{"id":"https://openalex.org/W3161315054","doi":"https://doi.org/10.1007/s11334-021-00399-2","title":"Bootstrap aggregation ensemble learning-based reliable approach for software defect prediction by using characterized code feature","display_name":"Bootstrap aggregation ensemble learning-based reliable approach for software defect prediction by using characterized code feature","publication_year":2021,"publication_date":"2021-05-19","ids":{"openalex":"https://openalex.org/W3161315054","doi":"https://doi.org/10.1007/s11334-021-00399-2","mag":"3161315054"},"language":"en","primary_location":{"id":"doi:10.1007/s11334-021-00399-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11334-021-00399-2","pdf_url":null,"source":{"id":"https://openalex.org/S151239915","display_name":"Innovations in Systems and Software Engineering","issn_l":"1614-5046","issn":["1614-5046","1614-5054"],"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":"Innovations in Systems and Software Engineering","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/A5026836850","display_name":"P. Suresh Kumar","orcid":"https://orcid.org/0000-0002-5922-0505"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"P. Suresh Kumar","raw_affiliation_strings":["Department of Information Technology, Veer Surendra Sai University of Technology, Burla, 768018, India"],"raw_orcid":"https://orcid.org/0000-0002-5922-0505","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Veer Surendra Sai University of Technology, Burla, 768018, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078422400","display_name":"H. S. Behera","orcid":"https://orcid.org/0000-0002-8952-8383"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"H. S. Behera","raw_affiliation_strings":["Department of Information Technology, Veer Surendra Sai University of Technology, Burla, 768018, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Veer Surendra Sai University of Technology, Burla, 768018, India","institution_ids":["https://openalex.org/I185065464"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084502652","display_name":"Janmenjoy Nayak","orcid":"https://orcid.org/0000-0002-9746-6557"},"institutions":[{"id":"https://openalex.org/I4210145126","display_name":"Aditya Birla (India)","ror":"https://ror.org/03pztks36","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210145126"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Janmenjoy Nayak","raw_affiliation_strings":["Department of CSE, Aditya Institute of Technology and Management (AITAM), Tekkali, AP, 532201, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of CSE, Aditya Institute of Technology and Management (AITAM), Tekkali, AP, 532201, India","institution_ids":["https://openalex.org/I4210145126"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044832580","display_name":"Bighnaraj Naik","orcid":"https://orcid.org/0000-0002-9761-8389"},"institutions":[{"id":"https://openalex.org/I185065464","display_name":"Veer Surendra Sai University of Technology","ror":"https://ror.org/02yghbg68","country_code":"IN","type":"education","lineage":["https://openalex.org/I185065464"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Bighnaraj Naik","raw_affiliation_strings":["Department of Computer Application, Veer Surendra Sai University of Technology, Burla, 768018, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Application, Veer Surendra Sai University of Technology, Burla, 768018, India","institution_ids":["https://openalex.org/I185065464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5026836850"],"corresponding_institution_ids":["https://openalex.org/I185065464"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":9.6736,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.97977426,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"17","issue":"4","first_page":"355","last_page":"379"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9930999875068665,"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":0.9803000092506409,"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":0.7480915784835815},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.639660656452179},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5752708911895752},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5698091387748718},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5692961812019348},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5063844919204712},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4816274046897888},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4765870273113251},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4551149010658264},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4285087287425995},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.3109464943408966},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09369400143623352}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7480915784835815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.639660656452179},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5752708911895752},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5698091387748718},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5692961812019348},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5063844919204712},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4816274046897888},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4765870273113251},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4551149010658264},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4285087287425995},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.3109464943408966},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09369400143623352},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":1,"locations":[{"id":"doi:10.1007/s11334-021-00399-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11334-021-00399-2","pdf_url":null,"source":{"id":"https://openalex.org/S151239915","display_name":"Innovations in Systems and Software Engineering","issn_l":"1614-5046","issn":["1614-5046","1614-5054"],"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":"Innovations in Systems and Software Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W168970045","https://openalex.org/W323429675","https://openalex.org/W991094393","https://openalex.org/W1987518466","https://openalex.org/W1992345889","https://openalex.org/W2026219386","https://openalex.org/W2026750231","https://openalex.org/W2049235942","https://openalex.org/W2052229651","https://openalex.org/W2060076052","https://openalex.org/W2074805796","https://openalex.org/W2090854192","https://openalex.org/W2127623179","https://openalex.org/W2385483600","https://openalex.org/W2585105539","https://openalex.org/W2743316948","https://openalex.org/W2766373368","https://openalex.org/W2783657687","https://openalex.org/W2787337551","https://openalex.org/W2789977158","https://openalex.org/W2807317544","https://openalex.org/W2898602060","https://openalex.org/W2898762959","https://openalex.org/W2905816416","https://openalex.org/W2912934387","https://openalex.org/W2945339223","https://openalex.org/W2963520355","https://openalex.org/W3011028208","https://openalex.org/W3042453027","https://openalex.org/W3049585767","https://openalex.org/W3087938565","https://openalex.org/W4212883601"],"related_works":["https://openalex.org/W2078744341","https://openalex.org/W2029555411","https://openalex.org/W2774439323","https://openalex.org/W3151530686","https://openalex.org/W2981446648","https://openalex.org/W2183678285","https://openalex.org/W1509265476","https://openalex.org/W4383568364","https://openalex.org/W2343937073","https://openalex.org/W2625713788"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}