{"id":"https://openalex.org/W4280626024","doi":"https://doi.org/10.3233/jifs-213461","title":"Improving self-organizing recursive fuzzy neural network\u2019s performance with Boston matrix","display_name":"Improving self-organizing recursive fuzzy neural network\u2019s performance with Boston matrix","publication_year":2022,"publication_date":"2022-05-10","ids":{"openalex":"https://openalex.org/W4280626024","doi":"https://doi.org/10.3233/jifs-213461"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-213461","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-213461","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/A5082476673","display_name":"Shuaishuai Yang","orcid":"https://orcid.org/0000-0003-1084-7611"},"institutions":[{"id":"https://openalex.org/I166846921","display_name":"Liaoning Shihua University","ror":"https://ror.org/00k6c4h29","country_code":"CN","type":"education","lineage":["https://openalex.org/I166846921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuaishuai Yang","raw_affiliation_strings":["School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China","institution_ids":["https://openalex.org/I166846921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068701347","display_name":"Qiumei Cong","orcid":"https://orcid.org/0000-0003-1907-474X"},"institutions":[{"id":"https://openalex.org/I166846921","display_name":"Liaoning Shihua University","ror":"https://ror.org/00k6c4h29","country_code":"CN","type":"education","lineage":["https://openalex.org/I166846921"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qiumei Cong","raw_affiliation_strings":["School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China","institution_ids":["https://openalex.org/I166846921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008201587","display_name":"Wen Yu","orcid":"https://orcid.org/0000-0002-9540-7924"},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Wen Yu","raw_affiliation_strings":["Departamento de Control Automatico, CINVESTAV-IPN, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Departamento de Control Automatico, CINVESTAV-IPN, Mexico City, Mexico","institution_ids":["https://openalex.org/I68368234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083577000","display_name":"Jian Yang","orcid":"https://orcid.org/0000-0002-7329-4738"},"institutions":[{"id":"https://openalex.org/I166846921","display_name":"Liaoning Shihua University","ror":"https://ror.org/00k6c4h29","country_code":"CN","type":"education","lineage":["https://openalex.org/I166846921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Yang","raw_affiliation_strings":["School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China","institution_ids":["https://openalex.org/I166846921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102912505","display_name":"Jian Song","orcid":"https://orcid.org/0009-0004-8736-1673"},"institutions":[{"id":"https://openalex.org/I166846921","display_name":"Liaoning Shihua University","ror":"https://ror.org/00k6c4h29","country_code":"CN","type":"education","lineage":["https://openalex.org/I166846921"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Song","raw_affiliation_strings":["School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Control Engineering, Liaoning Petrochemical University, Fushun, China","institution_ids":["https://openalex.org/I166846921"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5068701347"],"corresponding_institution_ids":["https://openalex.org/I166846921"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.04411134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"43","issue":"3","first_page":"3239","last_page":"3249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9991999864578247,"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":0.9991999864578247,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9986000061035156,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.9900000095367432,"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":0.7126899361610413},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6611908674240112},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5351603627204895},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4952618181705475},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.49282577633857727},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.4723471403121948},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4323360323905945},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.42732834815979004},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.42437541484832764},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4194514751434326},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3583737015724182}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7126899361610413},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6611908674240112},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5351603627204895},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4952618181705475},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.49282577633857727},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.4723471403121948},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4323360323905945},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.42732834815979004},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.42437541484832764},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4194514751434326},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3583737015724182},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"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:10.3233/jifs-213461","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-213461","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1902150074","https://openalex.org/W1965198822","https://openalex.org/W1971824518","https://openalex.org/W1975772939","https://openalex.org/W1981368269","https://openalex.org/W1988146751","https://openalex.org/W2002193345","https://openalex.org/W2021347076","https://openalex.org/W2029740847","https://openalex.org/W2037537409","https://openalex.org/W2044100505","https://openalex.org/W2060346113","https://openalex.org/W2087822830","https://openalex.org/W2110371102","https://openalex.org/W2114865067","https://openalex.org/W2114966857","https://openalex.org/W2122592549","https://openalex.org/W2132093718","https://openalex.org/W2140208274","https://openalex.org/W2152623177","https://openalex.org/W2162635690","https://openalex.org/W2969993933","https://openalex.org/W3115397912","https://openalex.org/W3196676433"],"related_works":["https://openalex.org/W2386387936","https://openalex.org/W3107474891","https://openalex.org/W2381812156","https://openalex.org/W2374927173","https://openalex.org/W2375484015","https://openalex.org/W2337746918","https://openalex.org/W2365810621","https://openalex.org/W2476683972","https://openalex.org/W1612975409","https://openalex.org/W2473307295"],"abstract_inverted_index":{"Aiming":[0],"at":[1,184,188],"the":[2,21,29,32,36,47,65,76,87,95,98,106,113,116,119,130,138,141,146,153,159,163,178,192,195],"problem":[3,30],"that":[4,31,177],"fuzzy":[5],"neural":[6,120],"network":[7],"(FNN)":[8],"is":[9,19,41,51,69,109,125],"difficult":[10],"to":[11,85,94,111,127],"be":[12],"adjusted":[13,42],"automatically":[14],"its":[15],"structure":[16,48],"when":[17,46,129],"there":[18],"no":[20],"threshold":[22,88],"of":[23,35,39,49,59,89,100,115,118,140,148,156,194],"loss":[24,90],"function,":[25],"as":[26,28],"well":[27],"neuron":[33,142],"number":[34,155],"regularization":[37],"layer":[38,161],"FNN":[40,50,62],"by":[43,182],"self-organizing":[44,60,74,104,174],"algorithm":[45],"not":[52,83],"stable":[53],"yet,":[54],"a":[55],"structural":[56],"design":[57],"strategy":[58],"recursive":[61],"based":[63],"on":[64],"Boston":[66],"matrix":[67],"(SORFNN-BOSTON)":[68],"proposed.":[70],"Compared":[71],"with":[72,172],"other":[73,173],"algorithms,":[75,105],"method":[77],"used":[78,110,126],"in":[79,102,158],"this":[80],"paper":[81],"does":[82],"need":[84],"set":[86],"function.":[91],"In":[92],"addition":[93],"indicators":[96],"representing":[97],"importance":[99],"neurons":[101,157],"most":[103,185],"change":[107,114,123],"rate":[108,124],"represent":[112],"parameters":[117,132],"network.":[121],"The":[122],"determine":[128],"relevant":[131],"are":[133,166],"stable,":[134],"which":[135,190],"further":[136],"improves":[137],"reliability":[139],"adjustment":[143],"process.":[144],"Through":[145],"simulation":[147],"predicting":[149],"Mackey-Glass":[150],"time":[151],"sequence,":[152],"final":[154],"hidden":[160],"and":[162,168,186],"testing":[164,179],"error":[165,180],"6":[167],"0.110":[169],"respectively.":[170],"Comparisons":[171],"algorithms":[175],"show":[176],"decreased":[181],"76.6%":[183],"13.3%":[187],"least,":[189],"proves":[191],"practicability":[193],"method.":[196]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
