{"id":"https://openalex.org/W4415746344","doi":"https://doi.org/10.1109/icsme64153.2025.00070","title":"Targeted Test Selection Approach in Continuous Integration","display_name":"Targeted Test Selection Approach in Continuous Integration","publication_year":2025,"publication_date":"2025-09-07","ids":{"openalex":"https://openalex.org/W4415746344","doi":"https://doi.org/10.1109/icsme64153.2025.00070"},"language":null,"primary_location":{"id":"doi:10.1109/icsme64153.2025.00070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsme64153.2025.00070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Software Maintenance and Evolution (ICSME)","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/A5119758965","display_name":"Pavel Plyusnin","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166206","display_name":"Medical Technologies (Czechia)","ror":"https://ror.org/05rgwjj62","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210166206"]}],"countries":["CZ"],"is_corresponding":true,"raw_author_name":"Pavel Plyusnin","raw_affiliation_strings":["T-Technologies,Moscow,Russia"],"affiliations":[{"raw_affiliation_string":"T-Technologies,Moscow,Russia","institution_ids":["https://openalex.org/I4210166206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103057818","display_name":"A. A. Antonov","orcid":"https://orcid.org/0000-0001-7224-5267"},"institutions":[{"id":"https://openalex.org/I4210166206","display_name":"Medical Technologies (Czechia)","ror":"https://ror.org/05rgwjj62","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210166206"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Aleksey Antonov","raw_affiliation_strings":["T-Technologies,Moscow,Russia"],"affiliations":[{"raw_affiliation_string":"T-Technologies,Moscow,Russia","institution_ids":["https://openalex.org/I4210166206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052839916","display_name":"Vasilii Ermakov","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166206","display_name":"Medical Technologies (Czechia)","ror":"https://ror.org/05rgwjj62","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210166206"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Vasilii Ermakov","raw_affiliation_strings":["T-Technologies,Moscow,Russia"],"affiliations":[{"raw_affiliation_string":"T-Technologies,Moscow,Russia","institution_ids":["https://openalex.org/I4210166206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120207608","display_name":"Alexandr Khaybriev","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166206","display_name":"Medical Technologies (Czechia)","ror":"https://ror.org/05rgwjj62","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210166206"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Alexandr Khaybriev","raw_affiliation_strings":["T-Technologies,Moscow,Russia"],"affiliations":[{"raw_affiliation_string":"T-Technologies,Moscow,Russia","institution_ids":["https://openalex.org/I4210166206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5119758967","display_name":"Margarita Kikot","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166206","display_name":"Medical Technologies (Czechia)","ror":"https://ror.org/05rgwjj62","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210166206"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Margarita Kikot","raw_affiliation_strings":["T-Technologies,Moscow,Russia"],"affiliations":[{"raw_affiliation_string":"T-Technologies,Moscow,Russia","institution_ids":["https://openalex.org/I4210166206"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019116960","display_name":"Ilseyar Alimova","orcid":"https://orcid.org/0000-0003-4528-6631"},"institutions":[{"id":"https://openalex.org/I4210166206","display_name":"Medical Technologies (Czechia)","ror":"https://ror.org/05rgwjj62","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210166206"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Ilseyar Alimova","raw_affiliation_strings":["T-Technologies,Moscow,Russia"],"affiliations":[{"raw_affiliation_string":"T-Technologies,Moscow,Russia","institution_ids":["https://openalex.org/I4210166206"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013768633","display_name":"Stanislav Moiseev","orcid":null},"institutions":[{"id":"https://openalex.org/I4210166206","display_name":"Medical Technologies (Czechia)","ror":"https://ror.org/05rgwjj62","country_code":"CZ","type":"company","lineage":["https://openalex.org/I4210166206"]}],"countries":["CZ"],"is_corresponding":false,"raw_author_name":"Stanislav Moiseev","raw_affiliation_strings":["T-Technologies,Moscow,Russia"],"affiliations":[{"raw_affiliation_string":"T-Technologies,Moscow,Russia","institution_ids":["https://openalex.org/I4210166206"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5119758965"],"corresponding_institution_ids":["https://openalex.org/I4210166206"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34764485,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.92330002784729,"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"}},"topics":[{"id":"https://openalex.org/T10743","display_name":"Software Testing and Debugging Techniques","score":0.92330002784729,"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":0.04769999906420708,"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"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.007600000128149986,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6693000197410583},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5853999853134155},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.5238000154495239},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5194000005722046},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5073000192642212},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4169999957084656},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.40369999408721924},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.39959999918937683},{"id":"https://openalex.org/keywords/test-management-approach","display_name":"Test Management Approach","score":0.38600000739097595}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7821999788284302},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6693000197410583},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5853999853134155},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5238000154495239},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5194000005722046},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5073000192642212},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4169999957084656},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.40369999408721924},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.39959999918937683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3977999985218048},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39469999074935913},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3921000063419342},{"id":"https://openalex.org/C7435765","wikidata":"https://www.wikidata.org/wiki/Q7705776","display_name":"Test Management Approach","level":5,"score":0.38600000739097595},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.382099986076355},{"id":"https://openalex.org/C188598960","wikidata":"https://www.wikidata.org/wiki/Q7705805","display_name":"Test strategy","level":3,"score":0.37929999828338623},{"id":"https://openalex.org/C16910744","wikidata":"https://www.wikidata.org/wiki/Q7705759","display_name":"Test data","level":2,"score":0.37630000710487366},{"id":"https://openalex.org/C53942775","wikidata":"https://www.wikidata.org/wiki/Q1211721","display_name":"Code coverage","level":3,"score":0.3610999882221222},{"id":"https://openalex.org/C148027188","wikidata":"https://www.wikidata.org/wiki/Q907375","display_name":"Unit testing","level":3,"score":0.35530000925064087},{"id":"https://openalex.org/C128942645","wikidata":"https://www.wikidata.org/wiki/Q1568346","display_name":"Test case","level":3,"score":0.3479999899864197},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3109000027179718},{"id":"https://openalex.org/C107683887","wikidata":"https://www.wikidata.org/wiki/Q782466","display_name":"Integration testing","level":3,"score":0.3091999888420105},{"id":"https://openalex.org/C109852812","wikidata":"https://www.wikidata.org/wiki/Q2406355","display_name":"Test harness","level":5,"score":0.3050000071525574},{"id":"https://openalex.org/C108913964","wikidata":"https://www.wikidata.org/wiki/Q2376856","display_name":"System under test","level":4,"score":0.30219998955726624},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2906000018119812},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.28060001134872437},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.27869999408721924},{"id":"https://openalex.org/C126953365","wikidata":"https://www.wikidata.org/wiki/Q5438152","display_name":"Fault coverage","level":3,"score":0.26109999418258667},{"id":"https://openalex.org/C132519959","wikidata":"https://www.wikidata.org/wiki/Q3077373","display_name":"Test method","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C37945671","wikidata":"https://www.wikidata.org/wiki/Q7336207","display_name":"Risk-based testing","level":5,"score":0.25619998574256897},{"id":"https://openalex.org/C80519477","wikidata":"https://www.wikidata.org/wiki/Q3532236","display_name":"Scenario testing","level":3,"score":0.25440001487731934},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.2535000145435333},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsme64153.2025.00070","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsme64153.2025.00070","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Software Maintenance and Evolution (ICSME)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1992987499","https://openalex.org/W1998393968","https://openalex.org/W2040019420","https://openalex.org/W2098807207","https://openalex.org/W2104420598","https://openalex.org/W2110068396","https://openalex.org/W2123356060","https://openalex.org/W2137433502","https://openalex.org/W2144211451","https://openalex.org/W2157331557","https://openalex.org/W2165026081","https://openalex.org/W2170771779","https://openalex.org/W2250539671","https://openalex.org/W2295598076","https://openalex.org/W2547999707","https://openalex.org/W2734711024","https://openalex.org/W2767555494","https://openalex.org/W2794497357","https://openalex.org/W2794522096","https://openalex.org/W2882319491","https://openalex.org/W2909449777","https://openalex.org/W2963023085","https://openalex.org/W3023833538","https://openalex.org/W3214785090","https://openalex.org/W4206600618","https://openalex.org/W4234850954","https://openalex.org/W4235261662","https://openalex.org/W4247801242","https://openalex.org/W4251215559","https://openalex.org/W4286303810","https://openalex.org/W4400350633","https://openalex.org/W4403895567"],"related_works":[],"abstract_inverted_index":{"In":[0],"modern":[1],"software":[2],"development":[3],"change-based":[4],"testing":[5,21],"plays":[6],"a":[7,41,53],"crucial":[8],"role.":[9],"However,":[10],"as":[11,59],"codebases":[12],"expand":[13],"and":[14,66,70,88,94,100,133,153],"test":[15,47,142],"suites":[16],"grow,":[17],"efficiently":[18],"managing":[19],"the":[20,28,73,126],"process":[22],"becomes":[23],"increasingly":[24],"challenging,":[25],"especially":[26],"given":[27],"high":[29],"frequency":[30],"of":[31,61,75,115,141],"daily":[32],"code":[33],"commits.":[34],"We":[35],"propose":[36],"Targeted":[37],"Test":[38],"Selection":[39],"(T-TS),":[40],"machine":[42],"learning":[43],"approach":[44],"for":[45],"industrial":[46,105],"selection.":[48],"Our":[49],"key":[50],"innovation":[51],"is":[52,146],"data":[54],"representation":[55],"that":[56],"represents":[57],"commits":[58],"Bags-of-Words":[60],"changed":[62],"files,":[63],"incorporates":[64],"cross-file":[65],"additional":[67],"predictive":[68],"features,":[69],"notably":[71],"avoids":[72],"use":[74],"coverage":[76],"maps.":[77],"Deployed":[78],"in":[79],"production,":[80],"T-TS":[81,107],"was":[82],"comprehensively":[83],"evaluated":[84],"against":[85],"industry":[86],"standards":[87],"recent":[89],"methods":[90],"using":[91],"both":[92],"internal":[93],"public":[95],"datasets,":[96],"measuring":[97],"time":[98,119],"efficiency":[99],"fault":[101],"detection.":[102],"On":[103],"live":[104],"data,":[106],"selects":[108],"only":[109],"<tex":[110,121,129,136],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[111,122,130,137],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{1":[112],"5}":[113],"\\%$</tex>":[114],"tests,":[116],"reduces":[117],"execution":[118],"by":[120,128],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$5.9":[123],"\\times$</tex>,":[124,132],"accelerates":[125],"pipeline":[127],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$5.6":[131],"detects":[134],"over":[135],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\mathbf{9":[138],"5":[139],"\\%}$</tex>":[140],"failures.":[143],"The":[144],"implementation":[145],"publicly":[147],"available":[148],"to":[149],"support":[150],"further":[151],"research":[152],"practical":[154],"adoption.":[155]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-31T00:00:00"}
