{"id":"https://openalex.org/W1507767150","doi":"https://doi.org/10.1007/978-0-387-09695-7_12","title":"Enhancing RBF-DDA Algorithm\u2019s Robustness: Neural Networks Applied to Prediction of Fault-Prone Software Modules","display_name":"Enhancing RBF-DDA Algorithm\u2019s Robustness: Neural Networks Applied to Prediction of Fault-Prone Software Modules","publication_year":2008,"publication_date":"2008-08-19","ids":{"openalex":"https://openalex.org/W1507767150","doi":"https://doi.org/10.1007/978-0-387-09695-7_12","mag":"1507767150"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-387-09695-7_12","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-09695-7_12","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-09695-7_12.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP \u2013 The International Federation for Information Processing","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-09695-7_12.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024282718","display_name":"Miguel E. R. Bezerra","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Miguel E. R. Bezerra","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco, P.O. Box 7851, 50.732-970, Cidade Universitaria, Recife-PE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, P.O. Box 7851, 50.732-970, Cidade Universitaria, Recife-PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100615438","display_name":"Adriano L. I. Oliveira","orcid":"https://orcid.org/0000-0002-5614-229X"},"institutions":[{"id":"https://openalex.org/I71437568","display_name":"Universidade de Pernambuco","ror":"https://ror.org/00gtcbp88","country_code":"BR","type":"education","lineage":["https://openalex.org/I71437568"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Adriano L. I. Oliveira","raw_affiliation_strings":["Department of Computing Systems, Polytechnic School, University of Pernambuco, Rua Benfica, 455, Madalena, 50.750-410, Recife-PE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Systems, Polytechnic School, University of Pernambuco, Rua Benfica, 455, Madalena, 50.750-410, Recife-PE, Brazil","institution_ids":["https://openalex.org/I71437568"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049204941","display_name":"Paulo J. L. Adeodato","orcid":"https://orcid.org/0000-0002-0406-2474"},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Paulo J. L. Adeodato","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco, P.O. Box 7851, 50.732-970, Cidade Universitaria, Recife-PE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, P.O. Box 7851, 50.732-970, Cidade Universitaria, Recife-PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110165399","display_name":"S\u00edlvio R. L. Meira","orcid":null},"institutions":[{"id":"https://openalex.org/I25112270","display_name":"Universidade Federal de Pernambuco","ror":"https://ror.org/047908t24","country_code":"BR","type":"education","lineage":["https://openalex.org/I25112270"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Silvio R. L. Meira","raw_affiliation_strings":["Center of Informatics, Federal University of Pernambuco, P.O. Box 7851, 50.732-970, Cidade Universitaria, Recife-PE, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Informatics, Federal University of Pernambuco, P.O. Box 7851, 50.732-970, Cidade Universitaria, Recife-PE, Brazil","institution_ids":["https://openalex.org/I25112270"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5072,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.57270499,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"119","last_page":"128"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9988999962806702,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.9879999756813049,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7661640048027039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7245424389839172},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5795730352401733},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5503272414207458},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4928719997406006},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.466383695602417},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4596964418888092},{"id":"https://openalex.org/keywords/constructive","display_name":"Constructive","score":0.45840388536453247},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4426991045475006},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4031333327293396},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.14955535531044006}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7661640048027039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7245424389839172},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5795730352401733},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5503272414207458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4928719997406006},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.466383695602417},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4596964418888092},{"id":"https://openalex.org/C2778701210","wikidata":"https://www.wikidata.org/wiki/Q28130034","display_name":"Constructive","level":3,"score":0.45840388536453247},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4426991045475006},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4031333327293396},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.14955535531044006},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-0-387-09695-7_12","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-09695-7_12","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-09695-7_12.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP \u2013 The International Federation for Information Processing","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-0-387-09695-7_12","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-09695-7_12","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-09695-7_12.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP \u2013 The International Federation for Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1507767150.pdf","grobid_xml":"https://content.openalex.org/works/W1507767150.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1492924807","https://openalex.org/W1554055400","https://openalex.org/W1569879696","https://openalex.org/W1570448133","https://openalex.org/W1598553907","https://openalex.org/W2034445489","https://openalex.org/W2040278677","https://openalex.org/W2094198523","https://openalex.org/W2102073628","https://openalex.org/W2106612892","https://openalex.org/W2110122092","https://openalex.org/W2112750007","https://openalex.org/W2124776405","https://openalex.org/W2154941560","https://openalex.org/W2158698691","https://openalex.org/W2160958420","https://openalex.org/W2167846874","https://openalex.org/W2285257517","https://openalex.org/W3141989311","https://openalex.org/W3142671724","https://openalex.org/W4244764782","https://openalex.org/W4246635748","https://openalex.org/W4285719527","https://openalex.org/W6633076095"],"related_works":["https://openalex.org/W2377770720","https://openalex.org/W94411513","https://openalex.org/W4311883357","https://openalex.org/W160889949","https://openalex.org/W2197168648","https://openalex.org/W2113626999","https://openalex.org/W2364696089","https://openalex.org/W4300816516","https://openalex.org/W309910862","https://openalex.org/W2090763504"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}