{"id":"https://openalex.org/W2790215576","doi":"https://doi.org/10.1007/s11227-018-2326-5","title":"A dimensionality reduction-based efficient software fault prediction using Fisher linear discriminant analysis (FLDA)","display_name":"A dimensionality reduction-based efficient software fault prediction using Fisher linear discriminant analysis (FLDA)","publication_year":2018,"publication_date":"2018-03-20","ids":{"openalex":"https://openalex.org/W2790215576","doi":"https://doi.org/10.1007/s11227-018-2326-5","mag":"2790215576"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-018-2326-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-018-2326-5","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5029107745","display_name":"Anum Kalsoom","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Anum Kalsoom","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information and Technology Attock, Attock, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information and Technology Attock, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020654281","display_name":"Muazzam Maqsood","orcid":"https://orcid.org/0000-0002-2709-0849"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]},{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muazzam Maqsood","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information and Technology Attock, Attock, Pakistan","Department of Software Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information and Technology Attock, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Software Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103940041","display_name":"Mustansar Ali Ghazanfar","orcid":"https://orcid.org/0000-0003-1967-6273"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mustansar Ali Ghazanfar","raw_affiliation_strings":["Department of Software Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058076434","display_name":"Farhan Aadil","orcid":"https://orcid.org/0000-0001-8737-2154"},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]},{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farhan Aadil","raw_affiliation_strings":["Department of Computer Science, COMSATS Institute of Information and Technology Attock, Attock, Pakistan","Department of Software Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS Institute of Information and Technology Attock, Attock, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Software Engineering, University of Engineering and Technology Taxila, Taxila, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073263477","display_name":"Seungmin Rho","orcid":"https://orcid.org/0000-0003-1936-6785"},"institutions":[{"id":"https://openalex.org/I4210117332","display_name":"Sungkyul University","ror":"https://ror.org/02dzzka09","country_code":"KR","type":"education","lineage":["https://openalex.org/I4210117332"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Seungmin Rho","raw_affiliation_strings":["Department of Media Software, Sungkyul University, Anyang, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Media Software, Sungkyul University, Anyang, South Korea","institution_ids":["https://openalex.org/I4210117332"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5073263477"],"corresponding_institution_ids":["https://openalex.org/I4210117332"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":13.5341,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.98728884,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"74","issue":"9","first_page":"4568","last_page":"4602"},"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":0.9995999932289124,"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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9970999956130981,"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/computer-science","display_name":"Computer science","score":0.8181086778640747},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7166824340820312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6382110118865967},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5860902667045593},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5518020391464233},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5170165300369263},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.4451026916503906},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.43908393383026123},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.42404812574386597},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4209396243095398}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8181086778640747},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7166824340820312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6382110118865967},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5860902667045593},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5518020391464233},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5170165300369263},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.4451026916503906},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.43908393383026123},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.42404812574386597},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4209396243095398},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-018-2326-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-018-2326-5","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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":42,"referenced_works":["https://openalex.org/W103312509","https://openalex.org/W1134274832","https://openalex.org/W1585763212","https://openalex.org/W1975615230","https://openalex.org/W1988093967","https://openalex.org/W1990011043","https://openalex.org/W1997819006","https://openalex.org/W1999785771","https://openalex.org/W2000251235","https://openalex.org/W2001599472","https://openalex.org/W2003885074","https://openalex.org/W2024199384","https://openalex.org/W2024209326","https://openalex.org/W2026750231","https://openalex.org/W2027483357","https://openalex.org/W2029578494","https://openalex.org/W2037518499","https://openalex.org/W2059405626","https://openalex.org/W2080521990","https://openalex.org/W2094947835","https://openalex.org/W2099454382","https://openalex.org/W2099919734","https://openalex.org/W2120457925","https://openalex.org/W2125999269","https://openalex.org/W2131860315","https://openalex.org/W2132825878","https://openalex.org/W2132887549","https://openalex.org/W2133310581","https://openalex.org/W2134124280","https://openalex.org/W2147105902","https://openalex.org/W2151666086","https://openalex.org/W2154639126","https://openalex.org/W2166692380","https://openalex.org/W2171824022","https://openalex.org/W2343714786","https://openalex.org/W2605932792","https://openalex.org/W2742021083","https://openalex.org/W2743136233","https://openalex.org/W2766899299","https://openalex.org/W2783657687","https://openalex.org/W2792584166","https://openalex.org/W4237979974"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W1482209366","https://openalex.org/W2110523656","https://openalex.org/W2521627374","https://openalex.org/W3033216196"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":15},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":13}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}