{"id":"https://openalex.org/W2065655167","doi":"https://doi.org/10.1016/0164-1212(94)00130-f","title":"A neural network approach for early detection of program modules having high risk in the maintenance phase","display_name":"A neural network approach for early detection of program modules having high risk in the maintenance phase","publication_year":1995,"publication_date":"1995-04-01","ids":{"openalex":"https://openalex.org/W2065655167","doi":"https://doi.org/10.1016/0164-1212(94)00130-f","mag":"2065655167"},"language":"en","primary_location":{"id":"doi:10.1016/0164-1212(94)00130-f","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0164-1212(94)00130-f","pdf_url":null,"source":{"id":"https://openalex.org/S37879656","display_name":"Journal of Systems and Software","issn_l":"0164-1212","issn":["0164-1212","1873-1228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Systems and Software","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/A5089170562","display_name":"Taghi M. Khoshgoftaar","orcid":null},"institutions":[{"id":"https://openalex.org/I63772739","display_name":"Florida Atlantic University","ror":"https://ror.org/05p8w6387","country_code":"US","type":"education","lineage":["https://openalex.org/I63772739"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Taghi M. Khoshgoftaar","raw_affiliation_strings":["Department of Computer Science and Engineering, Florida Atlantic University, Boca Raton, Florida, USA","Department of Computer Science and Engineering,  Florida Atlantic University, Boca Raton, Florida, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Florida Atlantic University, Boca Raton, Florida, USA","institution_ids":["https://openalex.org/I63772739"]},{"raw_affiliation_string":"Department of Computer Science and Engineering,  Florida Atlantic University, Boca Raton, Florida, USA","institution_ids":["https://openalex.org/I63772739"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090515216","display_name":"D.L. Lanning","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"David L. Lanning","raw_affiliation_strings":["IBM Corporation, Boca Raton, Florida, USA","IBM Corporation, Boca Raton, Florida USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Corporation, Boca Raton, Florida, USA","institution_ids":[]},{"raw_affiliation_string":"IBM Corporation, Boca Raton, Florida USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5089170562"],"corresponding_institution_ids":["https://openalex.org/I63772739"],"apc_list":{"value":3350,"currency":"USD","value_usd":3350},"apc_paid":null,"fwci":17.3745,"has_fulltext":false,"cited_by_count":135,"citation_normalized_percentile":{"value":0.99016632,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"29","issue":"1","first_page":"85","last_page":"91"},"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":0.9987000226974487,"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":0.9480999708175659,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7523674964904785},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5627754330635071},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.5501478910446167},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5478881597518921},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5381105542182922},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.47265541553497314},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4620901942253113},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.45922747254371643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.385824978351593},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3596706986427307},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.24863874912261963}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7523674964904785},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5627754330635071},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.5501478910446167},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5478881597518921},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5381105542182922},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.47265541553497314},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4620901942253113},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.45922747254371643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.385824978351593},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3596706986427307},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.24863874912261963}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/0164-1212(94)00130-f","is_oa":false,"landing_page_url":"https://doi.org/10.1016/0164-1212(94)00130-f","pdf_url":null,"source":{"id":"https://openalex.org/S37879656","display_name":"Journal of Systems and Software","issn_l":"0164-1212","issn":["0164-1212","1873-1228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Systems and Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5899999737739563,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1619356713","https://openalex.org/W1936022305","https://openalex.org/W2004075725","https://openalex.org/W2029520384","https://openalex.org/W2043871061","https://openalex.org/W2062567414","https://openalex.org/W2087836750","https://openalex.org/W2099658949","https://openalex.org/W2103394923","https://openalex.org/W2109779438","https://openalex.org/W2135806395","https://openalex.org/W2150963875","https://openalex.org/W2157779650","https://openalex.org/W2170555940","https://openalex.org/W2766736793","https://openalex.org/W3168487689","https://openalex.org/W3173864150","https://openalex.org/W3207342693","https://openalex.org/W6636450760","https://openalex.org/W6662738399","https://openalex.org/W6675684864","https://openalex.org/W6678871212","https://openalex.org/W6680057562","https://openalex.org/W6682610290"],"related_works":["https://openalex.org/W2350751952","https://openalex.org/W1999647744","https://openalex.org/W2362114017","https://openalex.org/W3147024994","https://openalex.org/W2063246903","https://openalex.org/W2374055396","https://openalex.org/W1978302214","https://openalex.org/W2021817983","https://openalex.org/W3008559849","https://openalex.org/W2371177901"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":3}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}