{"id":"https://openalex.org/W2780640153","doi":"https://doi.org/10.3233/jifs-171947","title":"Dynamic structural neural network","display_name":"Dynamic structural neural network","publication_year":2018,"publication_date":"2018-02-27","ids":{"openalex":"https://openalex.org/W2780640153","doi":"https://doi.org/10.3233/jifs-171947","mag":"2780640153"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-171947","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-171947","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","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/A5049623820","display_name":"Cu Nguyen Giap","orcid":"https://orcid.org/0000-0002-2189-0036"},"institutions":[{"id":"https://openalex.org/I4210109591","display_name":"Thuongmai University","ror":"https://ror.org/021s58p89","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210109591"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Cu Nguyen Giap","raw_affiliation_strings":["Faculty of Management Information System and E-Commerce, Thuong Mai University, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management Information System and E-Commerce, Thuong Mai University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210109591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008082871","display_name":"L\u00ea Ho\u00e0ng S\u01a1n","orcid":"https://orcid.org/0000-0001-6356-0046"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]},{"id":"https://openalex.org/I177233841","display_name":"Vietnam National University, Hanoi","ror":"https://ror.org/02jmfj006","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841"]},{"id":"https://openalex.org/I67868205","display_name":"VNU University of Science","ror":"https://ror.org/05w54hk79","country_code":"VN","type":"education","lineage":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Le Hoang Son","raw_affiliation_strings":["Institute of Research and Development, Duy Tan University, Danang, Vietnam","VNU University of Science, Vietnam National University, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Danang, Vietnam","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"VNU University of Science, Vietnam National University, Vietnam","institution_ids":["https://openalex.org/I177233841","https://openalex.org/I67868205"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001443974","display_name":"Francisco Chiclana","orcid":"https://orcid.org/0000-0002-3952-4210"},"institutions":[{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Francisco Chiclana","raw_affiliation_strings":["Centre for Computational Intelligence, School of Computer Science and Informatics, Faculty of Technology, De Montfort University, Leicester, UK","E-mail:"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Computational Intelligence, School of Computer Science and Informatics, Faculty of Technology, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]},{"raw_affiliation_string":"E-mail:","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008082871"],"corresponding_institution_ids":["https://openalex.org/I170238339","https://openalex.org/I177233841","https://openalex.org/I67868205"],"apc_list":null,"apc_paid":null,"fwci":9.4054,"has_fulltext":false,"cited_by_count":54,"citation_normalized_percentile":{"value":0.98271467,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"34","issue":"4","first_page":"2479","last_page":"2490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9939000010490417,"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/T10320","display_name":"Neural Networks and Applications","score":0.9939000010490417,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9498000144958496,"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"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9258000254631042,"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/computer-science","display_name":"Computer science","score":0.7566181421279907},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6911483407020569},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6384023427963257},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5723537802696228},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5370463728904724},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5087392926216125},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48328664898872375},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.4440152049064636},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.4225788712501526},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3715894818305969},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20538178086280823},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.13468286395072937}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7566181421279907},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6911483407020569},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6384023427963257},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5723537802696228},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5370463728904724},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5087392926216125},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48328664898872375},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.4440152049064636},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.4225788712501526},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3715894818305969},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20538178086280823},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.13468286395072937},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/jifs-171947","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-171947","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:www.dora.dmu.ac.uk:2086/15018","is_oa":false,"landing_page_url":"http://hdl.handle.net/2086/15018","pdf_url":null,"source":{"id":"https://openalex.org/S4306400394","display_name":"DMU Open Research Archive (De Montfort University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66943878","host_organization_name":"De Montfort University","host_organization_lineage":["https://openalex.org/I66943878"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W22040386","https://openalex.org/W949575934","https://openalex.org/W1510527127","https://openalex.org/W1570448133","https://openalex.org/W1987766452","https://openalex.org/W2001385964","https://openalex.org/W2002016471","https://openalex.org/W2031939820","https://openalex.org/W2032655680","https://openalex.org/W2035064075","https://openalex.org/W2039113556","https://openalex.org/W2042111178","https://openalex.org/W2043039095","https://openalex.org/W2045262085","https://openalex.org/W2060900973","https://openalex.org/W2108914830","https://openalex.org/W2137687977","https://openalex.org/W2155071086","https://openalex.org/W2157005085","https://openalex.org/W2263289545","https://openalex.org/W2295038166","https://openalex.org/W2299550941","https://openalex.org/W2319954399","https://openalex.org/W2385286146","https://openalex.org/W2511492103","https://openalex.org/W2577255746","https://openalex.org/W2582139224","https://openalex.org/W2591194352","https://openalex.org/W2591382403","https://openalex.org/W2613699083","https://openalex.org/W2620481664","https://openalex.org/W2620947159","https://openalex.org/W2624457417","https://openalex.org/W2754472824","https://openalex.org/W3023430131","https://openalex.org/W3124582058","https://openalex.org/W4239196604"],"related_works":["https://openalex.org/W4234874385","https://openalex.org/W4321844043","https://openalex.org/W3196155444","https://openalex.org/W328659180","https://openalex.org/W3210156800","https://openalex.org/W4390062853","https://openalex.org/W4297883248","https://openalex.org/W3209574120","https://openalex.org/W4255830763","https://openalex.org/W4286799911"],"abstract_inverted_index":{"Artificial":[0],"neural":[1],"network":[2],"(ANN)":[3],"has":[4,177],"been":[5],"well":[6,221],"applied":[7],"in":[8,84,101,105],"pattern":[9],"recognition,":[10],"classification":[11],"and":[12,167,172,194,211],"machine":[13],"learning":[14,34,213,232,240],"thanks":[15],"to":[16,64,138],"its":[17,212],"high":[18],"performance.":[19],"Most":[20],"ANNs":[21,67,238],"are":[22,30,52,90,205,216],"designed":[23],"by":[24,36,128],"a":[25,33,45,77,115,122,150,185,208,219],"static":[26],"structure":[27,180],"whose":[28],"weights":[29,49],"trained":[31],"during":[32,239],"process":[35,233],"supervised":[37],"or":[38,94,141],"unsupervised":[39],"methods.":[40],"These":[41],"training":[42,71],"methods":[43],"require":[44],"set":[46],"of":[47,60,79,114,130,181,199,237],"initial":[48,58],"values,":[50],"which":[51,163],"normally":[53],"randomly":[54],"generated,":[55],"with":[56,74,207],"different":[57,65],"sets":[59],"weight":[61],"values":[62],"leading":[63],"convergent":[66],"for":[68,155,230],"the":[69,85,102,112,160,178,189,200,235],"same":[70],"set.":[72],"Dealing":[73],"these":[75],"drawbacks,":[76],"trend":[78],"dynamic":[80,152,179,202],"ANN":[81,154,176,204],"was":[82],"invoked":[83],"past":[86],"year.":[87],"However,":[88],"they":[89],"either":[91],"too":[92],"complex":[93],"far":[95],"from":[96],"practical":[97],"applications":[98],"such":[99],"as":[100,119,184],"pathology":[103,123,209],"predictor":[104],"binary":[106],"multi-input":[107],"multi-output":[108],"(MIMO)":[109],"problems,":[110],"when":[111],"role":[113],"symptom":[116],"is":[117,126],"considered":[118],"an":[120],"agent,":[121],"predictor\u2019s":[124],"outcome":[125],"formed":[127],"action":[129],"active":[131],"agents":[132],"while":[133],"other":[134],"agents\u2019":[135],"activities":[136],"seem":[137],"be":[139],"ignored":[140],"have":[142],"mirror":[143],"effects.":[144],"In":[145],"this":[146],"paper,":[147],"we":[148],"propose":[149],"new":[151,175,201],"structural":[153,203,231],"MIMO":[156],"problems":[157],"based":[158],"on":[159,218],"dependency":[161],"graph,":[162],"gives":[164],"clear":[165],"cause":[166],"result":[168,225],"relationships":[169],"between":[170,191],"inputs":[171],"outputs.":[173],"The":[174,197,224],"hidden":[182,193],"layer":[183],"directed":[186],"graph":[187],"showing":[188],"relation":[190],"input,":[192],"output":[195],"nodes.":[196],"properties":[198],"experienced":[206],"problem":[210],"methods\u2019":[214],"performances":[215],"compared":[217],"real":[220],"known":[222],"dataset.":[223],"shows":[226],"that":[227],"both":[228],"approaches":[229],"improve":[234],"quality":[236],"iteration.":[241]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":19},{"year":2018,"cited_by_count":10}],"updated_date":"2026-08-12T21:12:35.861297","created_date":"2025-10-10T00:00:00"}
