乐胖代购免代理版

{"id":"https://openalex.org/W3149229226","doi":"https://doi.org/10.1142/s0218194021500108","title":"DEJIT: A Differential Evolution Algorithm for Effort-Aware Just-in-Time Software Defect Prediction","display_name":"DEJIT: A Differential Evolution Algorithm for Effort-Aware Just-in-Time Software Defect Prediction","publication_year":2021,"publication_date":"2021-03-01","ids":{"openalex":"https://openalex.org/W3149229226","doi":"https://doi.org/10.1142/s0218194021500108","mag":"3149229226"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194021500108","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5050762656","display_name":"Xingguang Yang","orcid":"https://orcid.org/0000-0001-7489-2265"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingguang Yang","raw_affiliation_strings":["Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China","Shanghai Key Laboratory of Computer Software, Evaluating and Testing, Shanghai 201112, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Computer Software, Evaluating and Testing, Shanghai 201112, P.\u00a0R.\u00a0China","institution_ids":[]},{"raw_affiliation_string":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058941949","display_name":"Huiqun Yu","orcid":"https://orcid.org/0000-0002-1899-1135"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huiqun Yu","raw_affiliation_strings":["Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China","Shanghai Engineering Research Center of Smart Energy, Shanghai, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I143593769"]},{"raw_affiliation_string":"Shanghai Engineering Research Center of Smart Energy, Shanghai, P.\u00a0R.\u00a0China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034901082","display_name":"Guisheng Fan","orcid":"https://orcid.org/0000-0002-2702-0242"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guisheng Fan","raw_affiliation_strings":["Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101891588","display_name":"Kang Yang","orcid":"https://orcid.org/0000-0002-5863-1003"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Yang","raw_affiliation_strings":["Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, East China University of Science and Technology, Shanghai 200237, P.\u00a0R.\u00a0China","institution_ids":["https://openalex.org/I143593769"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5058941949","https://openalex.org/A5034901082"],"corresponding_institution_ids":["https://openalex.org/I143593769","https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":5.311,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.999982,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":94},"biblio":{"volume":"31","issue":"03","first_page":"289","last_page":"310"},"is_retracted":false,"is_paratext":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":0.9983,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5218198},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.49372396},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.4605706},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.44745722}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7375728},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.58349055},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5816315},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5561032},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5375739},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5218198},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.49372396},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4907099},{"id":"https://openalex.org/C122048520","wikidata":"https://www.wikidata.org/wiki/Q2913954","display_name":"Percentile","level":2,"score":0.46678555},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.4605706},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.44745722},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.44663402},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.347997},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.33112293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3275618},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.090363115},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.086503446},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08384633},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218194021500108","pdf_url":null,"source":{"id":"https://openalex.org/S131442419","display_name":"International Journal of Software Engineering and Knowledge Engineering","issn_l":"0218-1940","issn":["0218-1940","1793-6403"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.57}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":40,"referenced_works":["https://openalex.org/W1655956671","https://openalex.org/W1708394971","https://openalex.org/W1975040830","https://openalex.org/W1984769753","https://openalex.org/W1988019447","https://openalex.org/W1989354793","https://openalex.org/W2007705030","https://openalex.org/W2021509116","https://openalex.org/W2051978688","https://openalex.org/W2078619945","https://openalex.org/W2082183626","https://openalex.org/W2105776892","https://openalex.org/W2147386665","https://openalex.org/W2149014999","https://openalex.org/W2150874999","https://openalex.org/W2151666086","https://openalex.org/W2157353183","https://openalex.org/W2276400542","https://openalex.org/W2474835145","https://openalex.org/W2548915941","https://openalex.org/W2594132308","https://openalex.org/W2599212561","https://openalex.org/W2744611928","https://openalex.org/W2766521509","https://openalex.org/W2767894374","https://openalex.org/W2774919641","https://openalex.org/W2802138742","https://openalex.org/W2805001156","https://openalex.org/W2809203308","https://openalex.org/W2897049944","https://openalex.org/W2898383220","https://openalex.org/W2933963254","https://openalex.org/W2955232136","https://openalex.org/W2955354980","https://openalex.org/W2955991060","https://openalex.org/W2967377772","https://openalex.org/W2971023196","https://openalex.org/W3105203384","https://openalex.org/W4236586490","https://openalex.org/W4250023757"],"related_works":["https://openalex.org/W4383568364","https://openalex.org/W3151530686","https://openalex.org/W2981446648","https://openalex.org/W2774439323","https://openalex.org/W2397092005","https://openalex.org/W2183678285","https://openalex.org/W2159730313","https://openalex.org/W2078744341","https://openalex.org/W2029555411","https://openalex.org/W1509265476"],"abstract_inverted_index":{"Software":[0],"defect":[1,29,141],"prediction":[2,30,55,112,182],"is":[3,16,94,193],"an":[4],"effective":[5],"approach":[6],"to":[7,33,49,63,80,109,131],"save":[8],"testing":[9,41],"resources":[10],"and":[11,159,166],"improve":[12,179],"software":[13,23,28,36,40],"quality,":[14],"which":[15,93],"widely":[17],"studied":[18],"in":[19,38,163,184],"the":[20,51,53,58,100,116,119,123,128,133,136,151,174,180,185,190,196],"field":[21],"of":[22,57,135],"engineering.":[24],"The":[25,138,169],"effort-aware":[26,54,181,197],"just-in-time":[27],"(JIT-SDP)":[31],"aims":[32],"identify":[34],"defective":[35],"changes":[37],"limited":[39],"resources.":[42],"Although":[43],"many":[44],"methods":[45],"have":[46],"been":[47],"proposed":[48,152],"solve":[50],"JIT-SDP,":[52],"performance":[56,183],"existing":[59],"models":[60,158,162],"still":[61],"needs":[62],"be":[64],"further":[65],"improved.":[66],"To":[67,114],"this":[68],"end,":[69],"we":[70,86,104,126],"propose":[71,87],"a":[72,88,111],"differential":[73],"evolution":[74],"(DE)":[75],"based":[76],"supervised":[77,157],"method":[78,153,176,192],"DEJIT":[79,175,191],"build":[81,110],"JIT-SDP":[82],"models.":[83],"Specifically,":[84],"first":[85],"metric":[89],"called":[90],"density-percentile-average":[91],"(DPA),":[92],"used":[95],"as":[96],"optimization":[97],"objective":[98],"on":[99,122],"training":[101,124],"set.":[102],"Then,":[103],"use":[105,127],"logistic":[106],"regression":[107],"(LR)":[108],"model.":[113],"make":[115],"LR":[117],"obtain":[118],"maximum":[120],"DPA":[121],"set,":[125],"DE":[129],"algorithm":[130],"determine":[132],"coefficients":[134],"LR.":[137],"experiment":[139],"uses":[140],"data":[142],"sets":[143],"from":[144],"six":[145],"open":[146],"source":[147],"projects.":[148],"We":[149],"compare":[150],"with":[154],"state-of-the-art":[155],"four":[156,160],"unsupervised":[161],"cross-validation,":[164],"cross-project-validation":[165],"timewise-cross-validation":[167],"scenarios.":[168,188],"empirical":[170],"results":[171],"demonstrate":[172],"that":[173],"can":[177],"significantly":[178],"three":[186],"evaluation":[187],"Therefore,":[189],"promising":[194],"for":[195],"JIT-SDP.":[198]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3149229226","counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2024-12-09T08:32:21.627980","created_date":"2021-04-13"}