{"id":"https://openalex.org/W2938753501","doi":"https://doi.org/10.1145/3319008.3319012","title":"Dealing with Uncertainty in Binary Logistic Regression Fault-proneness Models","display_name":"Dealing with Uncertainty in Binary Logistic Regression Fault-proneness Models","publication_year":2019,"publication_date":"2019-04-10","ids":{"openalex":"https://openalex.org/W2938753501","doi":"https://doi.org/10.1145/3319008.3319012","mag":"2938753501"},"language":"en","primary_location":{"id":"doi:10.1145/3319008.3319012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319008.3319012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Evaluation and Assessment on Software Engineering","raw_type":"proceedings-article"},"type":"conference-paper","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/A5068567905","display_name":"Luigi Lavazza","orcid":"https://orcid.org/0000-0002-5226-4337"},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luigi Lavazza","raw_affiliation_strings":["Dipartimento di Scienze Teoriche e Applicate, Universit\u00e0 degli Studi dell'Insubria, Varese, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Teoriche e Applicate, Universit\u00e0 degli Studi dell'Insubria, Varese, Italy","institution_ids":["https://openalex.org/I115752224"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051028027","display_name":"Sandro Morasca","orcid":"https://orcid.org/0000-0003-4598-7024"},"institutions":[{"id":"https://openalex.org/I115752224","display_name":"University of Insubria","ror":"https://ror.org/00s409261","country_code":"IT","type":"education","lineage":["https://openalex.org/I115752224"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sandro Morasca","raw_affiliation_strings":["Dipartimento di Scienze Teoriche e Applicate, Universit\u00e0 degli Studi dell'Insubria, Varese, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Teoriche e Applicate, Universit\u00e0 degli Studi dell'Insubria, Varese, Italy","institution_ids":["https://openalex.org/I115752224"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I115752224"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"46","last_page":"55"},"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":0.9998000264167786,"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":0.991599977016449,"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/logistic-regression","display_name":"Logistic regression","score":0.7607307434082031},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6397450566291809},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.6028130650520325},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5194798707962036},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4496328830718994},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.4411373436450958},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.40724706649780273},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3993300199508667},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.35717374086380005},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2798117995262146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17925873398780823},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1542297899723053}],"concepts":[{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.7607307434082031},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6397450566291809},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.6028130650520325},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5194798707962036},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4496328830718994},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4411373436450958},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.40724706649780273},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3993300199508667},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.35717374086380005},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2798117995262146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17925873398780823},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1542297899723053},{"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},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3319008.3319012","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3319008.3319012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Evaluation and Assessment on Software Engineering","raw_type":"proceedings-article"},{"id":"pmh:oai:irinsubria.uninsubria.it:11383/2079008","is_oa":false,"landing_page_url":"http://hdl.handle.net/11383/2079008","pdf_url":null,"source":{"id":"https://openalex.org/S4377196351","display_name":"IrInSubria (University of Insubria)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I115752224","host_organization_name":"University of Insubria","host_organization_lineage":["https://openalex.org/I115752224"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Life below water","id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1342665","https://openalex.org/W11802270","https://openalex.org/W168970045","https://openalex.org/W1504694836","https://openalex.org/W1534729839","https://openalex.org/W1570448133","https://openalex.org/W1600582725","https://openalex.org/W1919928684","https://openalex.org/W1964962870","https://openalex.org/W1973112705","https://openalex.org/W1973948212","https://openalex.org/W1998473023","https://openalex.org/W2023931799","https://openalex.org/W2028246616","https://openalex.org/W2039444730","https://openalex.org/W2074805796","https://openalex.org/W2088117279","https://openalex.org/W2099794800","https://openalex.org/W2109553965","https://openalex.org/W2122402375","https://openalex.org/W2149493527","https://openalex.org/W2151666086","https://openalex.org/W2163279690","https://openalex.org/W2399345145","https://openalex.org/W2509913888","https://openalex.org/W2522788916","https://openalex.org/W2600952128","https://openalex.org/W3148300490","https://openalex.org/W3169986371","https://openalex.org/W4241689827","https://openalex.org/W4245672031","https://openalex.org/W4252512533","https://openalex.org/W4299689471"],"related_works":["https://openalex.org/W2129863591","https://openalex.org/W2576994247","https://openalex.org/W2608353378","https://openalex.org/W1596769710","https://openalex.org/W2923497059","https://openalex.org/W4249206767","https://openalex.org/W2978363435","https://openalex.org/W2563559453","https://openalex.org/W4394896199","https://openalex.org/W2382330008"],"abstract_inverted_index":{"Background":[0],"Binary":[1],"Logistic":[2],"Regression":[3],"is":[4,26,52],"widely":[5],"used":[6,39],"in":[7],"Empirical":[8],"Software":[9],"Engineering":[10],"to":[11,40],"build":[12,41],"estimation":[13],"models,":[14,17],"e.g.,":[15],"fault-proneness":[16],"which":[18],"estimate":[19,47],"the":[20,33],"probability":[21],"that":[22,46],"a":[23,49],"given":[24,50],"module":[25,51],"faulty,":[27],"based":[28],"on":[29],"some":[30],"measures":[31],"of":[32],"module.":[34],"Fault-proneness":[35],"models":[36,45],"are":[37],"then":[38],"faultiness":[42],"model,":[43],"i.e.,":[44],"whether":[48],"faulty":[53],"or":[54],"non-faulty.":[55]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}