{"id":"https://openalex.org/W3034452987","doi":"https://doi.org/10.1109/access.2020.3001440","title":"CDS: A Cross\u2013Version Software Defect Prediction Model With Data Selection","display_name":"CDS: A Cross\u2013Version Software Defect Prediction Model With Data Selection","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3034452987","doi":"https://doi.org/10.1109/access.2020.3001440","mag":"3034452987"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3001440","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3001440","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09113260.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09113260.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5106856161","display_name":"Jie Zhang","orcid":"https://orcid.org/0000-0003-2652-8578"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jie Zhang","raw_affiliation_strings":["National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031531093","display_name":"Jiajing Wu","orcid":"https://orcid.org/0000-0001-5155-8547"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajing Wu","raw_affiliation_strings":["National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115591121","display_name":"Chuan Chen","orcid":"https://orcid.org/0009-0004-2424-6475"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Chen","raw_affiliation_strings":["National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zibin Zheng","orcid":"https://orcid.org/0000-0001-7872-7718"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zibin Zheng","raw_affiliation_strings":["National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center of Digital Life, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Computer and Data Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069596903","display_name":"Michael R. Lyu","orcid":"https://orcid.org/0000-0002-3666-5798"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Michael R. Lyu","raw_affiliation_strings":["Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I177725633"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5106856161"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.5643,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.9615127,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"110059","last_page":"110072"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":1.0,"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":1.0,"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":0.996999979019165,"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":0.9909999966621399,"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":0.8595744371414185},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6723562479019165},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.6059557199478149},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.593201756477356},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.509631872177124},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.483294278383255},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47428685426712036},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4489738345146179},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3814515471458435},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.14484143257141113}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8595744371414185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6723562479019165},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.6059557199478149},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.593201756477356},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.509631872177124},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.483294278383255},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47428685426712036},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4489738345146179},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3814515471458435},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.14484143257141113}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3001440","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3001440","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09113260.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ce974273d1664b90945c623cdfe4d427","is_oa":true,"landing_page_url":"https://doaj.org/article/ce974273d1664b90945c623cdfe4d427","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 110059-110072 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3001440","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3001440","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09113260.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G1023919524","display_name":null,"funder_award_id":", Grant","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2678325498","display_name":null,"funder_award_id":"61973325","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3435950671","display_name":null,"funder_award_id":"and Gr","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3648051187","display_name":null,"funder_award_id":"61503420","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3683886640","display_name":null,"funder_award_id":"2016YFB1000101","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8114646031","display_name":null,"funder_award_id":"2016Y","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G8199004219","display_name":null,"funder_award_id":"61722214","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3034452987.pdf","grobid_xml":"https://content.openalex.org/works/W3034452987.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W1498305593","https://openalex.org/W1505648523","https://openalex.org/W1529870319","https://openalex.org/W1566773348","https://openalex.org/W1902482618","https://openalex.org/W1912123407","https://openalex.org/W1933453367","https://openalex.org/W1979360936","https://openalex.org/W1980201834","https://openalex.org/W1984893691","https://openalex.org/W2021688474","https://openalex.org/W2025700486","https://openalex.org/W2036055923","https://openalex.org/W2037691959","https://openalex.org/W2046830558","https://openalex.org/W2047338137","https://openalex.org/W2056601071","https://openalex.org/W2061019658","https://openalex.org/W2064330644","https://openalex.org/W2067490448","https://openalex.org/W2069569831","https://openalex.org/W2070374624","https://openalex.org/W2072858195","https://openalex.org/W2086095861","https://openalex.org/W2105776892","https://openalex.org/W2106393550","https://openalex.org/W2110656807","https://openalex.org/W2120457925","https://openalex.org/W2121866145","https://openalex.org/W2133990480","https://openalex.org/W2135198476","https://openalex.org/W2172232422","https://openalex.org/W2242800359","https://openalex.org/W2360967250","https://openalex.org/W2385483600","https://openalex.org/W2560579200","https://openalex.org/W2731935965","https://openalex.org/W2781346976","https://openalex.org/W2782726450","https://openalex.org/W2793681838","https://openalex.org/W2795921267","https://openalex.org/W2808122494","https://openalex.org/W2809761809","https://openalex.org/W2911964244","https://openalex.org/W2944955910","https://openalex.org/W2963548617","https://openalex.org/W2964205113","https://openalex.org/W2969773072","https://openalex.org/W3149100806","https://openalex.org/W4206600618","https://openalex.org/W4238859253","https://openalex.org/W4241879543","https://openalex.org/W4245807786","https://openalex.org/W4251037909","https://openalex.org/W6629622560","https://openalex.org/W6640114639","https://openalex.org/W6667573648","https://openalex.org/W6748654903","https://openalex.org/W6758700058"],"related_works":["https://openalex.org/W2804364458","https://openalex.org/W4298130764","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2083665254","https://openalex.org/W2393816671","https://openalex.org/W1534720161","https://openalex.org/W2804957450","https://openalex.org/W2942177010","https://openalex.org/W1926736923"],"abstract_inverted_index":{"Over":[0],"the":[1,17,50,61,65,85,131,143,158,162,174,184,196,202,214],"past":[2],"decade,":[3],"a":[4,25,69,110,115,126,148,178,225],"large":[5],"number":[6],"of":[7,54,64,81,134,198,230],"software":[8,22,70,211],"defect":[9,52,132],"prediction":[10,133],"approaches":[11],"have":[12,188],"been":[13],"proposed":[14,123,177,203],"to":[15,34,48,57],"identify":[16],"defect-prone":[18],"modules":[19],"by":[20,108,168,194],"mining":[21],"repositories.":[23],"Recently,":[24],"novel":[26,127,149],"scenario":[27],"called":[28],"Cross-Version":[29],"Defect":[30],"Prediction":[31],"(CVDP)":[32],"begins":[33],"draw":[35],"increasing":[36],"research":[37],"interests,":[38],"as":[39],"it":[40],"is":[41,125],"more":[42],"reasonable":[43],"and":[44,97,136,165,213,224],"applicable":[45],"in":[46,60,139,191,228],"practice":[47],"adopt":[49],"labeled":[51],"data":[53,94,160],"previous":[55,75,192],"versions":[56,167,208],"predict":[58],"defects":[59],"current":[62],"version":[63,111,193],"same":[66],"project.":[67],"As":[68],"project":[71],"often":[72],"has":[73],"multiple":[74],"versions,":[76],"CVDP":[77],"on":[78,206],"this":[79,101],"kind":[80],"projects":[82],"will":[83],"face":[84],"following":[86],"two":[87,106],"critical":[88],"but":[89],"seldom":[90],"reported":[91],"issues,":[92],"namely,":[93],"distribution":[95],"difference":[96],"class":[98],"overlapping.":[99],"In":[100],"paper,":[102],"we":[103,146],"address":[104],"these":[105],"issues":[107],"solving":[109],"selection":[112],"problem":[113],"via":[114],"Cross-version":[116],"model":[117,205],"with":[118],"Data":[119],"Selection":[120],"(CDS).":[121],"The":[122],"CDS":[124,204,219],"framework":[128],"which":[129,154,187],"treats":[130],"existing":[135,144],"new":[137,185],"files":[138,186],"different":[140],"ways.":[141],"For":[142],"files,":[145],"propose":[147],"Clustering-based":[150],"Multi-Version":[151],"Classifier":[152],"(CMVC),":[153],"can":[155],"automatically":[156],"select":[157],"training":[159],"from":[161],"most":[163],"relevant":[164],"noise-free":[166],"assigning":[169],"them":[170],"higher":[171],"weights":[172],"than":[173],"others.":[175],"We":[176,200],"Weighted":[179],"Sampling":[180],"Model":[181],"(WSM)":[182],"for":[183],"never":[189],"appeared":[190],"incorporating":[195],"outputs":[197],"CMVC.":[199],"evaluate":[201],"28":[207],"across":[209],"8":[210],"projects,":[212],"experimental":[215],"results":[216],"demonstrate":[217],"that":[218],"outperforms":[220],"three":[221,231],"baseline":[222],"methods":[223],"state-of-the-art":[226],"approach":[227],"terms":[229],"prevalent":[232],"performance":[233],"indicators.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2020-06-19T00:00:00"}