10.1109/tr.2018.2864960","mag":"2889179608"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2018.2864960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2018.2864960","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Reliability","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/A5103161182","display_name":"Fangyun Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fangyun Qin","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8778-5829","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459073","display_name":"Zheng Zheng","orcid":"https://orcid.org/0000-0001-7922-9067"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zheng","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7922-9067","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048970929","display_name":"Yu Qiao","orcid":"https://orcid.org/0000-0002-4046-0453"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Qiao","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-4046-0453","affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036851432","display_name":"Kishor S. Trivedi","orcid":"https://orcid.org/0000-0001-7396-6330"},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kishor S. Trivedi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA"],"raw_orcid":"https://orcid.org/0000-0001-7396-6330","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Duke University, Durham, NC, USA","institution_ids":["https://openalex.org/I170897317"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103161182"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":8.6333,"has_fulltext":false,"cited_by_count":49,"citation_normalized_percentile":{"value":0.97780384,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"68","issue":"3","first_page":"1134","last_page":"1153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9987000226974487,"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":0.9976000189781189,"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":0.7293174266815186},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.604336678981781},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5881142616271973},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.5344269871711731},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5001928806304932},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46436211466789246},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4534204304218292},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.42759302258491516},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.4247281551361084},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38754522800445557},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.36887097358703613},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1429293155670166}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293174266815186},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.604336678981781},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5881142616271973},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.5344269871711731},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5001928806304932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46436211466789246},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4534204304218292},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.42759302258491516},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.4247281551361084},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38754522800445557},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.36887097358703613},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1429293155670166},{"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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2018.2864960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2018.2864960","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2896924447","display_name":null,"funder_award_id":"61772055","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5439040005","display_name":null,"funder_award_id":"CNS-1523994","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7682846489","display_name":null,"funder_award_id":"61872169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1661686736","https://openalex.org/W1919803322","https://openalex.org/W1941659294","https://openalex.org/W1961147827","https://openalex.org/W1965895350","https://openalex.org/W1988202416","https://openalex.org/W2008596407","https://openalex.org/W2019646169","https://openalex.org/W2021688474","https://openalex.org/W2036055923","https://openalex.org/W2040900804","https://openalex.org/W2046830558","https://openalex.org/W2049836838","https://openalex.org/W2050496630","https://openalex.org/W2084597192","https://openalex.org/W2089175932","https://openalex.org/W2093124978","https://openalex.org/W2094764356","https://openalex.org/W2099919734","https://openalex.org/W2100945416","https://openalex.org/W2101227285","https://openalex.org/W2101728371","https://openalex.org/W2107277166","https://openalex.org/W2109192777","https://openalex.org/W2110200858","https://openalex.org/W2115403315","https://openalex.org/W2118978333","https://openalex.org/W2120457925","https://openalex.org/W2123279272","https://openalex.org/W2135198476","https://openalex.org/W2135641621","https://openalex.org/W2136054925","https://openalex.org/W2136706100","https://openalex.org/W2137955320","https://openalex.org/W2138900513","https://openalex.org/W2140190241","https://openalex.org/W2145213895","https://openalex.org/W2150874999","https://openalex.org/W2151553346","https://openalex.org/W2151666086","https://openalex.org/W2160958420","https://openalex.org/W2165698076","https://openalex.org/W2171731344","https://openalex.org/W2171816001","https://openalex.org/W2172232422","https://openalex.org/W2179438935","https://openalex.org/W2276400542","https://openalex.org/W2395579298","https://openalex.org/W2408181256","https://openalex.org/W2533546022","https://openalex.org/W2538159604","https://openalex.org/W2605594016","https://openalex.org/W2612569995","https://openalex.org/W2616817988","https://openalex.org/W2768753512","https://openalex.org/W3141989311","https://openalex.org/W3149100806","https://openalex.org/W4238859253","https://openalex.org/W6641082943","https://openalex.org/W6674712254","https://openalex.org/W6738437775"],"related_works":["https://openalex.org/W3201126466","https://openalex.org/W4282827391","https://openalex.org/W2375480909","https://openalex.org/W2353314428","https://openalex.org/W2012019886","https://openalex.org/W2166090428","https://openalex.org/W2381021552","https://openalex.org/W3158675493","https://openalex.org/W3216967183","https://openalex.org/W2022585969"],"abstract_inverted_index":{"In":[0,69,186],"long":[1],"running":[2],"systems,":[3],"software":[4,21,149],"tends":[5],"to":[6,45,58,63,84,96,111,128],"encounter":[7],"performance":[8,183],"degradation":[9],"and":[10,49,102,119,140,200],"increasing":[11],"failure":[12],"rate":[13],"during":[14],"execution.":[15],"This":[16],"phenomenon":[17],"has":[18],"been":[19],"named":[20,76],"aging,":[22],"which":[23],"is":[24,55,109,138],"caused":[25],"by":[26,36,142],"aging-related":[27,80],"bugs":[28],"(ARBs).":[29],"Testing":[30],"resource":[31],"allocation":[32],"can":[33,178,203],"be":[34],"optimized":[35],"identifying":[37],"ARB-prone":[38,118,198],"modules":[39],"with":[40,168],"ARB":[41,67,87,163],"prediction.":[42,68,88],"However,":[43],"due":[44],"the":[46,113,154,157,181,187,195],"low":[47],"presence":[48],"reproducing":[50],"difficulty":[51],"of":[52,93,135,145,197],"ARBs,":[53],"it":[54,190],"usually":[56],"hard":[57],"collect":[59],"sufficient":[60],"training":[61,101],"data":[62],"carry":[64],"out":[65],"within-project":[66,192],"this":[70,136],"paper,":[71],"we":[72],"propose":[73],"an":[74],"approach":[75,137],"transfer":[77,94],"learning":[78,95,108,124,171],"based":[79],"bug":[81,130],"prediction":[82,131,164,182],"(TLAP)":[83],"perform":[85],"cross-project":[86,162],"TLAP":[89,160,205],"first":[90],"takes":[91],"advantage":[92],"reduce":[97],"distribution":[98,201],"difference":[99],"between":[100,117],"testing":[103],"project.":[104],"Then,":[105],"class":[106,115],"imbalance":[107,116],"conducted":[110],"mitigate":[112],"severe":[114],"ARB-free":[120],"modules.":[121],"Finally,":[122],"machine":[123,170],"methods":[125],"are":[126],"used":[127],"handle":[129],"tasks.":[132],"The":[133],"effectiveness":[134],"validated":[139],"evaluated":[141],"nine":[143],"groups":[144],"experiments":[146,155],"on":[147,165,184],"real":[148],"systems.":[150],"Major":[151],"conclusions":[152],"from":[153,176],"include":[156],"following:":[158],"first,":[159],"improves":[161],"average":[166],"compared":[167],"traditional":[169],"methods;":[172],"second,":[173],"utilizing":[174],"information":[175],"multiple-projects":[177],"further":[179],"improve":[180],"average.":[185],"best":[188],"case,":[189],"outperforms":[191],"prediction;":[193],"third,":[194],"number":[196],"files":[199],"similarity":[202],"influence":[204],"performance.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
