{"id":"https://openalex.org/W3200406765","doi":"https://doi.org/10.1109/tr.2021.3104232","title":"Decision Support System for Optimal Selection of Software Reliability Growth Models Using a Hybrid Approach","display_name":"Decision Support System for Optimal Selection of Software Reliability Growth Models Using a Hybrid Approach","publication_year":2021,"publication_date":"2021-09-09","ids":{"openalex":"https://openalex.org/W3200406765","doi":"https://doi.org/10.1109/tr.2021.3104232","mag":"3200406765"},"language":"en","primary_location":{"id":"doi:10.1109/tr.2021.3104232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2021.3104232","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-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/A5065016991","display_name":"Rakesh Garg","orcid":"https://orcid.org/0000-0001-7037-4209"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I253188195","display_name":"Deenbandhu Chhotu Ram University of Science and Technology","ror":"https://ror.org/05gnvg690","country_code":"IN","type":"education","lineage":["https://openalex.org/I253188195"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rakesh Garg","raw_affiliation_strings":["Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Noida, India","Department of Mechanical Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Sonepat, India"],"raw_orcid":"https://orcid.org/0000-0001-7037-4209","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Noida, India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Sonepat, India","institution_ids":["https://openalex.org/I253188195"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090232622","display_name":"Supriya Raheja","orcid":"https://orcid.org/0000-0001-5068-4146"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Supriya Raheja","raw_affiliation_strings":["Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Noida, India"],"raw_orcid":"https://orcid.org/0000-0001-5068-4146","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Noida, India","institution_ids":["https://openalex.org/I191972202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046140455","display_name":"Ramesh Kumar Garg","orcid":"https://orcid.org/0000-0003-2983-1951"},"institutions":[{"id":"https://openalex.org/I191972202","display_name":"Amity University","ror":"https://ror.org/02n9z0v62","country_code":"IN","type":"education","lineage":["https://openalex.org/I191972202"]},{"id":"https://openalex.org/I253188195","display_name":"Deenbandhu Chhotu Ram University of Science and Technology","ror":"https://ror.org/05gnvg690","country_code":"IN","type":"education","lineage":["https://openalex.org/I253188195"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ramesh Kumar Garg","raw_affiliation_strings":["Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Noida, India","Department of Mechanical Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Sonepat, India"],"raw_orcid":"https://orcid.org/0000-0003-2983-1951","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Amity School of Engineering and Technology, Amity University Uttar Pradesh, Noida, India","institution_ids":["https://openalex.org/I191972202"]},{"raw_affiliation_string":"Department of Mechanical Engineering, Deenbandhu Chhotu Ram University of Science and Technology, Sonepat, India","institution_ids":["https://openalex.org/I253188195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065016991"],"corresponding_institution_ids":["https://openalex.org/I191972202","https://openalex.org/I253188195"],"apc_list":null,"apc_paid":null,"fwci":8.8603,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.98298429,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"71","issue":"1","first_page":"149","last_page":"161"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9961000084877014,"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":0.9933000206947327,"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":0.6532059907913208},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.618350625038147},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.502973735332489},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4748387932777405},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47462785243988037},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4736420214176178},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.461984246969223},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42219868302345276},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4136850833892822},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.19588789343833923}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6532059907913208},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.618350625038147},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.502973735332489},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4748387932777405},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47462785243988037},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4736420214176178},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.461984246969223},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42219868302345276},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4136850833892822},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.19588789343833923},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2021.3104232","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2021.3104232","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1709132642","https://openalex.org/W1969249725","https://openalex.org/W1990387600","https://openalex.org/W1995875735","https://openalex.org/W1999755224","https://openalex.org/W2022376719","https://openalex.org/W2028126006","https://openalex.org/W2052823802","https://openalex.org/W2083310967","https://openalex.org/W2086709589","https://openalex.org/W2101851182","https://openalex.org/W2113539627","https://openalex.org/W2122316932","https://openalex.org/W2123604854","https://openalex.org/W2126252475","https://openalex.org/W2146950091","https://openalex.org/W2154074993","https://openalex.org/W2167493478","https://openalex.org/W2193782188","https://openalex.org/W2252627337","https://openalex.org/W2264079448","https://openalex.org/W2294230307","https://openalex.org/W2312364205","https://openalex.org/W2328281264","https://openalex.org/W2554357333","https://openalex.org/W2592358186","https://openalex.org/W2605207615","https://openalex.org/W2626988543","https://openalex.org/W2797565471","https://openalex.org/W2804219331","https://openalex.org/W2885296061","https://openalex.org/W2888996107","https://openalex.org/W2921893753","https://openalex.org/W2945811413","https://openalex.org/W2946720676","https://openalex.org/W2965244783","https://openalex.org/W2996256344","https://openalex.org/W2997318768","https://openalex.org/W3042491982","https://openalex.org/W4230642783","https://openalex.org/W4245489840","https://openalex.org/W6629533033","https://openalex.org/W6692916880","https://openalex.org/W6734096975"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4224009465","https://openalex.org/W4286629047","https://openalex.org/W4306321456","https://openalex.org/W4285260836","https://openalex.org/W3046775127","https://openalex.org/W3170094116","https://openalex.org/W4205958290","https://openalex.org/W3209574120"],"abstract_inverted_index":{"A":[0],"hybrid":[1,40],"approach,":[2,41],"namely":[3],"&#x201C;entropy-combinative":[4],"distance-Based":[5],"assessment":[6],"(CODAS-E),&#x201D;":[7],"is":[8,26,48,61,70,85,112],"proposed":[9,39],"and":[10,14,57,66,97,106,130,147,157,169],"presented":[11,184],"to":[12,50,127,152,171,191],"select":[13],"rank":[15],"software":[16,91,193],"reliability":[17,92],"growth":[18],"models":[19,164],"based":[20],"on":[21],"multiple":[22],"performance":[23,53],"indexes,":[24],"which":[25],"hitherto":[27],"not":[28],"applied":[29],"in":[30],"the":[31,35,38,44,52,58,86,138,154,158,172],"open":[32],"literature":[33],"for":[34,63,90,104,122,165],"purpose.":[36],"In":[37],"i.e.,":[42],"CODAS-E,":[43],"Shannon":[45],"entropy":[46],"approach":[47],"used":[49,62],"obtain":[51],"indexes&#x2019;":[54],"priority":[55],"weights":[56],"CODAS":[59],"method":[60,111],"optimum":[64],"selection":[65,186],"ranking.":[67],"The":[68,79,109,134,183],"methodology":[69,151],"illustrated":[71],"through":[72],"two":[73],"previously":[74],"published":[75],"different":[76],"failure":[77],"datasets.":[78],"ranking":[80,161],"results":[81],"depict":[82],"that":[83],"&#x201C;Zhang-Teng-Pham&#x201D;":[84],"least":[87],"suited":[88],"model":[89,156,185],"estimation,":[93],"whereas":[94],"&#x201C;Musa":[95],"Okumoto&#x201D;":[96],"&#x201C;Yamada":[98],"Imperfect":[99],"debugging2&#x201D;":[100],"are":[101],"best":[102,159],"suitable":[103],"dataset-1":[105],"dataset-2,":[107],"respectively.":[108],"CODAS-E":[110,150],"validated":[113],"comparing":[114],"with":[115],"existing":[116],"multicriteria":[117],"decision-making":[118],"methods;":[119],"namely,":[120],"technique":[121],"order":[123],"preference":[124],"by":[125],"similarity":[126],"ideal":[128],"solution":[129],"analytic":[131],"hierarchy":[132],"process.":[133],"significant":[135],"contributions":[136],"of":[137,144,162,174],"present":[139],"research":[140],"article":[141],"include":[142],"implementation":[143],"efficient,":[145],"user-friendly,":[146],"time":[148],"effective":[149],"find":[153],"optimal":[155],"overall":[160],"employed":[163],"any":[166,180],"given":[167],"dataset,":[168],"importance":[170],"taxonomy":[173],"NHPP":[175],"SRGMs":[176],"rather":[177],"than":[178],"adding":[179],"new":[181],"model.":[182],"strategy":[187],"will":[188],"undoubtedly":[189],"lead":[190],"high-quality":[192],"development.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
