{"id":"https://openalex.org/W2155058630","doi":"https://doi.org/10.1109/tai.2002.1180813","title":"Software measurement data analysis using memory-based reasoning","display_name":"Software measurement data analysis using memory-based reasoning","publication_year":2003,"publication_date":"2003-06-26","ids":{"openalex":"https://openalex.org/W2155058630","doi":"https://doi.org/10.1109/tai.2002.1180813","mag":"2155058630"},"language":"en","primary_location":{"id":"doi:10.1109/tai.2002.1180813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2002.1180813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings.","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/A5110249485","display_name":"Raymond A. Paul","orcid":null},"institutions":[{"id":"https://openalex.org/I1330347796","display_name":"United States Department of Defense","ror":"https://ror.org/0447fe631","country_code":"US","type":"government","lineage":["https://openalex.org/I1330347796"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R.A. Paul","raw_affiliation_strings":["Department of Defense, OASD/C3I/Y2K, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Defense, OASD/C3I/Y2K, USA","institution_ids":["https://openalex.org/I1330347796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071513393","display_name":"Farokh Bastani","orcid":null},"institutions":[{"id":"https://openalex.org/I182980787","display_name":"University of Dallas","ror":"https://ror.org/00v3ak792","country_code":"US","type":"education","lineage":["https://openalex.org/I182980787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"F.B. Bastani","raw_affiliation_strings":["University of Texas, Dallas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas, Dallas, USA","institution_ids":["https://openalex.org/I182980787"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063980927","display_name":"V.U.B. Challagulla","orcid":null},"institutions":[{"id":"https://openalex.org/I182980787","display_name":"University of Dallas","ror":"https://ror.org/00v3ak792","country_code":"US","type":"education","lineage":["https://openalex.org/I182980787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"V.U.B. Challagulla","raw_affiliation_strings":["University of Texas, Dallas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas, Dallas, USA","institution_ids":["https://openalex.org/I182980787"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111903897","display_name":"I\u2010Ling Yen","orcid":null},"institutions":[{"id":"https://openalex.org/I182980787","display_name":"University of Dallas","ror":"https://ror.org/00v3ak792","country_code":"US","type":"education","lineage":["https://openalex.org/I182980787"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"I-Ling Yen","raw_affiliation_strings":["University of Texas, Dallas, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Texas, Dallas, USA","institution_ids":["https://openalex.org/I182980787"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"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":"261","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":1.0,"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/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/T10743","display_name":"Software Testing and Debugging Techniques","score":0.9976000189781189,"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":0.7672868967056274},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.7257983684539795},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.610111653804779},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6002636551856995},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5931943655014038},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5708790421485901},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.5585405230522156},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.506808340549469},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5041195154190063},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.483078271150589},{"id":"https://openalex.org/keywords/software-measurement","display_name":"Software measurement","score":0.4783363342285156},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.4538319706916809},{"id":"https://openalex.org/keywords/software-system","display_name":"Software system","score":0.39114588499069214},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.35561424493789673},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.3305547833442688},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09872528910636902},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07591181993484497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7672868967056274},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.7257983684539795},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.610111653804779},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6002636551856995},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5931943655014038},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5708790421485901},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.5585405230522156},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.506808340549469},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5041195154190063},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.483078271150589},{"id":"https://openalex.org/C89567784","wikidata":"https://www.wikidata.org/wiki/Q7554325","display_name":"Software measurement","level":5,"score":0.4783363342285156},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.4538319706916809},{"id":"https://openalex.org/C149091818","wikidata":"https://www.wikidata.org/wiki/Q2429814","display_name":"Software system","level":3,"score":0.39114588499069214},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.35561424493789673},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.3305547833442688},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09872528910636902},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07591181993484497},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tai.2002.1180813","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tai.2002.1180813","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"14th IEEE International Conference on Tools with Artificial Intelligence, 2002. (ICTAI 2002). Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5600000023841858,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2003048487","https://openalex.org/W2004131797","https://openalex.org/W2044504995","https://openalex.org/W2045891420","https://openalex.org/W2053039612","https://openalex.org/W2107795429","https://openalex.org/W2126055257","https://openalex.org/W2157657084","https://openalex.org/W2159747233","https://openalex.org/W4242221364"],"related_works":["https://openalex.org/W2798385000","https://openalex.org/W2012057830","https://openalex.org/W2078744341","https://openalex.org/W4224250221","https://openalex.org/W2029555411","https://openalex.org/W2439389792","https://openalex.org/W2162125807","https://openalex.org/W2140677443","https://openalex.org/W4320067626","https://openalex.org/W2782366913"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2,15,36,55,66,117,150,157],"accurate":[3],"software":[4,16,37,60,85],"measurement":[5,42,68],"data":[6,69,73,92,107,159],"analysis":[7,136,156],"is":[8,63,164],"to":[9,31,50,100,104,129,138,154],"increase":[10],"the":[11,33,40,56,64,67,122,135,148,155],"understanding":[12],"and":[13,24,96,142],"improvement":[14],"development":[17],"process":[18],"together":[19,103],"with":[20,71],"increased":[21],"product":[22],"quality":[23],"reliability.":[25],"Several":[26],"techniques":[27],"have":[28],"been":[29,120],"proposed":[30],"enhance":[32],"reliability":[34,77],"prediction":[35,61],"systems":[38,62],"using":[39],"stored":[41],"data,":[43],"but":[44],"no":[45],"single":[46],"method":[47,88],"has":[48,119],"proved":[49],"be":[51,101,127],"completely":[52],"effective.":[53],"One":[54],"critical":[57],"parameters":[58],"for":[59],"size":[65],"set,":[70],"large":[72,106],"sets":[74],"providing":[75],"better":[76],"estimates.":[78],"In":[79],"this":[80,152],"paper,":[81],"we":[82],"propose":[83],"a":[84,114],"defect":[86,91,158],"classification":[87],"that":[89,112,131],"allows":[90],"from":[93,161],"multiple":[94,97],"projects":[95,130],"independent":[98],"vendors":[99],"combined":[102],"obtain":[105],"sets.":[108],"We":[109],"also":[110],"show":[111],"once":[113],"sufficient":[115],"amount":[116],"information":[118],"collected,":[121],"memory-based":[123],"reasoning":[124],"technique":[125],"can":[126],"applied":[128],"are":[132],"not":[133],"in":[134],"set":[137],"predict":[139],"their":[140,144],"reliabilities":[141],"guide":[143],"testing":[145],"process.":[146],"Finally,":[147],"result":[149],"applying":[151],"approach":[153],"generated":[160],"fault-injection":[162],"simulation":[163],"presented.":[165]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
