{"id":"https://openalex.org/W4401543750","doi":"https://doi.org/10.1145/3643991.3645065","title":"Zero Shot Learning based Alternatives for Class Imbalanced Learning Problem in Enterprise Software Defect Analysis","display_name":"Zero Shot Learning based Alternatives for Class Imbalanced Learning Problem in Enterprise Software Defect Analysis","publication_year":2024,"publication_date":"2024-04-15","ids":{"openalex":"https://openalex.org/W4401543750","doi":"https://doi.org/10.1145/3643991.3645065"},"language":"en","primary_location":{"id":"doi:10.1145/3643991.3645065","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643991.3645065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Mining Software Repositories","raw_type":"proceedings-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/A5103152027","display_name":"Sangameshwar Patil","orcid":"https://orcid.org/0000-0002-9452-1397"},"institutions":[{"id":"https://openalex.org/I55215948","display_name":"Tata Consultancy Services (India)","ror":"https://ror.org/01b9n8m42","country_code":"IN","type":"company","lineage":["https://openalex.org/I4210086519","https://openalex.org/I55215948"]},{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Sangameshwar Patil","raw_affiliation_strings":["Dept. of CSE, IIT Madras, Chennai, Tamilnadu, India","TRDDC, TCS Research, Tata Consultancy Services, Pune, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Dept. of CSE, IIT Madras, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"TRDDC, TCS Research, Tata Consultancy Services, Pune, Maharashtra, India","institution_ids":["https://openalex.org/I55215948"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009374923","display_name":"Balaraman Ravindran","orcid":"https://orcid.org/0000-0002-5364-7639"},"institutions":[{"id":"https://openalex.org/I24676775","display_name":"Indian Institute of Technology Madras","ror":"https://ror.org/03v0r5n49","country_code":"IN","type":"facility","lineage":["https://openalex.org/I24676775"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. Ravindran","raw_affiliation_strings":["Dept. of CSE, IIT Madras, Chennai, Tamilnadu, India","RBC DSAI, IIT Madras, Chennai, Tamilnadu, India"],"affiliations":[{"raw_affiliation_string":"Dept. of CSE, IIT Madras, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I24676775"]},{"raw_affiliation_string":"RBC DSAI, IIT Madras, Chennai, Tamilnadu, India","institution_ids":["https://openalex.org/I24676775"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5103152027"],"corresponding_institution_ids":["https://openalex.org/I24676775","https://openalex.org/I55215948"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65594953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"140","last_page":"141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10260","display_name":"Software Engineering Research","score":0.9868000149726868,"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/T11653","display_name":"Financial Distress and Bankruptcy Prediction","score":0.9708999991416931,"subfield":{"id":"https://openalex.org/subfields/1402","display_name":"Accounting"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6986491680145264},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6334671378135681},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6192315816879272},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5136744379997253},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4861152172088623},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.45235520601272583},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4350739121437073},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13408997654914856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6986491680145264},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6334671378135681},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6192315816879272},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5136744379997253},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4861152172088623},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.45235520601272583},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4350739121437073},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13408997654914856},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3643991.3645065","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3643991.3645065","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 21st International Conference on Mining Software Repositories","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2103597457","https://openalex.org/W2148143831","https://openalex.org/W2731750376","https://openalex.org/W2970200208","https://openalex.org/W3006090163","https://openalex.org/W4240808027"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2366718574","https://openalex.org/W2359774528","https://openalex.org/W4298312966","https://openalex.org/W2325697621"],"abstract_inverted_index":{"Software":[0],"defect":[1,24,32,43],"reports":[2],"are":[3],"an":[4],"important":[5],"type":[6,25],"of":[7],"text":[8],"data":[9],"for":[10,17],"enterprises":[11],"as":[12],"they":[13],"provide":[14],"actionable":[15],"information":[16],"improving":[18],"software":[19,23,42],"quality.":[20],"Identifying":[21],"the":[22,49,66],"automatically":[26],"can":[27,60],"greatly":[28],"enhance":[29],"and":[30,46,70],"expedite":[31],"management.":[33],"Class":[34],"imbalance":[35],"is":[36],"a":[37,62],"real-life":[38],"problem":[39],"in":[40],"enterprise":[41],"classification":[44],"task":[45],"adversely":[47],"affects":[48],"automation":[50],"effort.":[51],"We":[52],"show":[53],"that":[54],"zero":[55],"shot":[56],"learning":[57,69],"based":[58],"technique":[59],"be":[61],"good":[63],"alternative":[64],"to":[65],"well-known":[67],"supervised":[68],"SMOTE":[71],"techniques.":[72]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
