{"id":"https://openalex.org/W2008810558","doi":"https://doi.org/10.1145/2579281.2579293","title":"A survey of computational intelligence approaches for software reliability prediction","display_name":"A survey of computational intelligence approaches for software reliability prediction","publication_year":2014,"publication_date":"2014-03-29","ids":{"openalex":"https://openalex.org/W2008810558","doi":"https://doi.org/10.1145/2579281.2579293","mag":"2008810558"},"language":"en","primary_location":{"id":"doi:10.1145/2579281.2579293","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2579281.2579293","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","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/A5034239491","display_name":"Manmath Kumar Bhuyan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manmath Kumar Bhuyan","raw_affiliation_strings":["Bhadrak Institute of Engg and Technology, Bhadrak, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bhadrak Institute of Engg and Technology, Bhadrak, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057535978","display_name":"Durga Prasad Mohapatra","orcid":"https://orcid.org/0000-0002-4824-7091"},"institutions":[{"id":"https://openalex.org/I16292982","display_name":"National Institute of Technology Rourkela","ror":"https://ror.org/011gmn932","country_code":"IN","type":"education","lineage":["https://openalex.org/I16292982"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Durga Prasad Mohapatra","raw_affiliation_strings":["National Institute of Technology, Rourkela, India","National Institute of Technology , Rourkela, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Rourkela, India","institution_ids":["https://openalex.org/I16292982"]},{"raw_affiliation_string":"National Institute of Technology , Rourkela, India","institution_ids":["https://openalex.org/I16292982"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021606976","display_name":"Srinivas Sethi","orcid":"https://orcid.org/0000-0002-5130-2768"},"institutions":[{"id":"https://openalex.org/I20791572","display_name":"Indira Gandhi Institute of Technology","ror":"https://ror.org/0010jkx06","country_code":"IN","type":"education","lineage":["https://openalex.org/I20791572"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Srinivas Sethi","raw_affiliation_strings":["Indira Gandhi Institute of Technology, Sarang, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indira Gandhi Institute of Technology, Sarang, India","institution_ids":["https://openalex.org/I20791572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.9667,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.94818653,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"39","issue":"2","first_page":"1","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":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/T10260","display_name":"Software Engineering Research","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.7187260985374451},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6556252241134644},{"id":"https://openalex.org/keywords/software-quality","display_name":"Software quality","score":0.6109896898269653},{"id":"https://openalex.org/keywords/software-reliability-testing","display_name":"Software reliability testing","score":0.5965495109558105},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5042427778244019},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.49494093656539917},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4821176528930664},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47910454869270325},{"id":"https://openalex.org/keywords/software-metric","display_name":"Software metric","score":0.45022955536842346},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4398801028728485},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4186226427555084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3716834783554077},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.2919521927833557},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11491024494171143},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.06527137756347656}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7187260985374451},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6556252241134644},{"id":"https://openalex.org/C117447612","wikidata":"https://www.wikidata.org/wiki/Q1412670","display_name":"Software quality","level":4,"score":0.6109896898269653},{"id":"https://openalex.org/C52928878","wikidata":"https://www.wikidata.org/wiki/Q7554226","display_name":"Software reliability testing","level":5,"score":0.5965495109558105},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5042427778244019},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.49494093656539917},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4821176528930664},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47910454869270325},{"id":"https://openalex.org/C82214349","wikidata":"https://www.wikidata.org/wiki/Q657339","display_name":"Software metric","level":5,"score":0.45022955536842346},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4398801028728485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4186226427555084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3716834783554077},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.2919521927833557},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11491024494171143},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.06527137756347656},{"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:10.1145/2579281.2579293","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2579281.2579293","pdf_url":null,"source":{"id":"https://openalex.org/S186921487","display_name":"ACM SIGSOFT Software Engineering Notes","issn_l":"0163-5948","issn":["0163-5948","1943-5843"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGSOFT Software Engineering Notes","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W29256863","https://openalex.org/W46690460","https://openalex.org/W59473092","https://openalex.org/W94272913","https://openalex.org/W115998814","https://openalex.org/W201017521","https://openalex.org/W1536013949","https://openalex.org/W1569512666","https://openalex.org/W1573396645","https://openalex.org/W1576064560","https://openalex.org/W1578044518","https://openalex.org/W1592412592","https://openalex.org/W1785944873","https://openalex.org/W1844353665","https://openalex.org/W1967663711","https://openalex.org/W1988592865","https://openalex.org/W2003089185","https://openalex.org/W2010423380","https://openalex.org/W2015988374","https://openalex.org/W2017439596","https://openalex.org/W2024650695","https://openalex.org/W2038098035","https://openalex.org/W2045891420","https://openalex.org/W2047627188","https://openalex.org/W2059973014","https://openalex.org/W2063140383","https://openalex.org/W2065452689","https://openalex.org/W2068865408","https://openalex.org/W2068992314","https://openalex.org/W2072275743","https://openalex.org/W2090785896","https://openalex.org/W2100150874","https://openalex.org/W2101238967","https://openalex.org/W2108604074","https://openalex.org/W2112380331","https://openalex.org/W2122347823","https://openalex.org/W2128574460","https://openalex.org/W2129019011","https://openalex.org/W2132150989","https://openalex.org/W2132887549","https://openalex.org/W2133300800","https://openalex.org/W2134801183","https://openalex.org/W2142383998","https://openalex.org/W2142692926","https://openalex.org/W2144556677","https://openalex.org/W2145346981","https://openalex.org/W2153242493","https://openalex.org/W2157041604","https://openalex.org/W2158317811","https://openalex.org/W2158864412","https://openalex.org/W2161601076","https://openalex.org/W2167347581","https://openalex.org/W2167363007","https://openalex.org/W2167906595","https://openalex.org/W2167959361","https://openalex.org/W2168479209","https://openalex.org/W2181797674","https://openalex.org/W2333992556","https://openalex.org/W2592405229","https://openalex.org/W2914019270","https://openalex.org/W3005805959","https://openalex.org/W4210683575","https://openalex.org/W4211007335","https://openalex.org/W4243934325","https://openalex.org/W4245139594","https://openalex.org/W4285719527","https://openalex.org/W4298445647","https://openalex.org/W6682632765"],"related_works":["https://openalex.org/W1521772560","https://openalex.org/W2382583096","https://openalex.org/W147463599","https://openalex.org/W2029555411","https://openalex.org/W3206587736","https://openalex.org/W2558027728","https://openalex.org/W2012057830","https://openalex.org/W2439389792","https://openalex.org/W4224250221","https://openalex.org/W2782366913"],"abstract_inverted_index":{"Computational":[0],"Intelligence":[1],"has":[2],"been":[3],"known":[4],"to":[5,71],"be":[6],"very":[7],"useful":[8],"in":[9],"predicting":[10],"software":[11,78],"reliability.":[12],"In":[13],"this":[14,68],"paper,":[15],"two":[16],"kinds":[17],"of":[18,28,35,58,67],"investigations":[19],"are":[20,62],"performed.":[21],"First,":[22],"we":[23],"provide":[24],"a":[25],"systematic":[26],"review":[27],"Software":[29],"Reliability":[30],"Prediction":[31],"studies":[32],"with":[33,55,81],"consideration":[34],"various":[36,59,82],"metrics,":[37],"methods":[38],"and":[39,52,76,85,87,90],"CI":[40,83],"techniques":[41,84],"(including":[42],"fuzzy":[43],"logic,":[44],"neural":[45],"networks,":[46],"genetic":[47],"algorithms).":[48],"Second,":[49],"reliability":[50,79],"prediction":[51,80],"data":[53],"collection":[54],"the":[56],"help":[57],"available":[60],"tools":[61,86],"discussed.":[63],"The":[64],"overall":[65],"idea":[66],"paper":[69],"is":[70],"present,":[72],"analyze,":[73],"investigate,":[74],"compare":[75],"discuss":[77],"their":[88],"advantages":[89],"disadvantages.":[91]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}