{"id":"https://openalex.org/W2081503608","doi":"https://doi.org/10.1016/j.jss.2013.03.045","title":"An approach to software reliability prediction based on time series modeling","display_name":"An approach to software reliability prediction based on time series modeling","publication_year":2013,"publication_date":"2013-03-22","ids":{"openalex":"https://openalex.org/W2081503608","doi":"https://doi.org/10.1016/j.jss.2013.03.045","mag":"2081503608"},"language":"en","primary_location":{"id":"doi:10.1016/j.jss.2013.03.045","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jss.2013.03.045","pdf_url":null,"source":{"id":"https://openalex.org/S37879656","display_name":"Journal of Systems and Software","issn_l":"0164-1212","issn":["0164-1212","1873-1228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Systems and Software","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/An_approach_to_software_reliability_prediction_based_on_time_series_modeling/26218868","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045330318","display_name":"Ayman A. Amin","orcid":"https://orcid.org/0000-0003-1560-7609"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ayman Amin","raw_affiliation_strings":["[Faculty of Information and Communication Technologies, Swinburne University of Technology, Australia]"],"affiliations":[{"raw_affiliation_string":"[Faculty of Information and Communication Technologies, Swinburne University of Technology, Australia]","institution_ids":["https://openalex.org/I57093077"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011312561","display_name":"Lars Grunske","orcid":"https://orcid.org/0000-0002-8747-3745"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Lars Grunske","raw_affiliation_strings":["Institute of Software Technology, University of Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Software Technology, University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026456188","display_name":"Alan Colman","orcid":"https://orcid.org/0000-0003-0264-9965"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Alan Colman","raw_affiliation_strings":["[Faculty of Information and Communication Technologies, Swinburne University of Technology, Australia]"],"affiliations":[{"raw_affiliation_string":"[Faculty of Information and Communication Technologies, Swinburne University of Technology, Australia]","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045330318"],"corresponding_institution_ids":["https://openalex.org/I57093077"],"apc_list":{"value":3560,"currency":"USD","value_usd":3560},"apc_paid":null,"fwci":14.5566,"has_fulltext":false,"cited_by_count":110,"citation_normalized_percentile":{"value":0.99135994,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"86","issue":"7","first_page":"1923","last_page":"1932"},"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":0.9976000189781189,"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":0.9829000234603882,"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":0.7572806477546692},{"id":"https://openalex.org/keywords/predictability","display_name":"Predictability","score":0.7145706415176392},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.6740236282348633},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.6521455645561218},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5858058929443359},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5269537568092346},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4903836250305176},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.4813735783100128},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.44613391160964966},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4369596540927887},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.4340939223766327},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4198302924633026},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3834386169910431},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.38270002603530884},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2733970284461975},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11986240744590759},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09505796432495117}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7572806477546692},{"id":"https://openalex.org/C197640229","wikidata":"https://www.wikidata.org/wiki/Q2534066","display_name":"Predictability","level":2,"score":0.7145706415176392},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6740236282348633},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.6521455645561218},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5858058929443359},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5269537568092346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4903836250305176},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.4813735783100128},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.44613391160964966},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4369596540927887},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.4340939223766327},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4198302924633026},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3834386169910431},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.38270002603530884},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2733970284461975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11986240744590759},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09505796432495117},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","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}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1016/j.jss.2013.03.045","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jss.2013.03.045","pdf_url":null,"source":{"id":"https://openalex.org/S37879656","display_name":"Journal of Systems and Software","issn_l":"0164-1212","issn":["0164-1212","1873-1228"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Systems and Software","raw_type":"journal-article"},{"id":"pmh:oai:researchbank.swinburne.edu.au:98fa833d-60d0-46af-a6f7-6090842675de/1","is_oa":false,"landing_page_url":"http://hdl.handle.net/1959.3/315016","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Journal of Systems and Software, Vol. 86, no. 7 (Jul 2013), pp. 1923-1932","raw_type":"acceptedVersion"},{"id":"pmh:oai:figshare.com:article/26218868","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/An_approach_to_software_reliability_prediction_based_on_time_series_modeling/26218868","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"doi:10.25916/sut.26218868.v1","is_oa":true,"landing_page_url":"https://doi.org/10.25916/sut.26218868.v1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401157","display_name":"Swinburne Research Bank (Swinburne University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I57093077","host_organization_name":"Swinburne University of Technology","host_organization_lineage":["https://openalex.org/I57093077"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/26218868","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/An_approach_to_software_reliability_prediction_based_on_time_series_modeling/26218868","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W124052719","https://openalex.org/W129305155","https://openalex.org/W1531075098","https://openalex.org/W1564722845","https://openalex.org/W1588163064","https://openalex.org/W1980595883","https://openalex.org/W1982016747","https://openalex.org/W1988592865","https://openalex.org/W1999939577","https://openalex.org/W2006487144","https://openalex.org/W2008515962","https://openalex.org/W2015374985","https://openalex.org/W2016287239","https://openalex.org/W2016864600","https://openalex.org/W2022284665","https://openalex.org/W2029683878","https://openalex.org/W2033667193","https://openalex.org/W2045891420","https://openalex.org/W2046421191","https://openalex.org/W2047330915","https://openalex.org/W2048629225","https://openalex.org/W2050389893","https://openalex.org/W2054271311","https://openalex.org/W2055213575","https://openalex.org/W2058628428","https://openalex.org/W2084175761","https://openalex.org/W2085084247","https://openalex.org/W2116822028","https://openalex.org/W2120232805","https://openalex.org/W2121227668","https://openalex.org/W2122316932","https://openalex.org/W2124649850","https://openalex.org/W2125313811","https://openalex.org/W2128574460","https://openalex.org/W2142635246","https://openalex.org/W2150649788","https://openalex.org/W2153242493","https://openalex.org/W2155063211","https://openalex.org/W2158317811","https://openalex.org/W2164179197","https://openalex.org/W2171242934","https://openalex.org/W2313953460","https://openalex.org/W2316422287","https://openalex.org/W2535725822","https://openalex.org/W2592405229","https://openalex.org/W4213124581","https://openalex.org/W4233183369","https://openalex.org/W4245071476","https://openalex.org/W4246587917","https://openalex.org/W6605014292","https://openalex.org/W6631497896","https://openalex.org/W6647277706","https://openalex.org/W6678220962","https://openalex.org/W6678663343","https://openalex.org/W6682005902","https://openalex.org/W6729037725","https://openalex.org/W6769698047"],"related_works":["https://openalex.org/W2512801408","https://openalex.org/W82714704","https://openalex.org/W1521772560","https://openalex.org/W2521133878","https://openalex.org/W3189672899","https://openalex.org/W4244772785","https://openalex.org/W2344870877","https://openalex.org/W3206525735","https://openalex.org/W2393591940","https://openalex.org/W2081503608"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":12},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":6}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}