{"id":"https://openalex.org/W3046288982","doi":"https://doi.org/10.1145/3377929.3390050","title":"On the prediction of continuous integration build failures using search-based software engineering","display_name":"On the prediction of continuous integration build failures using search-based software engineering","publication_year":2020,"publication_date":"2020-07-08","ids":{"openalex":"https://openalex.org/W3046288982","doi":"https://doi.org/10.1145/3377929.3390050","mag":"3046288982"},"language":"en","primary_location":{"id":"doi:10.1145/3377929.3390050","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377929.3390050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-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/A5018318536","display_name":"Islem Saidani","orcid":"https://orcid.org/0000-0003-1836-6046"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Islem Saidani","raw_affiliation_strings":["\u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090942200","display_name":"Ali Ouni","orcid":"https://orcid.org/0000-0003-4708-0362"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ali Ouni","raw_affiliation_strings":["\u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081978873","display_name":"Moataz Chouchen","orcid":"https://orcid.org/0000-0002-1134-1324"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Moataz Chouchen","raw_affiliation_strings":["\u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"\u00c9cole de Technologie Sup\u00e9rieure, Montreal, QC, Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067869262","display_name":"Mohamed Wiem Mkaouer","orcid":"https://orcid.org/0000-0001-6010-7561"},"institutions":[{"id":"https://openalex.org/I155173764","display_name":"Rochester Institute of Technology","ror":"https://ror.org/00v4yb702","country_code":"US","type":"education","lineage":["https://openalex.org/I155173764"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Wiem Mkaouer","raw_affiliation_strings":["Rochester Institute of Technology"],"affiliations":[{"raw_affiliation_string":"Rochester Institute of Technology","institution_ids":["https://openalex.org/I155173764"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5018318536"],"corresponding_institution_ids":["https://openalex.org/I9736820"],"apc_list":null,"apc_paid":null,"fwci":1.6014,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87805643,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"313","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9958000183105469,"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/computer-science","display_name":"Computer science","score":0.803574800491333},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7842769622802734},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.7172569632530212},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5690679550170898},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5620830655097961},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5617870092391968},{"id":"https://openalex.org/keywords/search-based-software-engineering","display_name":"Search-based software engineering","score":0.5522345900535583},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.46858638525009155},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.4659802317619324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4477090537548065},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42944198846817017},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.42808911204338074},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.34032565355300903},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2777271866798401},{"id":"https://openalex.org/keywords/software-development-process","display_name":"Software development process","score":0.2160467803478241},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11301985383033752}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.803574800491333},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7842769622802734},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.7172569632530212},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5690679550170898},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5620830655097961},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5617870092391968},{"id":"https://openalex.org/C139143892","wikidata":"https://www.wikidata.org/wiki/Q7441615","display_name":"Search-based software engineering","level":5,"score":0.5522345900535583},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.46858638525009155},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.4659802317619324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4477090537548065},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42944198846817017},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.42808911204338074},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.34032565355300903},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2777271866798401},{"id":"https://openalex.org/C180152950","wikidata":"https://www.wikidata.org/wiki/Q2904257","display_name":"Software development process","level":4,"score":0.2160467803478241},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11301985383033752},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3377929.3390050","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3377929.3390050","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:21347","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/21347/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Compte rendu de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4399999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2026750231","https://openalex.org/W2026804661","https://openalex.org/W2039978418","https://openalex.org/W2126105956","https://openalex.org/W2343813548","https://openalex.org/W2515688147","https://openalex.org/W2726948491","https://openalex.org/W2745000922","https://openalex.org/W2772064075","https://openalex.org/W2807786268"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W972276598","https://openalex.org/W2087343574","https://openalex.org/W4246352526","https://openalex.org/W2905303940"],"abstract_inverted_index":{"Continuous":[0],"Integration":[1],"(CI)":[2],"aims":[3,95],"at":[4,96],"supporting":[5],"developers":[6],"in":[7,16],"integrating":[8],"code":[9],"changes":[10],"quickly":[11],"through":[12],"automated":[13],"building.":[14],"However,":[15],"such":[17],"context,":[18],"the":[19,30,42,53,64,98],"build":[20,46,89],"process":[21],"is":[22],"typically":[23],"time":[24,47],"and":[25,69,113,143],"resource-consuming.":[26],"As":[27],"a":[28,79,90,121,137],"response,":[29],"use":[31],"of":[32,44,67,123],"machine":[33],"learning":[34],"(ML)":[35],"techniques":[36],"has":[37],"been":[38],"proposed":[39],"to":[40,63,88,108],"cut":[41],"expenses":[43],"CI":[45],"by":[48,59,135],"predicting":[49],"its":[50],"outcome.":[51],"Nevertheless,":[52],"existing":[54],"ML-based":[55],"solutions":[56],"are":[57],"challenged":[58],"problems":[60],"related":[61],"mainly":[62],"imbalanced":[65],"distribution":[66],"successful":[68],"failed":[70,142],"builds.":[71,125,145],"To":[72],"deal":[73,109],"with":[74,110],"this":[75],"issue,":[76],"we":[77],"introduce":[78],"novel":[80],"approach":[81,94,119],"based":[82,102],"on":[83,103,120],"Multi-Objective":[84],"Genetic":[85],"Programming":[86],"(MOGP)":[87],"prediction":[91,100],"model.":[92],"Our":[93],"finding":[97],"best":[99],"rules":[101],"two":[104],"conflicting":[105],"objective":[106],"functions":[107],"both":[111,141],"minority":[112],"majority":[114],"classes.":[115],"We":[116],"evaluated":[117],"our":[118,130],"benchmark":[122],"15,383":[124],"The":[126],"results":[127],"reveal":[128],"that":[129],"technique":[131],"outperforms":[132],"state-of-the-art":[133],"approaches":[134],"providing":[136],"better":[138],"balance":[139],"between":[140],"passed":[144]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}