{"id":"https://openalex.org/W2034445489","doi":"https://doi.org/10.1016/j.infsof.2006.07.005","title":"Object-oriented software fault prediction using neural networks","display_name":"Object-oriented software fault prediction using neural networks","publication_year":2006,"publication_date":"2006-09-07","ids":{"openalex":"https://openalex.org/W2034445489","doi":"https://doi.org/10.1016/j.infsof.2006.07.005","mag":"2034445489"},"language":"en","primary_location":{"id":"doi:10.1016/j.infsof.2006.07.005","doi":"https://doi.org/10.1016/j.infsof.2006.07.005","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.infsof.2006.07.005","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-c","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"Information and Software Technology","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2034445489"],"child_works_count":0,"type":"article","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":"https://openalex.org/A5012728754","display_name":"Selvadurai Kanmani","orcid":"https://orcid.org/0000-0001-8344-1757","observed_orcids":["https://orcid.org/0000-0001-8344-1757"]},"institutions":[{"id":"https://openalex.org/I4405254494","display_name":"Puducherry Technological University","ror":"https://ror.org/01w2xgk13","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405254494"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"S. Kanmani","raw_affiliation_strings":["Department of Computer Science and Engineering, Pondicherry Engineering College, Pondicherry 605014, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pondicherry Engineering College, Pondicherry 605014, India","institution_ids":["https://openalex.org/I4405254494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069872975","display_name":"V. Rhymend Uthariaraj","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I33585257","display_name":"Anna University, Chennai","ror":"https://ror.org/01qhf1r47","country_code":"IN","type":"education","lineage":["https://openalex.org/I33585257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Rhymend Uthariaraj","raw_affiliation_strings":["Department of Information Technology, Anna University, MIT Campus, Chennai, India","Department of Information Technology, Anna University, MIT Campus, Chennai, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Anna University, MIT Campus, Chennai, India","institution_ids":["https://openalex.org/I33585257"]},{"raw_affiliation_string":"Department of Information Technology, Anna University, MIT Campus, Chennai, India#TAB#","institution_ids":["https://openalex.org/I33585257"]}]},{"author_position":"middle","author":{"id":null,"display_name":"V. Sankaranarayanan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210121043","display_name":"Tamil Virtual Academy","ror":"https://ror.org/034dagj58","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210121043"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V. Sankaranarayanan","raw_affiliation_strings":["Tamil Virtual University, Chennai, India","Tamil Virtual University, Chennai, India#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tamil Virtual University, Chennai, India","institution_ids":["https://openalex.org/I4210121043"]},{"raw_affiliation_string":"Tamil Virtual University, Chennai, India#TAB#","institution_ids":["https://openalex.org/I4210121043"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084174805","display_name":"P. Thambidurai","orcid":"https://orcid.org/0000-0002-4731-8206","observed_orcids":["https://orcid.org/0000-0002-4731-8206"]},"institutions":[{"id":"https://openalex.org/I4405254494","display_name":"Puducherry Technological University","ror":"https://ror.org/01w2xgk13","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405254494"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"P. Thambidurai","raw_affiliation_strings":["Department of Computer Science and Engineering, Pondicherry Engineering College, Pondicherry 605014, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Pondicherry Engineering College, Pondicherry 605014, India","institution_ids":["https://openalex.org/I4405254494"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012728754"],"corresponding_institution_ids":["https://openalex.org/I4405254494"],"apc_list":{"value":3830,"currency":"USD","value_usd":3830},"apc_paid":null,"fwci":8.3235,"has_fulltext":false,"cited_by_count":176,"citation_normalized_percentile":{"value":0.96844928,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":100},"biblio":{"volume":"49","issue":"5","first_page":"483","last_page":"492"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9984999895095825,"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":0.9984999895095825,"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":0.0013000000035390258,"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":9.999999747378752e-05,"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/software-defect-prediction","display_name":"software defect prediction","score":0.9980000257492065},{"id":"https://openalex.org/keywords/object-oriented-software-metrics","display_name":"object-oriented metrics","score":0.9020000100135803},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"probabilistic neural network","score":0.902999997138977},{"id":"https://openalex.org/keywords/neural-network-model","display_name":"neural network model","score":0.640999972820282},{"id":"https://openalex.org/keywords/software-quality-attributes","display_name":"software quality attributes","score":0.746999979019165},{"id":"https://openalex.org/keywords/fault-proneness","display_name":"fault proneness","score":0.8799999952316284},{"id":"https://openalex.org/keywords/software-components","display_name":"software components","score":0.5419999957084656}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7775478363037109},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7224071025848389},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5727075934410095},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5300891995429993},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5104795694351196},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5004918575286865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4875876307487488},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4620574712753296},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45969051122665405},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.45919716358184814},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4513106942176819},{"id":"https://openalex.org/C73752529","wikidata":"https://www.wikidata.org/wiki/Q79872","display_name":"Object-oriented programming","level":2,"score":0.44948679208755493},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4457552433013916},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.4270324409008026},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.3060545027256012},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.22618016600608826},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09162312746047974},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.infsof.2006.07.005","doi":"https://doi.org/10.1016/j.infsof.2006.07.005","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.infsof.2006.07.005","pdf_url":null,"source":{"id":"https://openalex.org/S205010575","display_name":"Information and Software Technology","issn_l":"0950-5849","issn":["0950-5849","1873-6025"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-c","jufo-3","norway-2","poland-140","russia-white-list-1","vabb-shw"],"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":"Information and Software Technology","raw_type":"journal-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":27,"referenced_works":["https://openalex.org/W303041664","https://openalex.org/W1536013949","https://openalex.org/W1587315015","https://openalex.org/W1946080619","https://openalex.org/W1953529280","https://openalex.org/W1964168965","https://openalex.org/W2015729052","https://openalex.org/W2059007459","https://openalex.org/W2081917329","https://openalex.org/W2117539536","https://openalex.org/W2121866145","https://openalex.org/W2122045153","https://openalex.org/W2130128436","https://openalex.org/W2132762162","https://openalex.org/W2135250985","https://openalex.org/W2135719981","https://openalex.org/W2136811501","https://openalex.org/W2138661194","https://openalex.org/W2140117423","https://openalex.org/W2145420615","https://openalex.org/W2152408529","https://openalex.org/W2158864412","https://openalex.org/W2161585937","https://openalex.org/W3109906317","https://openalex.org/W3169801952","https://openalex.org/W4205170104","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W1573396645","https://openalex.org/W2585018767","https://openalex.org/W7100437647","https://openalex.org/W1989141971","https://openalex.org/W40024507","https://openalex.org/W2991878738","https://openalex.org/W2254392083","https://openalex.org/W2307941310","https://openalex.org/W2545118125","https://openalex.org/W1989936702"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":12},{"year":2018,"cited_by_count":9},{"year":2017,"cited_by_count":16},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":15},{"year":2014,"cited_by_count":16},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":10}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2016-06-24T00:00:00"}
