{"id":"https://openalex.org/W2158423705","doi":"https://doi.org/10.1109/icsm.2007.4362671","title":"Improving Predictive Models of Software Quality Using an Evolutionary Computational Approach","display_name":"Improving Predictive Models of Software Quality Using an Evolutionary Computational Approach","publication_year":2007,"publication_date":"2007-10-01","ids":{"openalex":"https://openalex.org/W2158423705","doi":"https://doi.org/10.1109/icsm.2007.4362671","mag":"2158423705"},"language":"en","primary_location":{"id":"doi:10.1109/icsm.2007.4362671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2007.4362671","pdf_url":null,"source":{"id":"https://openalex.org/S4210174939","display_name":"Proceedings/Proceedings - Conference on Software Maintenance","issn_l":"1063-6773","issn":["1063-6773","2576-3148"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Software Maintenance","raw_type":"proceedings-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/A5114017953","display_name":"Rodrigo Vivanco","orcid":null},"institutions":[{"id":"https://openalex.org/I46247651","display_name":"University of Manitoba","ror":"https://ror.org/02gfys938","country_code":"CA","type":"education","lineage":["https://openalex.org/I46247651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Rodrigo Vivanco","raw_affiliation_strings":["Department of Computer Science, University of Manitoba, Winnipeg, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Manitoba, Winnipeg, Canada","institution_ids":["https://openalex.org/I46247651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5114017953"],"corresponding_institution_ids":["https://openalex.org/I46247651"],"apc_list":null,"apc_paid":null,"fwci":1.5824,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.8937413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"56","issue":null,"first_page":"503","last_page":"504"},"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":0.9973000288009644,"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":0.9900000095367432,"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":0.7763874530792236},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6495605707168579},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6328939199447632},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5758589506149292},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5417199730873108},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5244993567466736},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44383466243743896},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.4287782609462738},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.38334301114082336},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.17890727519989014}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7763874530792236},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6495605707168579},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6328939199447632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5758589506149292},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5417199730873108},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5244993567466736},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44383466243743896},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.4287782609462738},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.38334301114082336},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.17890727519989014},{"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:10.1109/icsm.2007.4362671","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsm.2007.4362671","pdf_url":null,"source":{"id":"https://openalex.org/S4210174939","display_name":"Proceedings/Proceedings - Conference on Software Maintenance","issn_l":"1063-6773","issn":["1063-6773","2576-3148"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE International Conference on Software Maintenance","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1578371593","https://openalex.org/W1587315015","https://openalex.org/W1639032689","https://openalex.org/W2105300539","https://openalex.org/W2132762162","https://openalex.org/W2158864412","https://openalex.org/W3023540311","https://openalex.org/W3169801952"],"related_works":["https://openalex.org/W2380784125","https://openalex.org/W3004057759","https://openalex.org/W2889085215","https://openalex.org/W2914806737","https://openalex.org/W2998216295","https://openalex.org/W33196642","https://openalex.org/W2611743072","https://openalex.org/W3204182506","https://openalex.org/W2128479019","https://openalex.org/W2083862258"],"abstract_inverted_index":{"Predictive":[0],"models":[1],"can":[2,17],"be":[3,18],"used":[4,19],"to":[5,23,67,83],"identify":[6,84],"components":[7],"as":[8,20,75],"potentially":[9],"problematic":[10,85],"for":[11],"future":[12],"maintenance.":[13],"Source":[14],"code":[15],"metrics":[16],"input":[21],"features":[22],"classifiers,":[24],"however,":[25],"there":[26],"exist":[27],"a":[28,52,58,72,76,80],"large":[29],"number":[30],"of":[31,38,50,54,63,71,78],"structural":[32],"measures":[33],"that":[34,56],"capture":[35],"different":[36],"aspects":[37],"coupling,":[39],"cohesion,":[40],"inheritance,":[41],"complexity":[42],"and":[43],"size.":[44],"Feature":[45],"selection":[46],"is":[47,66],"the":[48,69],"process":[49],"identifying":[51],"subset":[53],"attributes":[55],"improves":[57],"classifier's":[59,81],"performance.":[60],"The":[61],"focus":[62],"this":[64],"study":[65],"explore":[68],"efficacy":[70],"genetic":[73],"algorithm":[74],"method":[77],"improving":[79],"ability":[82],"components.":[86]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}