{"id":"https://openalex.org/W3013034638","doi":"https://doi.org/10.1145/3385032.3385050","title":"Code Nano-Pattern Detection using Deep Learning","display_name":"Code Nano-Pattern Detection using Deep Learning","publication_year":2020,"publication_date":"2020-02-27","ids":{"openalex":"https://openalex.org/W3013034638","doi":"https://doi.org/10.1145/3385032.3385050","mag":"3013034638"},"language":"en","primary_location":{"id":"doi:10.1145/3385032.3385050","doi":"https://doi.org/10.1145/3385032.3385050","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3385032.3385050","pdf_url":null,"source":{"id":"https://openalex.org/S7407088053","display_name":"Innovations in Software Engineering Conference (ISEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Innovations in Software Engineering Conference (formerly known as India Software Engineering Conference)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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":null,"display_name":"Anubhav Trivedi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405253601","display_name":"Jabalpur Engineering College","ror":"https://ror.org/00w1ah179","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405253601"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anubhav Trivedi","raw_affiliation_strings":["Computer Science & Engineering, Jabalpur Engineering College, Jabalpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Jabalpur Engineering College, Jabalpur, India","institution_ids":["https://openalex.org/I4405253601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024921648","display_name":"Jitendra Singh Thakur","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405253601","display_name":"Jabalpur Engineering College","ror":"https://ror.org/00w1ah179","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405253601"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jitendra Singh Thakur","raw_affiliation_strings":["Computer Science & Engineering, Jabalpur Engineering College, Jabalpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Jabalpur Engineering College, Jabalpur, India","institution_ids":["https://openalex.org/I4405253601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025809080","display_name":"Atul Kumar Gupta","orcid":"https://orcid.org/0000-0001-5051-5887","observed_orcids":["https://orcid.org/0000-0001-5051-5887"]},"institutions":[{"id":"https://openalex.org/I207223250","display_name":"Indian Institute of Information Technology Design and Manufacturing Jabalpur","ror":"https://ror.org/00gmd7q80","country_code":"IN","type":"education","lineage":["https://openalex.org/I207223250"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Atul Gupta","raw_affiliation_strings":["Computer Science & Engineering, Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Indian Institute of Information Technology, Design and Manufacturing, Jabalpur, India","institution_ids":["https://openalex.org/I207223250"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3187,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.44581989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.0,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/java-source-code","display_name":"Java source code","score":0.7950000166893005},{"id":"https://openalex.org/keywords/annotated-corpora","display_name":"annotated corpus","score":0.6140000224113464},{"id":"https://openalex.org/keywords/lstm","display_name":"LSTM","score":0.5910000205039978},{"id":"https://openalex.org/keywords/open-source-projects","display_name":"open source projects","score":0.6110000014305115}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6900230646133423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5438488125801086},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5415253043174744},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5241820216178894},{"id":"https://openalex.org/C2780357685","wikidata":"https://www.wikidata.org/wiki/Q154357","display_name":"Nano-","level":2,"score":0.47933897376060486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35433030128479004},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.190262109041214},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15871453285217285},{"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/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3385032.3385050","doi":"https://doi.org/10.1145/3385032.3385050","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3385032.3385050","pdf_url":null,"source":{"id":"https://openalex.org/S7407088053","display_name":"Innovations in Software Engineering Conference (ISEC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th Innovations in Software Engineering Conference (formerly known as India Software Engineering Conference)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2064675550","https://openalex.org/W2091073498","https://openalex.org/W2111840295","https://openalex.org/W2114961500","https://openalex.org/W2167352226","https://openalex.org/W4232608110"],"related_works":["https://openalex.org/W2952366057","https://openalex.org/W2167352226","https://openalex.org/W4415690159","https://openalex.org/W4365458357","https://openalex.org/W2946283185","https://openalex.org/W2922100358","https://openalex.org/W7133576387","https://openalex.org/W4407706105","https://openalex.org/W3158701717","https://openalex.org/W2607665225"],"abstract_inverted_index":{"Nano-patterns":[0],"are":[1],"the":[2,8,16,62,77,81],"method-level":[3],"code":[4,9,35],"building":[5],"blocks":[6],"of":[7,15,26,92,98,103],"which":[10],"can":[11],"reveal":[12],"crucial":[13],"information":[14],"code.":[17,83],"In":[18],"this":[19,42],"paper,":[20],"we":[21,45],"present":[22,79],"some":[23],"initial":[24],"results":[25],"our":[27],"investigation":[28],"to":[29,67,75],"detect":[30],"nano-patterns":[31,54,78],"in":[32,80],"a":[33,37,47,69],"Java":[34,59,82],"using":[36,55],"deep":[38,85],"learning":[39,86],"approach.":[40],"For":[41],"purpose,":[43],"first,":[44],"generated":[46],"method":[48],"level":[49],"tagged":[50,63],"corpus":[51,64],"for":[52],"15":[53],"nine":[56],"open":[57],"source":[58],"projects.":[60],"Subsequently,":[61],"was":[65],"used":[66],"train":[68],"Long":[70],"Short-Term":[71],"Memory":[72],"(LSTM)":[73],"network":[74],"predict":[76],"Our":[84],"model":[87],"gave":[88],"an":[89,95],"average":[90,96,101],"accuracy":[91],"88.3%":[93],"with":[94],"precision":[97],"74.4%":[99],"and":[100],"recall":[102],"78.3%.":[104]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2020-04-03T00:00:00"}
