{"id":"https://openalex.org/W7100761502","doi":null,"title":"Artificial Neural Networks in Safety Critical Applications For my family","display_name":"Artificial Neural Networks in Safety Critical Applications For my family","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W7100761502"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.106.6215","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.106.6215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/ftpdir/reports/YCST-2006-09.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79702063,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9970999956130981,"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"}},"topics":[{"id":"https://openalex.org/T13295","display_name":"Safety Systems Engineering in Autonomy","score":0.9970999956130981,"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/T10320","display_name":"Neural Networks and Applications","score":0.00039999998989515007,"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/T10933","display_name":"Real-Time Systems Scheduling","score":0.0003000000142492354,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/neural-network","display_name":"artificial neural networks","score":0.925000011920929},{"id":"https://openalex.org/keywords/safety-critical-systems","display_name":"safety-critical systems","score":0.9670000076293945},{"id":"https://openalex.org/keywords/fuzzy-rules","display_name":"fuzzy rules","score":0.9509999752044678},{"id":"https://openalex.org/keywords/safety-assurance","display_name":"safety assurance","score":0.652999997138977},{"id":"https://openalex.org/keywords/hazard-identification","display_name":"hazard identification","score":0.6859999895095825},{"id":"https://openalex.org/keywords/safety-lifecycle","display_name":"safety lifecycle","score":0.6359999775886536},{"id":"https://openalex.org/keywords/safety-constraints","display_name":"safety constraints","score":0.5630000233650208},{"id":"https://openalex.org/keywords/software-safety","display_name":"software safety","score":0.42100000381469727},{"id":"https://openalex.org/keywords/safety-analysis","display_name":"safety analysis","score":0.515999972820282}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.714900016784668},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5813999772071838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5246999859809875},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.503600001335144},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49559998512268066},{"id":"https://openalex.org/C132835097","wikidata":"https://www.wikidata.org/wiki/Q7663745","display_name":"System safety","level":2,"score":0.4699999988079071},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3984000086784363},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3935999870300293},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.38029998540878296},{"id":"https://openalex.org/C112805685","wikidata":"https://www.wikidata.org/wiki/Q10566551","display_name":"Safety assurance","level":2,"score":0.34119999408721924},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.3294999897480011},{"id":"https://openalex.org/C163707989","wikidata":"https://www.wikidata.org/wiki/Q1996307","display_name":"Life-critical system","level":3,"score":0.3190000057220459},{"id":"https://openalex.org/C2780876879","wikidata":"https://www.wikidata.org/wiki/Q3054749","display_name":"Meaning (existential)","level":2,"score":0.3174000084400177},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31189998984336853},{"id":"https://openalex.org/C94279714","wikidata":"https://www.wikidata.org/wiki/Q6496962","display_name":"Safety engineering","level":2,"score":0.3084999918937683},{"id":"https://openalex.org/C2780234205","wikidata":"https://www.wikidata.org/wiki/Q2281276","display_name":"Safety case","level":2,"score":0.29919999837875366},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.29109999537467957},{"id":"https://openalex.org/C32896092","wikidata":"https://www.wikidata.org/wiki/Q189447","display_name":"Risk management","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.262800008058548},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.2524999976158142}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.106.6215","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.106.6215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.york.ac.uk/ftpdir/reports/YCST-2006-09.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2121374919","https://openalex.org/W7034740394","https://openalex.org/W2096443382","https://openalex.org/W1525152008","https://openalex.org/W2046353767","https://openalex.org/W2971469679","https://openalex.org/W7125634537","https://openalex.org/W7099827380","https://openalex.org/W2137989406","https://openalex.org/W4412221141"],"abstract_inverted_index":{"Artificial":[0,7,144,165],"Neural":[1,8,145,166],"Networks":[2,9,167],"in":[3,13,61,77],"Safety":[4,142,162],"Critical":[5,143],"Applications":[6],"(ANNs)":[10],"are":[11,38],"employed":[12],"many":[14],"areas":[15],"of":[16,73,158,179],"industry":[17],"such":[18],"as":[19,41,177],"medicine":[20],"and":[21,25,66,71,108,152],"defence.":[22],"Their":[23],"learning":[24],"generalisation":[26],"capabilities":[27],"make":[28],"them":[29],"highly":[30],"desirable":[31],"solutions":[32],"for":[33,164],"complex":[34],"problems.":[35],"However,":[36],"they":[37],"commonly":[39],"perceived":[40],"black-boxes":[42],"since":[43],"their":[44],"behaviour":[45],"is":[46,68],"typically":[47],"scattered":[48],"around":[49],"its":[50,131],"elements":[51],"with":[52,148],"little":[53],"meaning":[54],"to":[55,92,106,128],"an":[56,117],"observer.":[57],"The":[58,172],"primary":[59],"concern":[60],"safety":[62,79,150,175],"critical":[63],"systems":[64],"development":[65],"assurance":[67,80],"the":[69,121,135,141,156,161,180],"identification":[70],"management":[72],"hazards.":[74],"Best":[75],"practice":[76],"software":[78,86],"demands":[81],"direct":[82],"arguments":[83],"that":[84],"systematic":[85],"failures":[87],"(that":[88],"could":[89],"give":[90],"risk":[91],"system":[93],"level":[94],"hazards)":[95],"cannot":[96],"occur.":[97],"Therefore":[98],"this":[99,115,138],"creates":[100],"a":[101],"significant":[102],"challenge":[103],"when":[104],"attempting":[105],"understand":[107],"argue":[109],"about":[110],"ANN":[111],"behaviour.":[112,132],"To":[113],"address":[114],"challenge,":[116],"existing":[118],"model":[119],"termed":[120],"Fuzzy":[122],"Self-Organising":[123],"Map":[124],"uses":[125],"fuzzy":[126,159],"rules":[127],"meaningfully":[129],"describe":[130],"Through":[133],"adapting":[134],"FSOM":[136],"architecture,":[137],"thesis":[139],"presents":[140],"Network":[146],"(SCANN)":[147],"suitable":[149],"constraints":[151],"mechanisms.":[153],"By":[154],"exploiting":[155],"meaningfulness":[157],"rules,":[160],"Lifecycle":[163],"(SLANN)":[168],"has":[169],"been":[170],"defined.":[171],"SLANN":[173],"integrates":[174],"analyses":[176],"part":[178]},"counts_by_year":[],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-27T00:00:00"}
