{"id":"https://openalex.org/W4385299123","doi":"https://doi.org/10.1007/s13198-023-02051-7","title":"Empirical validation of feature selection techniques for cross-project defect prediction","display_name":"Empirical validation of feature selection techniques for cross-project defect prediction","publication_year":2023,"publication_date":"2023-07-27","ids":{"openalex":"https://openalex.org/W4385299123","doi":"https://doi.org/10.1007/s13198-023-02051-7"},"language":"en","primary_location":{"id":"doi:10.1007/s13198-023-02051-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-023-02051-7","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"International Journal of System Assurance Engineering and Management","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, Delhi, 110042, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Delhi Technological University, Delhi, 110042, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076675418","display_name":"Shweta Meena","orcid":"https://orcid.org/0000-0003-0888-8465"},"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":true,"raw_author_name":"Shweta Meena","raw_affiliation_strings":["Department of Software Engineering, Delhi Technological University, Delhi, 110042, India"],"raw_orcid":"https://orcid.org/0000-0003-0888-8465","affiliations":[{"raw_affiliation_string":"Department of Software Engineering, Delhi Technological University, Delhi, 110042, India","institution_ids":["https://openalex.org/I863896202"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5076675418"],"corresponding_institution_ids":["https://openalex.org/I863896202"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":3.0768,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92720414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"15","issue":"5","first_page":"1743","last_page":"1755"},"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":0.9983999729156494,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9923999905586243,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7634036540985107},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.7161270976066589},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6334589719772339},{"id":"https://openalex.org/keywords/cross-validation","display_name":"Cross-validation","score":0.6108715534210205},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5939688086509705},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.565510094165802},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5559525489807129},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5452162027359009},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5261242389678955},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4908919930458069},{"id":"https://openalex.org/keywords/software-bug","display_name":"Software bug","score":0.47618380188941956},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4688818156719208},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4452788829803467},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43070754408836365},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35693708062171936},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31741368770599365}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7634036540985107},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.7161270976066589},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6334589719772339},{"id":"https://openalex.org/C27181475","wikidata":"https://www.wikidata.org/wiki/Q541014","display_name":"Cross-validation","level":2,"score":0.6108715534210205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5939688086509705},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.565510094165802},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5559525489807129},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5452162027359009},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5261242389678955},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4908919930458069},{"id":"https://openalex.org/C1009929","wikidata":"https://www.wikidata.org/wiki/Q179550","display_name":"Software bug","level":3,"score":0.47618380188941956},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4688818156719208},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4452788829803467},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43070754408836365},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35693708062171936},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31741368770599365},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s13198-023-02051-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13198-023-02051-7","pdf_url":null,"source":{"id":"https://openalex.org/S40280859","display_name":"International Journal of Systems Assurance Engineering and Management","issn_l":"0975-6809","issn":["0975-6809","0976-4348"],"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":"International Journal of System Assurance Engineering and Management","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:spr:ijsaem:v:15:y:2024:i:5:d:10.1007_s13198-023-02051-7","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s13198-023-02051-7","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1508363294","https://openalex.org/W1599482965","https://openalex.org/W1970789984","https://openalex.org/W2021688474","https://openalex.org/W2029257807","https://openalex.org/W2046830558","https://openalex.org/W2048456683","https://openalex.org/W2074218040","https://openalex.org/W2097283422","https://openalex.org/W2102831150","https://openalex.org/W2105776892","https://openalex.org/W2110431240","https://openalex.org/W2129164226","https://openalex.org/W2149783794","https://openalex.org/W2165698076","https://openalex.org/W2172232422","https://openalex.org/W2213612645","https://openalex.org/W2294634519","https://openalex.org/W2474835145","https://openalex.org/W2563627219","https://openalex.org/W2588585112","https://openalex.org/W2611743072","https://openalex.org/W2618275257","https://openalex.org/W2717163760","https://openalex.org/W2793681838","https://openalex.org/W2913405424","https://openalex.org/W3007705674","https://openalex.org/W3019102976","https://openalex.org/W3199834421","https://openalex.org/W4212794255","https://openalex.org/W4213458460","https://openalex.org/W4225166796","https://openalex.org/W4238859253","https://openalex.org/W4283364702","https://openalex.org/W4296905306","https://openalex.org/W4307831585","https://openalex.org/W4309580513","https://openalex.org/W4311744973","https://openalex.org/W4312433526","https://openalex.org/W4315642200","https://openalex.org/W4316113584","https://openalex.org/W4317435060","https://openalex.org/W4319020742","https://openalex.org/W4319068659","https://openalex.org/W4320016010","https://openalex.org/W4327740859","https://openalex.org/W4366815273","https://openalex.org/W4367849720","https://openalex.org/W4379618990","https://openalex.org/W4382193372"],"related_works":["https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W2083862258","https://openalex.org/W2825254172","https://openalex.org/W2040236930","https://openalex.org/W2944249082","https://openalex.org/W3158675493","https://openalex.org/W2935025214","https://openalex.org/W2095987352","https://openalex.org/W4401407419"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
