{"id":"https://openalex.org/W4396761893","doi":"https://doi.org/10.1007/s11063-024-11623-y","title":"Use of a Modified Threshold Function in Fuzzy Cognitive Maps for Improved Failure Mode Identification","display_name":"Use of a Modified Threshold Function in Fuzzy Cognitive Maps for Improved Failure Mode Identification","publication_year":2024,"publication_date":"2024-05-09","ids":{"openalex":"https://openalex.org/W4396761893","doi":"https://doi.org/10.1007/s11063-024-11623-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11623-y","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11063-024-11623-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11623-y.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11623-y.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047474882","display_name":"Manu Augustine","orcid":null},"institutions":[{"id":"https://openalex.org/I4210145362","display_name":"Institute of Technology Management","ror":"https://ror.org/03c4qaa56","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210145362","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Manu Augustine","raw_affiliation_strings":["Department of Mechanical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, India","institution_ids":["https://openalex.org/I4210145362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024224693","display_name":"Om Prakash Yadav","orcid":"https://orcid.org/0000-0003-0670-0238"},"institutions":[{"id":"https://openalex.org/I35777872","display_name":"North Carolina Agricultural and Technical State University","ror":"https://ror.org/02aze4h65","country_code":"US","type":"education","lineage":["https://openalex.org/I35777872"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Om Prakash Yadav","raw_affiliation_strings":["Department of Industrial & Systems Engineering, North Carolina Agricultural & Technical State University, Greensboro, NC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Industrial & Systems Engineering, North Carolina Agricultural & Technical State University, Greensboro, NC, USA","institution_ids":["https://openalex.org/I35777872"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044178280","display_name":"Ashish Nayyar","orcid":"https://orcid.org/0000-0001-8037-3621"},"institutions":[{"id":"https://openalex.org/I4210145362","display_name":"Institute of Technology Management","ror":"https://ror.org/03c4qaa56","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210145362","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ashish Nayyar","raw_affiliation_strings":["Department of Mechanical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, India","institution_ids":["https://openalex.org/I4210145362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018679351","display_name":"Dheeraj Joshi","orcid":"https://orcid.org/0000-0003-3439-2164"},"institutions":[{"id":"https://openalex.org/I4210145362","display_name":"Institute of Technology Management","ror":"https://ror.org/03c4qaa56","country_code":"IN","type":"facility","lineage":["https://openalex.org/I1340206300","https://openalex.org/I4210145362","https://openalex.org/I4210150591"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dheeraj Joshi","raw_affiliation_strings":["Department of Mechanical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, India"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Swami Keshvanand Institute of Technology, Management and Gramothan, Jaipur, India","institution_ids":["https://openalex.org/I4210145362"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5047474882"],"corresponding_institution_ids":["https://openalex.org/I4210145362"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.7252,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73738602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"56","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9229999780654907,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6844232678413391},{"id":"https://openalex.org/keywords/limit","display_name":"Limit (mathematics)","score":0.6619492769241333},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5797262191772461},{"id":"https://openalex.org/keywords/hyperbolic-function","display_name":"Hyperbolic function","score":0.56688392162323},{"id":"https://openalex.org/keywords/failure-mode-and-effects-analysis","display_name":"Failure mode and effects analysis","score":0.5603562593460083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5398800373077393},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5222671627998352},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5221617221832275},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5050652623176575},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5047231912612915},{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.47695720195770264},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46359485387802124},{"id":"https://openalex.org/keywords/margin","display_name":"Margin (machine learning)","score":0.43266165256500244},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.41969093680381775},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3163880407810211},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28366202116012573},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2570912837982178},{"id":"https://openalex.org/keywords/membership-function","display_name":"Membership function","score":0.24849355220794678},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1896129548549652},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.17744839191436768},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16976243257522583},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.15507784485816956}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6844232678413391},{"id":"https://openalex.org/C151201525","wikidata":"https://www.wikidata.org/wiki/Q177239","display_name":"Limit (mathematics)","level":2,"score":0.6619492769241333},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5797262191772461},{"id":"https://openalex.org/C92047909","wikidata":"https://www.wikidata.org/wiki/Q204034","display_name":"Hyperbolic function","level":2,"score":0.56688392162323},{"id":"https://openalex.org/C66283442","wikidata":"https://www.wikidata.org/wiki/Q1389268","display_name":"Failure mode and effects analysis","level":2,"score":0.5603562593460083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5398800373077393},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5222671627998352},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5221617221832275},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5050652623176575},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5047231912612915},{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.47695720195770264},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46359485387802124},{"id":"https://openalex.org/C774472","wikidata":"https://www.wikidata.org/wiki/Q6760393","display_name":"Margin (machine learning)","level":2,"score":0.43266165256500244},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.41969093680381775},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3163880407810211},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28366202116012573},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2570912837982178},{"id":"https://openalex.org/C5263885","wikidata":"https://www.wikidata.org/wiki/Q1967302","display_name":"Membership function","level":4,"score":0.24849355220794678},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1896129548549652},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.17744839191436768},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16976243257522583},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.15507784485816956},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-024-11623-y","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11063-024-11623-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11623-y.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11623-y","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1007/s11063-024-11623-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11623-y.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4396761893.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W152393904","https://openalex.org/W1974130720","https://openalex.org/W1989807618","https://openalex.org/W1997926968","https://openalex.org/W2026070608","https://openalex.org/W2033395352","https://openalex.org/W2095224843","https://openalex.org/W2117079902","https://openalex.org/W2141225287","https://openalex.org/W2148811485","https://openalex.org/W2149500458","https://openalex.org/W2165448938","https://openalex.org/W2175744255","https://openalex.org/W2606111292","https://openalex.org/W2915468364","https://openalex.org/W2939650878","https://openalex.org/W2944643290","https://openalex.org/W2996948283","https://openalex.org/W3009128909","https://openalex.org/W3024350024","https://openalex.org/W3092288189","https://openalex.org/W3109639951","https://openalex.org/W3170059976","https://openalex.org/W4293281928","https://openalex.org/W4295700947","https://openalex.org/W4323569289","https://openalex.org/W6601971534"],"related_works":["https://openalex.org/W2063798559","https://openalex.org/W2991207020","https://openalex.org/W2145925682","https://openalex.org/W1661487699","https://openalex.org/W2372922208","https://openalex.org/W1491151750","https://openalex.org/W2047490267","https://openalex.org/W2777396095","https://openalex.org/W2617561368","https://openalex.org/W1982418457"],"abstract_inverted_index":{"Abstract":[0],"Fuzzy":[1],"cognitive":[2],"maps":[3],"(FCMs)":[4],"provide":[5],"a":[6,55,82,99,141],"rapid":[7],"and":[8,14,92],"efficient":[9],"approach":[10],"for":[11,42,79,109],"system":[12],"modeling":[13],"simulation.":[15],"The":[16,28,107],"literature":[17],"demonstrates":[18],"numerous":[19],"successful":[20],"applications":[21],"of":[22,31,52,88,116,130],"FCMs":[23,36,69],"in":[24,120],"identifying":[25],"failure":[26,32,105],"modes.":[27],"standard":[29],"process":[30],"mode":[33],"identification":[34],"using":[35,70],"involves":[37],"monitoring":[38],"crucial":[39,77],"concept/node":[40],"values":[41,87],"excesses.":[43],"Threshold":[44],"functions":[45],"are":[46],"used":[47],"to":[48,84,97,123],"limit":[49,100],"the":[50,71,86,94,112,117,124,128,131],"value":[51],"nodes":[53],"within":[54],"pre-specified":[56],"range,":[57],"which":[58],"is":[59,111],"usually":[60],"[0,":[61],"1]":[62],"or":[63],"[-1,":[64],"+":[65],"1].":[66],"However,":[67],"traditional":[68],"tanh":[72,118,144],"threshold":[73,145],"function":[74,119,146],"possess":[75],"two":[76],"drawbacks":[78],"this":[80,110,138],"particular.Purpose(i)":[81],"tendency":[83],"reduce":[85],"state":[89,101],"vector":[90],"components,":[91],"(ii)":[93],"potential":[95],"inability":[96],"reach":[98],"with":[102],"clearly":[103],"identifiable":[104],"states.":[106],"reason":[108],"inherent":[113],"mathematical":[114],"nature":[115],"being":[121],"asymptotic":[122],"horizontal":[125],"line":[126],"demarcating":[127],"edge":[129],"specified":[132],"range.":[133],"To":[134],"overcome":[135],"these":[136],"limitations,":[137],"paper":[139],"introduces":[140],"novel":[142],"modified":[143],"that":[147],"effectively":[148],"addresses":[149],"both":[150],"issues.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
