{"id":"https://openalex.org/W4249290978","doi":"https://doi.org/10.11591/ijece.v6i4.9991","title":"Software Reliability Prediction using Fuzzy Min-Max Algorithm and Recurrent Neural Network Approach","display_name":"Software Reliability Prediction using Fuzzy Min-Max Algorithm and Recurrent Neural Network Approach","publication_year":2016,"publication_date":"2016-08-01","ids":{"openalex":"https://openalex.org/W4249290978","doi":"https://doi.org/10.11591/ijece.v6i4.9991"},"language":"en","primary_location":{"id":"doi:10.11591/ijece.v6i4.9991","doi":"https://doi.org/10.11591/ijece.v6i4.9991","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v6i4.9991","pdf_url":null,"source":{"id":"https://openalex.org/S2764532672","display_name":"International Journal of Electrical and Computer Engineering (IJECE)","issn_l":"2088-8708","issn":["2088-8708"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electrical and Computer Engineering (IJECE)","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.11591/ijece.v6i4.9991","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034239491","display_name":"Manmath Kumar Bhuyan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manmath Kumar Bhuyan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057535978","display_name":"Durga Prasad Mohapatra","orcid":"https://orcid.org/0000-0002-4824-7091","observed_orcids":["https://orcid.org/0000-0002-4824-7091"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Durga Prasad Mohapatra","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5021606976","display_name":"Srinivas Sethi","orcid":"https://orcid.org/0000-0002-5130-2768","observed_orcids":["https://orcid.org/0000-0002-5130-2768"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Srinivas Sethi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":11.4104,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.98134281,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"6","issue":"4","first_page":"1929","last_page":"1929"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12423","display_name":"Software Reliability and Analysis Research","score":0.9994999766349792,"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":0.9994999766349792,"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":0.0003000000142492354,"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":0.0,"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/software-reliability-prediction","display_name":"software reliability prediction","score":1.0},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.8360000252723694},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"fuzzy logic","score":0.843999981880188},{"id":"https://openalex.org/keywords/hidden-layer-node-optimization","display_name":"hidden layer node optimization","score":0.7490000128746033},{"id":"https://openalex.org/keywords/real-time-reconfiguration","display_name":"real-time reconfiguration","score":0.7419999837875366},{"id":"https://openalex.org/keywords/software-failure-data","display_name":"software failure data","score":0.7590000033378601},{"id":"https://openalex.org/keywords/system-testing","display_name":"system testing","score":0.6759999990463257},{"id":"https://openalex.org/keywords/fault-removal","display_name":"fault elimination","score":0.7350000143051147}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8123400211334229},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6523748636245728},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5878772735595703},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5784505009651184},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5764189958572388},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5536702871322632},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.5111456513404846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48991960287094116},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.47535890340805054},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46118125319480896},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4596829414367676},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45734477043151855},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2935318350791931},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2926650047302246},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09082978963851929},{"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.11591/ijece.v6i4.9991","doi":"https://doi.org/10.11591/ijece.v6i4.9991","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v6i4.9991","pdf_url":null,"source":{"id":"https://openalex.org/S2764532672","display_name":"International Journal of Electrical and Computer Engineering (IJECE)","issn_l":"2088-8708","issn":["2088-8708"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electrical and Computer Engineering (IJECE)","raw_type":"journal-article"},{"id":"doi:10.11591/ijece.v6i4.pp1929-1938","doi":"https://doi.org/10.11591/ijece.v6i4.pp1929-1938","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v6i4.pp1929-1938","pdf_url":"http://ijece.iaescore.com/index.php/IJECE/article/download/763/651","source":{"id":"https://openalex.org/S2764532672","display_name":"International Journal of Electrical and Computer Engineering (IJECE)","issn_l":"2088-8708","issn":["2088-8708"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electrical and Computer Engineering (IJECE)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.11591/ijece.v6i4.9991","doi":"https://doi.org/10.11591/ijece.v6i4.9991","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijece.v6i4.9991","pdf_url":null,"source":{"id":"https://openalex.org/S2764532672","display_name":"International Journal of Electrical and Computer Engineering (IJECE)","issn_l":"2088-8708","issn":["2088-8708"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Electrical and Computer Engineering (IJECE)","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W201017521","https://openalex.org/W1967663711","https://openalex.org/W1988592865","https://openalex.org/W1997747134","https://openalex.org/W2003089185","https://openalex.org/W2008810558","https://openalex.org/W2010423380","https://openalex.org/W2015988374","https://openalex.org/W2024650695","https://openalex.org/W2047627188","https://openalex.org/W2059973014","https://openalex.org/W2067453454","https://openalex.org/W2072275743","https://openalex.org/W2078376347","https://openalex.org/W2105347432","https://openalex.org/W2121734606","https://openalex.org/W2132150989","https://openalex.org/W2133300800","https://openalex.org/W2134845943","https://openalex.org/W2142692926","https://openalex.org/W2144556677","https://openalex.org/W2149978162","https://openalex.org/W2152503618","https://openalex.org/W2158317811","https://openalex.org/W2167906595","https://openalex.org/W2168479209","https://openalex.org/W2982736960"],"related_works":["https://openalex.org/W3001380657","https://openalex.org/W2302379991","https://openalex.org/W2398723251","https://openalex.org/W3149074092","https://openalex.org/W2030565125","https://openalex.org/W3212898266","https://openalex.org/W4296850710","https://openalex.org/W4388212425","https://openalex.org/W1912202256","https://openalex.org/W2390135599"],"abstract_inverted_index":{"Fuzzy":[0,16],"Logic":[1],"(FL)":[2],"together":[3,61],"with":[4,62,105],"Recurrent":[5],"Neural":[6],"Network":[7],"(RNN)":[8],"is":[9,19,42,70,76],"used":[10,20,43],"to":[11,21,44],"predict":[12],"the":[13,23,26,30,79],"software":[14,51,85,99],"reliability.":[15],"Min-Max":[17],"algorithm":[18,60],"optimize":[22],"number":[24],"of":[25,81,110],"kgaussian":[27],"nodes":[28],"in":[29,47,84],"hidden":[31],"layer":[32],"and":[33,72],"delayed":[34],"input":[35],"neurons.":[36],"The":[37,87,108],"optimized":[38],"recurrent":[39,63],"neural":[40,64],"network":[41,65],"dynamically":[45],"reconfigure":[46],"real-time":[48],"as":[49],"actual":[50],"failure.":[52],"In":[53],"this":[54],"work,":[55],"an":[56],"enhanced":[57],"fuzzy":[58],"min-max":[59],"based":[66],"machine":[67],"learning":[68],"technique":[69],"explored":[71],"a":[73],"comparative":[74],"analysis":[75],"performed":[77],"for":[78],"modeling":[80],"reliability":[82],"prediction":[83],"systems.":[86],"model":[88],"has":[89,114],"been":[90,115],"applied":[91],"on":[92],"data":[93,122],"sets":[94],"collected":[95],"across":[96],"several":[97],"standard":[98],"projects":[100],"during":[101],"system":[102,119],"testing":[103],"phase":[104],"fault":[106],"removal.":[107],"performance":[109],"our":[111],"proposed":[112],"approach":[113],"tested":[116],"using":[117],"distributed":[118],"application":[120],"failure":[121],"set.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4}],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2022-05-12T00:00:00"}