{"id":"https://openalex.org/W3211813532","doi":"https://doi.org/10.1007/s00521-021-06659-3","title":"Just-in-time software defect prediction using deep temporal convolutional networks","display_name":"Just-in-time software defect prediction using deep temporal convolutional networks","publication_year":2021,"publication_date":"2021-11-14","ids":{"openalex":"https://openalex.org/W3211813532","doi":"https://doi.org/10.1007/s00521-021-06659-3","mag":"3211813532"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-021-06659-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06659-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","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/A5090801575","display_name":"Pasquale Ardimento","orcid":"https://orcid.org/0000-0001-6134-2993"},"institutions":[{"id":"https://openalex.org/I5561750","display_name":"University of Bari Aldo Moro","ror":"https://ror.org/027ynra39","country_code":"IT","type":"education","lineage":["https://openalex.org/I5561750"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Pasquale Ardimento","raw_affiliation_strings":["Department of Computer Science, University of Bari Aldo Moro, Bari, Italy"],"raw_orcid":"https://orcid.org/0000-0001-6134-2993","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Bari Aldo Moro, Bari, Italy","institution_ids":["https://openalex.org/I5561750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021224978","display_name":"Lerina Aversano","orcid":"https://orcid.org/0000-0003-2436-6835"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Lerina Aversano","raw_affiliation_strings":["Department of Engineering, University of Sannio, Benevento, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2436-6835","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032066141","display_name":"Mario Luca Bernardi","orcid":"https://orcid.org/0000-0002-3223-7032"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario Luca Bernardi","raw_affiliation_strings":["Department of Engineering, University of Sannio, Benevento, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3223-7032","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027577443","display_name":"Marta Cimitile","orcid":"https://orcid.org/0000-0003-2403-8313"},"institutions":[{"id":"https://openalex.org/I4210130905","display_name":"Unitelma Sapienza University","ror":"https://ror.org/04dfrdm61","country_code":"IT","type":"education","lineage":["https://openalex.org/I4210130905"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marta Cimitile","raw_affiliation_strings":["Department of Law and Economics, Unitelma Sapienza of Rome, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0003-2403-8313","affiliations":[{"raw_affiliation_string":"Department of Law and Economics, Unitelma Sapienza of Rome, Rome, Italy","institution_ids":["https://openalex.org/I4210130905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024514136","display_name":"Martina Iammarino","orcid":"https://orcid.org/0000-0001-8025-733X"},"institutions":[{"id":"https://openalex.org/I16337185","display_name":"University of Sannio","ror":"https://ror.org/04vc81p87","country_code":"IT","type":"education","lineage":["https://openalex.org/I16337185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martina Iammarino","raw_affiliation_strings":["Department of Engineering, University of Sannio, Benevento, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8025-733X","affiliations":[{"raw_affiliation_string":"Department of Engineering, University of Sannio, Benevento, Italy","institution_ids":["https://openalex.org/I16337185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5090801575"],"corresponding_institution_ids":["https://openalex.org/I5561750"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.551,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.95040788,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"34","issue":"5","first_page":"3981","last_page":"4001"},"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":0.9988999962806702,"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":0.9962000250816345,"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":0.8484522700309753},{"id":"https://openalex.org/keywords/commit","display_name":"Commit","score":0.5937224626541138},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5670986175537109},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.5517331957817078},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5171460509300232},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.502100944519043},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5014581680297852},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.46923142671585083},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4502217769622803},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.44212883710861206},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4390494227409363},{"id":"https://openalex.org/keywords/software-evolution","display_name":"Software evolution","score":0.4277564287185669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41383013129234314},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.38372567296028137},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.21156933903694153},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.13101765513420105},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1284027397632599}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8484522700309753},{"id":"https://openalex.org/C153180980","wikidata":"https://www.wikidata.org/wiki/Q19776675","display_name":"Commit","level":2,"score":0.5937224626541138},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5670986175537109},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.5517331957817078},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5171460509300232},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.502100944519043},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5014581680297852},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.46923142671585083},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4502217769622803},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.44212883710861206},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4390494227409363},{"id":"https://openalex.org/C202105479","wikidata":"https://www.wikidata.org/wiki/Q265013","display_name":"Software evolution","level":5,"score":0.4277564287185669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41383013129234314},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.38372567296028137},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.21156933903694153},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.13101765513420105},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1284027397632599},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-021-06659-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-021-06659-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:ricerca.uniba.it:11586/405352","is_oa":false,"landing_page_url":"https://hdl.handle.net/11586/405352","pdf_url":null,"source":{"id":"https://openalex.org/S4377196296","display_name":"CINECA IRIS Institutional Research Information System (University of Bari Aldo Moro)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I5561750","host_organization_name":"University of Bari Aldo Moro","host_organization_lineage":["https://openalex.org/I5561750"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W104184427","https://openalex.org/W1495061682","https://openalex.org/W1522301498","https://openalex.org/W1529870319","https://openalex.org/W1655956671","https://openalex.org/W1766594731","https://openalex.org/W1946080619","https://openalex.org/W2003920582","https://openalex.org/W2007705030","https://openalex.org/W2010136639","https://openalex.org/W2033418259","https://openalex.org/W2046830558","https://openalex.org/W2064675550","https://openalex.org/W2065547122","https://openalex.org/W2102446222","https://openalex.org/W2106411961","https://openalex.org/W2107643286","https://openalex.org/W2110385988","https://openalex.org/W2113207845","https://openalex.org/W2116873850","https://openalex.org/W2121866145","https://openalex.org/W2132887549","https://openalex.org/W2136706100","https://openalex.org/W2141007997","https://openalex.org/W2143177027","https://openalex.org/W2145574830","https://openalex.org/W2146338950","https://openalex.org/W2147105902","https://openalex.org/W2147386665","https://openalex.org/W2158744032","https://openalex.org/W2158864412","https://openalex.org/W2166107799","https://openalex.org/W2189149359","https://openalex.org/W2276400542","https://openalex.org/W2401620832","https://openalex.org/W2470673105","https://openalex.org/W2554066229","https://openalex.org/W2599212561","https://openalex.org/W2611052873","https://openalex.org/W2744611928","https://openalex.org/W2767286248","https://openalex.org/W2783657687","https://openalex.org/W2787229963","https://openalex.org/W2789246757","https://openalex.org/W2792764867","https://openalex.org/W2885969954","https://openalex.org/W2887758210","https://openalex.org/W2901941771","https://openalex.org/W2903359694","https://openalex.org/W2908055926","https://openalex.org/W2940740603","https://openalex.org/W2949117887","https://openalex.org/W2955232136","https://openalex.org/W2955991060","https://openalex.org/W2969937244","https://openalex.org/W2971805364","https://openalex.org/W2971940447","https://openalex.org/W2973430807","https://openalex.org/W2978030724","https://openalex.org/W2979922932","https://openalex.org/W2981374454","https://openalex.org/W3010856131","https://openalex.org/W3043540468","https://openalex.org/W3043591981","https://openalex.org/W3048903263","https://openalex.org/W3103719551","https://openalex.org/W3118822526","https://openalex.org/W3123998511","https://openalex.org/W3173543662","https://openalex.org/W3194696687","https://openalex.org/W4206600618","https://openalex.org/W4231947862","https://openalex.org/W4254841334","https://openalex.org/W4288076214"],"related_works":["https://openalex.org/W4312622767","https://openalex.org/W2103526356","https://openalex.org/W2164183816","https://openalex.org/W1980601824","https://openalex.org/W91382638","https://openalex.org/W2915599431","https://openalex.org/W2110708457","https://openalex.org/W2061144526","https://openalex.org/W2059750093","https://openalex.org/W2116693957"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2}],"updated_date":"2026-06-02T09:04:35.204637","created_date":"2025-10-10T00:00:00"}