{"id":"https://openalex.org/W4387309212","doi":"https://doi.org/10.1007/s10586-023-04144-1","title":"Examining deep learning\u2019s capability to spot code smells: a systematic literature review","display_name":"Examining deep learning\u2019s capability to spot code smells: a systematic literature review","publication_year":2023,"publication_date":"2023-10-03","ids":{"openalex":"https://openalex.org/W4387309212","doi":"https://doi.org/10.1007/s10586-023-04144-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-023-04144-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-023-04144-1","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster 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":["Delhi Technological University, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Delhi Technological University, Delhi, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102819860","display_name":"Bhawna Jain","orcid":"https://orcid.org/0009-0006-7455-2854"},"institutions":[{"id":"https://openalex.org/I4210143260","display_name":"Indira Gandhi Delhi Technical University for Women","ror":"https://ror.org/057c5p638","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210143260"]},{"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":true,"raw_author_name":"Bhawna Jain","raw_affiliation_strings":["Delhi Technological University, Delhi, India","Indira Gandhi Delhi Technical University for Women, Delhi, India"],"raw_orcid":"https://orcid.org/0009-0006-7455-2854","affiliations":[{"raw_affiliation_string":"Delhi Technological University, Delhi, India","institution_ids":["https://openalex.org/I863896202"]},{"raw_affiliation_string":"Indira Gandhi Delhi Technical University for Women, Delhi, India","institution_ids":["https://openalex.org/I4210143260"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024207305","display_name":"Marouane Kessentini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210092198","display_name":"University of Michigan\u2013Flint","ror":"https://ror.org/01c3xc117","country_code":"US","type":"education","lineage":["https://openalex.org/I4210092198"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marouane Kessentini","raw_affiliation_strings":["University of Michigan-Flint College of Innovation & Technology, Michigan, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Michigan-Flint College of Innovation & Technology, Michigan, USA","institution_ids":["https://openalex.org/I4210092198"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102819860"],"corresponding_institution_ids":["https://openalex.org/I4210143260","https://openalex.org/I863896202"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":5.381,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95973755,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"26","issue":"6","first_page":"3473","last_page":"3501"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9904000163078308,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8863300085067749},{"id":"https://openalex.org/keywords/code-smell","display_name":"Code smell","score":0.838455080986023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6862359642982483},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.671968936920166},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5584010481834412},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5197489261627197},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4875747561454773},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.471952348947525},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47180262207984924},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4622257947921753},{"id":"https://openalex.org/keywords/code-review","display_name":"Code review","score":0.45145851373672485},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4301370680332184},{"id":"https://openalex.org/keywords/static-program-analysis","display_name":"Static program analysis","score":0.4148215353488922},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2795387804508209},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.25746577978134155},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13292458653450012}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8863300085067749},{"id":"https://openalex.org/C133237599","wikidata":"https://www.wikidata.org/wiki/Q2295111","display_name":"Code smell","level":5,"score":0.838455080986023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6862359642982483},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.671968936920166},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5584010481834412},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5197489261627197},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4875747561454773},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.471952348947525},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47180262207984924},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4622257947921753},{"id":"https://openalex.org/C150292731","wikidata":"https://www.wikidata.org/wiki/Q1342704","display_name":"Code review","level":5,"score":0.45145851373672485},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4301370680332184},{"id":"https://openalex.org/C137287247","wikidata":"https://www.wikidata.org/wiki/Q1329550","display_name":"Static program analysis","level":4,"score":0.4148215353488922},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2795387804508209},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.25746577978134155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13292458653450012},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-023-04144-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-023-04144-1","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W1487083903","https://openalex.org/W1965658570","https://openalex.org/W2016135927","https://openalex.org/W2031233080","https://openalex.org/W2031267719","https://openalex.org/W2060561050","https://openalex.org/W2130509252","https://openalex.org/W2343851243","https://openalex.org/W2402199355","https://openalex.org/W2511803001","https://openalex.org/W2601190106","https://openalex.org/W2735791745","https://openalex.org/W2767717989","https://openalex.org/W2797042022","https://openalex.org/W2886644922","https://openalex.org/W2888587644","https://openalex.org/W2900538539","https://openalex.org/W2900961173","https://openalex.org/W2903359694","https://openalex.org/W2908058835","https://openalex.org/W2919418334","https://openalex.org/W2978003836","https://openalex.org/W2980998888","https://openalex.org/W2981931959","https://openalex.org/W2985411978","https://openalex.org/W2994767694","https://openalex.org/W3014675971","https://openalex.org/W3045279034","https://openalex.org/W3098121686","https://openalex.org/W3119003027","https://openalex.org/W3134714752","https://openalex.org/W3165068894","https://openalex.org/W3168057860","https://openalex.org/W3196424037","https://openalex.org/W3205028703","https://openalex.org/W3211224881","https://openalex.org/W3211539905","https://openalex.org/W3217782598","https://openalex.org/W4283652903","https://openalex.org/W4294659438","https://openalex.org/W4297141752","https://openalex.org/W4298156561","https://openalex.org/W4306149605","https://openalex.org/W4307304598","https://openalex.org/W4309947236","https://openalex.org/W4312463706","https://openalex.org/W4312693222","https://openalex.org/W4312977649","https://openalex.org/W4313443640","https://openalex.org/W4315836499","https://openalex.org/W4318474597","https://openalex.org/W4319264802","https://openalex.org/W4319599796","https://openalex.org/W4361000153","https://openalex.org/W4376137025","https://openalex.org/W4380568684","https://openalex.org/W4382065790","https://openalex.org/W4384026505","https://openalex.org/W4384158973","https://openalex.org/W4384345659","https://openalex.org/W6631339142"],"related_works":["https://openalex.org/W3175279244","https://openalex.org/W4382562158","https://openalex.org/W2896744621","https://openalex.org/W2150625980","https://openalex.org/W4384026574","https://openalex.org/W1982871693","https://openalex.org/W4285737963","https://openalex.org/W2338725043","https://openalex.org/W2965052626","https://openalex.org/W2108523483"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2026-01-24T23:23:39.755997","created_date":"2025-10-10T00:00:00"}
