{"id":"https://openalex.org/W4401162717","doi":"https://doi.org/10.1109/tii.2024.3427419","title":"Complex Dynamic Slow Independent Symbol Aggregation Approximation for Multimodal Temporal Fuzzy Cognitive Map","display_name":"Complex Dynamic Slow Independent Symbol Aggregation Approximation for Multimodal Temporal Fuzzy Cognitive Map","publication_year":2024,"publication_date":"2024-07-31","ids":{"openalex":"https://openalex.org/W4401162717","doi":"https://doi.org/10.1109/tii.2024.3427419"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3427419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3427419","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","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/A5102952232","display_name":"Bo Yang","orcid":"https://orcid.org/0000-0002-5251-1393"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Yang","raw_affiliation_strings":["Department of Management Science and Data Science, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-5251-1393","affiliations":[{"raw_affiliation_string":"Department of Management Science and Data Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111274994","display_name":"Shihao Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I75390827","display_name":"Beijing University of Chemical Technology","ror":"https://ror.org/00df5yc52","country_code":"CN","type":"education","lineage":["https://openalex.org/I75390827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shihao Hong","raw_affiliation_strings":["College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Technology, Beijing University of Chemical Technology, Beijing, China","institution_ids":["https://openalex.org/I75390827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036712769","display_name":"Hairun Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hairun Wang","raw_affiliation_strings":["School of Economics and Management, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Economics and Management, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058802953","display_name":"Dong Zhao","orcid":"https://orcid.org/0000-0002-2011-0579"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Zhao","raw_affiliation_strings":["School of Cyber Science and Technology, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2011-0579","affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102952232"],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":1.3245,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83504365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"20","issue":"11","first_page":"12882","last_page":"12890"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13062","display_name":"Cognitive Computing and Networks","score":0.9552000164985657,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9552000164985657,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.9477999806404114,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fuzzy-cognitive-map","display_name":"Fuzzy cognitive map","score":0.6413894295692444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6075606346130371},{"id":"https://openalex.org/keywords/symbol","display_name":"Symbol (formal)","score":0.5140186548233032},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4662334620952606},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41484329104423523},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3234729766845703},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32278987765312195},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.22947856783866882}],"concepts":[{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.6413894295692444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6075606346130371},{"id":"https://openalex.org/C134400042","wikidata":"https://www.wikidata.org/wiki/Q2372244","display_name":"Symbol (formal)","level":2,"score":0.5140186548233032},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4662334620952606},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41484329104423523},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3234729766845703},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32278987765312195},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.22947856783866882},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3427419","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3427419","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2016439923","display_name":null,"funder_award_id":"72201021","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2178796940","display_name":null,"funder_award_id":"4232047","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G364470088","display_name":null,"funder_award_id":"62273021","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7490995566","display_name":null,"funder_award_id":"2024M752284","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1608887304","https://openalex.org/W2057028662","https://openalex.org/W2057279444","https://openalex.org/W2089085970","https://openalex.org/W2121657501","https://openalex.org/W2145834005","https://openalex.org/W2172064003","https://openalex.org/W2234690043","https://openalex.org/W2344135745","https://openalex.org/W2530263969","https://openalex.org/W2563493533","https://openalex.org/W2731024278","https://openalex.org/W2741377155","https://openalex.org/W2748669035","https://openalex.org/W2887782657","https://openalex.org/W2944166183","https://openalex.org/W2979584253","https://openalex.org/W2996907290","https://openalex.org/W3015966228","https://openalex.org/W3038702313","https://openalex.org/W3040166285","https://openalex.org/W3040694753","https://openalex.org/W3089040363","https://openalex.org/W3125658501","https://openalex.org/W3159847795","https://openalex.org/W3193034144","https://openalex.org/W3217308177","https://openalex.org/W4200351803","https://openalex.org/W4288771029","https://openalex.org/W4300851339","https://openalex.org/W4312678682"],"related_works":["https://openalex.org/W2063798559","https://openalex.org/W2991207020","https://openalex.org/W2051487156","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/W135622916"],"abstract_inverted_index":{"The":[0,33,151],"current":[1],"mainstream":[2],"time":[3,86],"series":[4,87],"prediction":[5,88,166],"methods":[6],"exhibit":[7],"commendable":[8],"accuracy":[9],"in":[10,47],"prediction,":[11],"but":[12],"they":[13],"often":[14],"lack":[15],"interpretability.":[16],"One":[17],"approach":[18],"to":[19,62,113,145],"address":[20,146],"this":[21,75],"issue":[22],"is":[23],"through":[24],"the":[25,54,65,69,115,119,122,159,165],"utilization":[26],"of":[27,118],"fuzzy":[28,35,82],"cognitive":[29,36,84],"maps":[30,37,85],"for":[31,41],"prediction.":[32],"multimodal":[34,81,123,134],"method":[38,58,89,161],"stands":[39],"out":[40],"its":[42],"superior":[43],"interpretability":[44],"and":[45,50,72],"adeptness":[46],"handling":[48],"nonlinear":[49],"uncertain":[51],"problems.":[52],"However,":[53],"traditional":[55],"modal":[56,66,116],"segmentation":[57],"makes":[59],"it":[60],"difficult":[61],"effectively":[63,163],"identify":[64],"information,":[67],"affecting":[68],"method's":[70],"effectiveness":[71],"accuracy.":[73,167],"In":[74],"article,":[76],"we":[77,100],"proposed":[78,144,160],"a":[79,133],"novel":[80],"temporal":[83],"based":[90,138,153],"on":[91,139,154],"complex":[92,102],"dynamic":[93,103],"slow":[94,104,111,140],"independent":[95,105],"symbol":[96,106],"aggregation":[97,107],"approximation.":[98],"First,":[99],"constructed":[101],"approximation,":[108],"which":[109],"integrates":[110],"features":[112],"obtain":[114],"information":[117],"model.":[120],"Then,":[121],"model":[124],"parameters":[125],"were":[126],"determined":[127],"by":[128],"an":[129],"optimization":[130],"algorithm.":[131],"Finally,":[132],"online":[135],"matching":[136],"mechanism":[137],"feature":[141],"tracking":[142],"was":[143],"transitional":[147],"states":[148],"between":[149],"modals.":[150],"validation":[152],"two":[155],"examples":[156],"shows":[157],"that":[158],"can":[162],"improve":[164]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
