{"id":"https://openalex.org/W2979955537","doi":"https://doi.org/10.1109/fuzz-ieee.2019.8859012","title":"Fuzzy Discrete Event Systems with Gradient-Based Online Learning","display_name":"Fuzzy Discrete Event Systems with Gradient-Based Online Learning","publication_year":2019,"publication_date":"2019-06-01","ids":{"openalex":"https://openalex.org/W2979955537","doi":"https://doi.org/10.1109/fuzz-ieee.2019.8859012","mag":"2979955537"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2019.8859012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2019.8859012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-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/A5082640513","display_name":"Hao Ying","orcid":"https://orcid.org/0000-0002-4891-6785"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hao Ying","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Wayne State University, Detroit, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Wayne State University, Detroit, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009172382","display_name":"Feng Lin","orcid":"https://orcid.org/0000-0002-6831-4458"},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Feng Lin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Wayne State University, Detroit, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Wayne State University, Detroit, USA","institution_ids":["https://openalex.org/I185443292"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112368199","display_name":"Robert Sherwin","orcid":null},"institutions":[{"id":"https://openalex.org/I185443292","display_name":"Wayne State University","ror":"https://ror.org/01070mq45","country_code":"US","type":"education","lineage":["https://openalex.org/I185443292"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Robert Sherwin","raw_affiliation_strings":["Department of Emergency Medicine, Wayne State University, Detroit, USA"],"affiliations":[{"raw_affiliation_string":"Department of Emergency Medicine, Wayne State University, Detroit, USA","institution_ids":["https://openalex.org/I185443292"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5082640513"],"corresponding_institution_ids":["https://openalex.org/I185443292"],"apc_list":null,"apc_paid":null,"fwci":1.5519,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85152973,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11125","display_name":"Petri Nets in System Modeling","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11125","display_name":"Petri Nets in System Modeling","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10142","display_name":"Formal Methods in Verification","score":0.993399977684021,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6271663904190063},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6247072219848633},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5991913080215454},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.5014479160308838},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.49898314476013184},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4906584322452545},{"id":"https://openalex.org/keywords/learning-automata","display_name":"Learning automata","score":0.4882068932056427},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42440545558929443},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.42150112986564636},{"id":"https://openalex.org/keywords/fuzzy-associative-matrix","display_name":"Fuzzy associative matrix","score":0.4173424541950226},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.41702800989151},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4135928153991699},{"id":"https://openalex.org/keywords/automaton","display_name":"Automaton","score":0.3841068744659424},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35855528712272644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6271663904190063},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6247072219848633},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5991913080215454},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.5014479160308838},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.49898314476013184},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4906584322452545},{"id":"https://openalex.org/C2776807809","wikidata":"https://www.wikidata.org/wiki/Q6510160","display_name":"Learning automata","level":3,"score":0.4882068932056427},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42440545558929443},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.42150112986564636},{"id":"https://openalex.org/C144170203","wikidata":"https://www.wikidata.org/wiki/Q5511099","display_name":"Fuzzy associative matrix","level":5,"score":0.4173424541950226},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.41702800989151},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4135928153991699},{"id":"https://openalex.org/C112505250","wikidata":"https://www.wikidata.org/wiki/Q787116","display_name":"Automaton","level":2,"score":0.3841068744659424},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35855528712272644},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz-ieee.2019.8859012","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2019.8859012","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1494875490","https://openalex.org/W1979349468","https://openalex.org/W2004477558","https://openalex.org/W2068354234","https://openalex.org/W2113269663","https://openalex.org/W2118630939","https://openalex.org/W2144100030","https://openalex.org/W2148799311","https://openalex.org/W2152617226","https://openalex.org/W2166163089","https://openalex.org/W2168425309","https://openalex.org/W2480295938","https://openalex.org/W2896556344"],"related_works":["https://openalex.org/W4242970302","https://openalex.org/W2571050636","https://openalex.org/W2155269963","https://openalex.org/W1592580928","https://openalex.org/W2331106272","https://openalex.org/W2382615100","https://openalex.org/W2184441312","https://openalex.org/W2389220828","https://openalex.org/W173448675","https://openalex.org/W1542808721"],"abstract_inverted_index":{"To":[0],"make":[1],"the":[2,34,47,54,77,82,88,93,100,103],"fuzzy":[3,55,62,69,89],"discrete":[4,63],"event":[5,48,64],"system":[6,65],"theory":[7],"more":[8],"useful":[9],"in":[10,33,76],"a":[11,61,68,96],"wide":[12],"range":[13],"of":[14,46,53,60,87,117],"applications,":[15],"it":[16,21],"is":[17],"crucial":[18],"to":[19,85,113],"equip":[20],"with":[22],"learning":[23,45,83,115],"capability,":[24],"an":[25,73],"issue":[26],"that":[27,79],"has":[28],"hardly":[29],"been":[30],"touched":[31],"upon":[32],"literature.":[35],"In":[36],"this":[37],"paper,":[38],"we":[39,98],"develop":[40],"stochastic-gradient-decent-based":[41],"algorithms":[42,78,101],"for":[43],"online":[44],"transition":[49],"matrices":[50],"and":[51],"parameters":[52,91],"sets":[56],"fuzzifying":[57],"input":[58],"variables":[59],"modeled":[66],"as":[67],"automaton.":[70],"We":[71],"uncover":[72],"intrinsic":[74],"obstacle":[75],"significantly":[80],"impedes":[81],"owing":[84],"dependences":[86],"set":[90],"on":[92],"matrix.":[94],"As":[95],"remedy,":[97],"modify":[99],"using":[102],"exponential":[104],"penalty":[105],"function.":[106],"Preliminary":[107],"computer":[108],"simulation":[109],"results":[110],"are":[111],"presented":[112],"illustrate":[114],"performance":[116],"our":[118],"final":[119],"algorithms.":[120]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}