{"id":"https://openalex.org/W4317034740","doi":"https://doi.org/10.1007/s00500-022-07738-w","title":"Software defect prediction using hybrid techniques: a systematic literature review","display_name":"Software defect prediction using hybrid techniques: a systematic literature review","publication_year":2023,"publication_date":"2023-01-17","ids":{"openalex":"https://openalex.org/W4317034740","doi":"https://doi.org/10.1007/s00500-022-07738-w"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-022-07738-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-022-07738-w","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","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/A5047796614","display_name":"Ruchika Malhotra","orcid":"https://orcid.org/0000-0003-3872-6213"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ruchika Malhotra","raw_affiliation_strings":["Department of Software Engineering, Delhi Technological University, Bawana Road, New Delhi, Delhi, 110042, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Delhi Technological University, Bawana Road, New Delhi, Delhi, 110042, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091136007","display_name":"Sonali Chawla","orcid":"https://orcid.org/0000-0003-3280-7223"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sonali Chawla","raw_affiliation_strings":["Department of Software Engineering, Delhi Technological University, Bawana Road, New Delhi, Delhi, 110042, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Delhi Technological University, Bawana Road, New Delhi, Delhi, 110042, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067280229","display_name":"Anjali Sharma","orcid":"https://orcid.org/0000-0003-0389-046X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anjali Sharma","raw_affiliation_strings":["Department of Planning Monitoring and Evaluation, CSIR-National Physical Laboratory, Dr. KS Krishnan Marg, Pusa, New Delhi, Delhi, 110012, India"],"raw_orcid":"https://orcid.org/0000-0003-0389-046X","affiliations":[{"raw_affiliation_string":"Department of Planning Monitoring and Evaluation, CSIR-National Physical Laboratory, Dr. KS Krishnan Marg, Pusa, New Delhi, Delhi, 110012, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5067280229"],"corresponding_institution_ids":[],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":13.1529,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.98713443,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"27","issue":"12","first_page":"8255","last_page":"8288"},"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":0.9979000091552734,"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":0.9739999771118164,"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":0.7303751111030579},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6286124587059021},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6156288981437683},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5815943479537964},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5659193992614746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4826227128505707},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4213062822818756},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39334815740585327},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.36687901616096497},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14122647047042847}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7303751111030579},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6286124587059021},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6156288981437683},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5815943479537964},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5659193992614746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4826227128505707},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4213062822818756},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39334815740585327},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.36687901616096497},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14122647047042847},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-022-07738-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-022-07738-w","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":107,"referenced_works":["https://openalex.org/W38372507","https://openalex.org/W53194775","https://openalex.org/W991094393","https://openalex.org/W1210281339","https://openalex.org/W1505648523","https://openalex.org/W1512128027","https://openalex.org/W1655956671","https://openalex.org/W1847556889","https://openalex.org/W1877420198","https://openalex.org/W1964962870","https://openalex.org/W1975675278","https://openalex.org/W1977321274","https://openalex.org/W1990750974","https://openalex.org/W2000251235","https://openalex.org/W2012319196","https://openalex.org/W2016551940","https://openalex.org/W2016707908","https://openalex.org/W2024133449","https://openalex.org/W2025700486","https://openalex.org/W2026750231","https://openalex.org/W2031416227","https://openalex.org/W2032751870","https://openalex.org/W2037664399","https://openalex.org/W2038214150","https://openalex.org/W2053679663","https://openalex.org/W2060076052","https://openalex.org/W2068430427","https://openalex.org/W2080521990","https://openalex.org/W2090854192","https://openalex.org/W2092382400","https://openalex.org/W2118978333","https://openalex.org/W2119327016","https://openalex.org/W2135452472","https://openalex.org/W2144129905","https://openalex.org/W2146338950","https://openalex.org/W2153551406","https://openalex.org/W2158864412","https://openalex.org/W2163510721","https://openalex.org/W2170735442","https://openalex.org/W2236499470","https://openalex.org/W2305460223","https://openalex.org/W2312398278","https://openalex.org/W2331465628","https://openalex.org/W2338571852","https://openalex.org/W2342639439","https://openalex.org/W2343420905","https://openalex.org/W2360967250","https://openalex.org/W2470684468","https://openalex.org/W2508189139","https://openalex.org/W2535299462","https://openalex.org/W2560579200","https://openalex.org/W2604349072","https://openalex.org/W2605973245","https://openalex.org/W2611490167","https://openalex.org/W2626112854","https://openalex.org/W2659131298","https://openalex.org/W2666681845","https://openalex.org/W2765338669","https://openalex.org/W2783056558","https://openalex.org/W2783657687","https://openalex.org/W2787337551","https://openalex.org/W2791812915","https://openalex.org/W2795281933","https://openalex.org/W2803253255","https://openalex.org/W2807317544","https://openalex.org/W2808591528","https://openalex.org/W2889120673","https://openalex.org/W2889149598","https://openalex.org/W2889539774","https://openalex.org/W2903178207","https://openalex.org/W2905816416","https://openalex.org/W2912086532","https://openalex.org/W2921707507","https://openalex.org/W2922408684","https://openalex.org/W2969522728","https://openalex.org/W2981073616","https://openalex.org/W2994752807","https://openalex.org/W2996442278","https://openalex.org/W2997546679","https://openalex.org/W2999529087","https://openalex.org/W3003439485","https://openalex.org/W3004097831","https://openalex.org/W3005805959","https://openalex.org/W3014718131","https://openalex.org/W3022619148","https://openalex.org/W3027170609","https://openalex.org/W3037094019","https://openalex.org/W3047949758","https://openalex.org/W3103728054","https://openalex.org/W3113080458","https://openalex.org/W3119533254","https://openalex.org/W3123998511","https://openalex.org/W3124270557","https://openalex.org/W3131286900","https://openalex.org/W3131597493","https://openalex.org/W3134088480","https://openalex.org/W3139506417","https://openalex.org/W3141989311","https://openalex.org/W3143822685","https://openalex.org/W3158500763","https://openalex.org/W3172831760","https://openalex.org/W4200441835","https://openalex.org/W4205523729","https://openalex.org/W4231014453","https://openalex.org/W4245296589","https://openalex.org/W4246661108","https://openalex.org/W4250472656"],"related_works":["https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2961085424","https://openalex.org/W3107784576","https://openalex.org/W4286629047","https://openalex.org/W623104033","https://openalex.org/W3043432080","https://openalex.org/W4317600379"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}