{"id":"https://openalex.org/W2086709589","doi":"https://doi.org/10.1109/issrew.2013.6688851","title":"Comparative analysis of Bayesian and classical approaches for software reliability measurement","display_name":"Comparative analysis of Bayesian and classical approaches for software reliability measurement","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2086709589","doi":"https://doi.org/10.1109/issrew.2013.6688851","mag":"2086709589"},"language":"en","primary_location":{"id":"doi:10.1109/issrew.2013.6688851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issrew.2013.6688851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)","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/A5088717075","display_name":"Thierry Wandji","orcid":null},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"T Ketchiozo Wandji","raw_affiliation_strings":["Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","institution_ids":["https://openalex.org/I193531525"]},{"raw_affiliation_string":"[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109312970","display_name":"Shahryar Sarkani","orcid":null},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahryar Sarkani","raw_affiliation_strings":["Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","institution_ids":["https://openalex.org/I193531525"]},{"raw_affiliation_string":"[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085844637","display_name":"Timothy Eveleigh","orcid":"https://orcid.org/0000-0003-1647-1969"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy Eveleigh","raw_affiliation_strings":["Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","institution_ids":["https://openalex.org/I193531525"]},{"raw_affiliation_string":"[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001874611","display_name":"Thomas Holzer","orcid":"https://orcid.org/0000-0002-1475-2137"},"institutions":[{"id":"https://openalex.org/I193531525","display_name":"George Washington University","ror":"https://ror.org/00y4zzh67","country_code":"US","type":"education","lineage":["https://openalex.org/I193531525"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Thomas H. Holzer","raw_affiliation_strings":["Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Engineering Management and Systems Engineering, George Washington University, Washington, DC, USA","institution_ids":["https://openalex.org/I193531525"]},{"raw_affiliation_string":"[Dept. of Eng. Manage. & Syst. Eng., George Washington Univ., Washington, DC, USA]","institution_ids":["https://openalex.org/I193531525"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086282920","display_name":"Peter A. Keiller","orcid":null},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter A. Keiller","raw_affiliation_strings":["Department of Systems and Computer Science, Howard University, Washington, D.C, USA","Department of Systems and Computer Science, Howard University, Washington DC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Science, Howard University, Washington, D.C, USA","institution_ids":["https://openalex.org/I137853757"]},{"raw_affiliation_string":"Department of Systems and Computer Science, Howard University, Washington DC, USA","institution_ids":["https://openalex.org/I137853757"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5088717075"],"corresponding_institution_ids":["https://openalex.org/I193531525"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.18783542,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"9","last_page":"10"},"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/T10780","display_name":"Reliability and Maintenance Optimization","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9800000190734863,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.740369439125061},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.6887922883033752},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.6077345609664917},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5924888253211975},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.5565890669822693},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5498034954071045},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5411237478256226},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.5298901200294495},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.5066419243812561},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47876015305519104},{"id":"https://openalex.org/keywords/software-sizing","display_name":"Software sizing","score":0.41548052430152893},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41417208313941956},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36786019802093506},{"id":"https://openalex.org/keywords/software-construction","display_name":"Software construction","score":0.32672441005706787},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.31030094623565674},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.10829094052314758},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10077866911888123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07872256636619568},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06646758317947388}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.740369439125061},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6887922883033752},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6077345609664917},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5924888253211975},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.5565890669822693},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5498034954071045},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5411237478256226},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.5298901200294495},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.5066419243812561},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47876015305519104},{"id":"https://openalex.org/C201515116","wikidata":"https://www.wikidata.org/wiki/Q7554363","display_name":"Software sizing","level":5,"score":0.41548052430152893},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41417208313941956},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36786019802093506},{"id":"https://openalex.org/C186846655","wikidata":"https://www.wikidata.org/wiki/Q3398377","display_name":"Software construction","level":4,"score":0.32672441005706787},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.31030094623565674},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.10829094052314758},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10077866911888123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07872256636619568},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06646758317947388},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/issrew.2013.6688851","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issrew.2013.6688851","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W1535183290","https://openalex.org/W2078533963","https://openalex.org/W2113539627","https://openalex.org/W2152433792","https://openalex.org/W2155382475","https://openalex.org/W2513540229","https://openalex.org/W6632022884","https://openalex.org/W6725974984"],"related_works":["https://openalex.org/W2140677443","https://openalex.org/W2439389792","https://openalex.org/W2012057830","https://openalex.org/W2029555411","https://openalex.org/W3051764461","https://openalex.org/W2798306226","https://openalex.org/W1494025131","https://openalex.org/W2209071826","https://openalex.org/W4224250221","https://openalex.org/W2782366913"],"abstract_inverted_index":{"Software":[0,23,29],"failure":[1,44,103],"remains":[2],"an":[3],"important":[4],"cause":[5],"of":[6,50,76,97,108,135,164,170,178],"reported":[7],"system":[8],"outage.":[9],"Yet,":[10],"developing":[11],"reliable":[12],"software":[13,39,110,184],"is":[14,65,158],"still":[15],"not":[16],"well":[17],"understood":[18],"by":[19,41,172],"the":[20,22,26,48,51,74,83,94,98,102,106,133,162,168],"programmer,":[21],"Engineer":[24],"and":[25,140,180],"Program":[27],"manager.":[28],"reliability":[30,49,111,185],"growth":[31],"models":[32,54,139],"(SRGMs)":[33],"provide":[34],"a":[35,66,91,121,127,174],"framework":[36],"to":[37,46,68,117,145,159],"analyze":[38],"failures":[40],"using":[42],"past":[43],"data":[45],"predict":[47,81],"software.":[52],"Most":[53],"that":[55,93],"have":[56,59,113,125,142],"been":[57,143],"used":[58,114,126],"limitations":[60],"in":[61,89,152],"predicting":[62],"accurately.":[63],"There":[64],"need":[67],"conduct":[69],"research":[70,156],"aimed":[71],"at":[72],"improving":[73],"performance":[75],"these":[77],"models.":[78],"To":[79],"accurately":[80],"reliability,":[82],"model's":[84,119],"parameters":[85],"should":[86],"be":[87,146],"estimated":[88],"such":[90],"way":[92],"mathematical":[95],"function":[96],"model":[99],"fits":[100],"with":[101],"data.":[104],"While":[105],"majority":[107],"previous":[109],"studies":[112,124],"classical":[115,150,181],"methods":[116,166],"estimate":[118],"parameters,":[120],"few":[122],"other":[123],"Bayesian":[128,130,165,179],"approach.":[129],"approaches":[131,151,182],"allow":[132],"incorporation":[134],"prior":[136],"information":[137],"into":[138],"they":[141],"claimed":[144],"more":[147],"successful":[148],"than":[149],"certain":[153],"situations.":[154],"Our":[155],"goal":[157],"investigate":[160],"if":[161],"use":[163],"improves":[167],"predictability":[169],"SRGMs":[171],"conducting":[173],"direct":[175],"comparative":[176],"analysis":[177],"for":[183],"assessment.":[186]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}