{"id":"https://openalex.org/W2065494290","doi":"https://doi.org/10.1109/issre.2013.6698922","title":"Evaluating long-term predictive power of standard reliability growth models on automotive systems","display_name":"Evaluating long-term predictive power of standard reliability growth models on automotive systems","publication_year":2013,"publication_date":"2013-11-01","ids":{"openalex":"https://openalex.org/W2065494290","doi":"https://doi.org/10.1109/issre.2013.6698922","mag":"2065494290"},"language":"en","primary_location":{"id":"doi:10.1109/issre.2013.6698922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issre.2013.6698922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 24th International Symposium on Software Reliability Engineering (ISSRE)","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/A5101500461","display_name":"Rakesh Rana","orcid":"https://orcid.org/0000-0002-0819-2516"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Rakesh Rana","raw_affiliation_strings":["Computer Science & Engineering, Chalmers/University of Gothenburg","Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Chalmers/University of Gothenburg","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074020697","display_name":"Miroslaw Staron","orcid":"https://orcid.org/0000-0002-9052-0864"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Miroslaw Staron","raw_affiliation_strings":["Computer Science & Engineering, Chalmers/University of Gothenburg","Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Chalmers/University of Gothenburg","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101506146","display_name":"Christian Berger","orcid":"https://orcid.org/0000-0002-4828-1150"},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Christian Berger","raw_affiliation_strings":["Computer Science & Engineering, Chalmers/University of Gothenburg","Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Chalmers/University of Gothenburg","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111439626","display_name":"J\u00f6rgen Hansson","orcid":null},"institutions":[{"id":"https://openalex.org/I66862912","display_name":"Chalmers University of Technology","ror":"https://ror.org/040wg7k59","country_code":"SE","type":"education","lineage":["https://openalex.org/I66862912"]},{"id":"https://openalex.org/I881427289","display_name":"University of Gothenburg","ror":"https://ror.org/01tm6cn81","country_code":"SE","type":"education","lineage":["https://openalex.org/I881427289"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Jorgen Hansson","raw_affiliation_strings":["Computer Science & Engineering, Chalmers/University of Gothenburg","Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science & Engineering, Chalmers/University of Gothenburg","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]},{"raw_affiliation_string":"Computer Science and Engineering, Chalmers University of Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I66862912","https://openalex.org/I881427289"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016808355","display_name":"Martin Nilsson","orcid":"https://orcid.org/0000-0002-7504-0328"},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]},{"id":"https://openalex.org/I4387153628","display_name":"Volvo Cars (Sweden)","ror":"https://ror.org/005n5zv88","country_code":null,"type":"company","lineage":["https://openalex.org/I4210153393","https://openalex.org/I4387153628"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Martin Nilsson","raw_affiliation_strings":["Volvo Car Corporation, Gothenburg, Sweden","Volvo Car Corp. Gothenburg, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Volvo Car Corporation, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628"]},{"raw_affiliation_string":"Volvo Car Corp. Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030871919","display_name":"Fredrik T\u00f6rner","orcid":"https://orcid.org/0009-0005-6368-7801"},"institutions":[{"id":"https://openalex.org/I1340210623","display_name":"Volvo (Sweden)","ror":"https://ror.org/05b6ypc36","country_code":"SE","type":"company","lineage":["https://openalex.org/I1340210623"]},{"id":"https://openalex.org/I4387153628","display_name":"Volvo Cars (Sweden)","ror":"https://ror.org/005n5zv88","country_code":null,"type":"company","lineage":["https://openalex.org/I4210153393","https://openalex.org/I4387153628"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Fredrik Torner","raw_affiliation_strings":["Volvo Car Corporation, Gothenburg, Sweden","Volvo Car Corp. Gothenburg, Gothenburg, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Volvo Car Corporation, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623","https://openalex.org/I4387153628"]},{"raw_affiliation_string":"Volvo Car Corp. Gothenburg, Gothenburg, Sweden","institution_ids":["https://openalex.org/I1340210623"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"228","last_page":"237"},"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":0.9973999857902527,"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":0.9807000160217285,"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/reliability-engineering","display_name":"Reliability engineering","score":0.6972939372062683},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6875353455543518},{"id":"https://openalex.org/keywords/dependability","display_name":"Dependability","score":0.6632481813430786},{"id":"https://openalex.org/keywords/automotive-industry","display_name":"Automotive industry","score":0.6449585556983948},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.5692237019538879},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5486994981765747},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.524256706237793},{"id":"https://openalex.org/keywords/gompertz-function","display_name":"Gompertz function","score":0.4908943772315979},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.4713059365749359},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.46692559123039246},{"id":"https://openalex.org/keywords/predictive-power","display_name":"Predictive power","score":0.4301382303237915},{"id":"https://openalex.org/keywords/unobservable","display_name":"Unobservable","score":0.42206794023513794},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.41667842864990234},{"id":"https://openalex.org/keywords/predictive-modelling","display_name":"Predictive modelling","score":0.41378873586654663},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2772793471813202},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.20394140481948853},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20180538296699524},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.13051608204841614}],"concepts":[{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.6972939372062683},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6875353455543518},{"id":"https://openalex.org/C77019957","wikidata":"https://www.wikidata.org/wiki/Q2689057","display_name":"Dependability","level":2,"score":0.6632481813430786},{"id":"https://openalex.org/C526921623","wikidata":"https://www.wikidata.org/wiki/Q190117","display_name":"Automotive industry","level":2,"score":0.6449585556983948},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.5692237019538879},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5486994981765747},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.524256706237793},{"id":"https://openalex.org/C134463574","wikidata":"https://www.wikidata.org/wiki/Q1011785","display_name":"Gompertz function","level":2,"score":0.4908943772315979},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.4713059365749359},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.46692559123039246},{"id":"https://openalex.org/C2778136018","wikidata":"https://www.wikidata.org/wiki/Q10350689","display_name":"Predictive power","level":2,"score":0.4301382303237915},{"id":"https://openalex.org/C2780695315","wikidata":"https://www.wikidata.org/wiki/Q3799040","display_name":"Unobservable","level":2,"score":0.42206794023513794},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.41667842864990234},{"id":"https://openalex.org/C45804977","wikidata":"https://www.wikidata.org/wiki/Q7239673","display_name":"Predictive modelling","level":2,"score":0.41378873586654663},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2772793471813202},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.20394140481948853},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20180538296699524},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.13051608204841614},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"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":2,"locations":[{"id":"doi:10.1109/issre.2013.6698922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/issre.2013.6698922","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 24th International Symposium on Software Reliability Engineering (ISSRE)","raw_type":"proceedings-article"},{"id":"pmh:oai:research.chalmers.se:181332","is_oa":false,"landing_page_url":"https://research.chalmers.se/en/publication/181332","pdf_url":null,"source":{"id":"https://openalex.org/S4306402469","display_name":"Chalmers Research (Chalmers University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66862912","host_organization_name":"Chalmers University of Technology","host_organization_lineage":["https://openalex.org/I66862912"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W98008442","https://openalex.org/W656028932","https://openalex.org/W1864326261","https://openalex.org/W1965970907","https://openalex.org/W1966017250","https://openalex.org/W1972467266","https://openalex.org/W1975051432","https://openalex.org/W1980595883","https://openalex.org/W1983055498","https://openalex.org/W2007658902","https://openalex.org/W2020536195","https://openalex.org/W2021948416","https://openalex.org/W2031863994","https://openalex.org/W2047164750","https://openalex.org/W2055256057","https://openalex.org/W2057083269","https://openalex.org/W2082169516","https://openalex.org/W2088305938","https://openalex.org/W2097850216","https://openalex.org/W2106624542","https://openalex.org/W2117039703","https://openalex.org/W2117453688","https://openalex.org/W2125313811","https://openalex.org/W2149493527","https://openalex.org/W2153242493","https://openalex.org/W2163339218","https://openalex.org/W2164179197","https://openalex.org/W2165043113","https://openalex.org/W2167830984","https://openalex.org/W2168479209","https://openalex.org/W2169813250","https://openalex.org/W2171242934","https://openalex.org/W2293174567","https://openalex.org/W2314788995","https://openalex.org/W3148004740","https://openalex.org/W4246277490","https://openalex.org/W6604003265","https://openalex.org/W6684845054"],"related_works":["https://openalex.org/W2614563012","https://openalex.org/W4293337373","https://openalex.org/W4252527915","https://openalex.org/W1968533609","https://openalex.org/W2409287660","https://openalex.org/W2233357156","https://openalex.org/W1976489385","https://openalex.org/W1984270607","https://openalex.org/W2349333549","https://openalex.org/W4256317220"],"abstract_inverted_index":{"Software":[0,41],"is":[1,29,90,130],"today":[2],"an":[3],"integral":[4],"part":[5],"of":[6,34,37,54,75,83,86,98,107,123,181],"providing":[7],"improved":[8],"functionality":[9],"and":[10,18,26,80,150,198],"innovative":[11],"features":[12],"in":[13,66,101],"the":[14,31,38,52,63,84,105,118,128,139,170,177,190,204],"automotive":[15,24,191],"industry.":[16],"Safety":[17],"reliability":[19,53],"are":[20,58,220],"important":[21,144],"requirements":[22],"for":[23,61,92,223],"software":[25,27,39,55,168,187],"testing":[28,159],"still":[30],"main":[32],"source":[33],"ensuring":[35],"dependability":[36],"artifacts.":[40],"Reliability":[42],"Growth":[43],"Models":[44],"(SRGMs)":[45],"have":[46,77],"been":[47,78],"long":[48,119],"used":[49,60,183],"to":[50,68,111,132,136,153,158,164],"assess":[51],"systems;":[56],"they":[57],"also":[59],"predicting":[62],"defect":[64,141],"inflow":[65,142],"order":[67],"allocate":[69],"maintenance":[70],"resources.":[71],"Although":[72],"a":[73],"number":[74],"models":[76,206,219],"proposed":[79],"evaluated,":[81],"much":[82,126],"assessment":[85],"their":[87],"predictive":[88,121,179,215],"ability":[89,135],"studied":[91],"short":[93],"term":[94,120],"(e.g.":[95],"last":[96],"10%":[97],"data).":[99],"But":[100],"practice":[102],"(in":[103],"industry)":[104],"usefulness":[106],"SRGMs":[108,124,184],"with":[109,226],"respect":[110],"optimal":[112],"resource":[113,160],"allocation":[114,161],"depends":[115],"heavily":[116],"on":[117,162,185,207,214],"power":[122,180],"i.e.":[125],"before":[127],"project":[129,149],"close":[131],"completion.":[133],"The":[134,193],"reasonably":[137],"predict":[138],"expected":[140],"provides":[143],"insight":[145],"that":[146,196],"can":[147],"help":[148],"quality":[151,167],"managers":[152],"take":[154],"necessary":[155],"actions":[156],"related":[157],"time":[163],"ensure":[165],"high":[166],"at":[169],"release.":[171],"In":[172],"this":[173],"paper":[174],"we":[175],"evaluate":[176],"long-term":[178,224],"commonly":[182],"four":[186],"projects":[188],"from":[189],"sector.":[192],"results":[194],"indicate":[195],"Gompertz":[197],"Logistic":[199],"model":[200],"performs":[201],"best":[202],"among":[203],"tested":[205],"all":[208],"fit":[209],"criterias":[210],"as":[211,213],"well":[212],"power,":[216],"although":[217],"these":[218],"not":[221],"reliable":[222],"prediction":[225],"partial":[227],"data.":[228]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
