{"id":"https://openalex.org/W2138636618","doi":"https://doi.org/10.1142/s0129065712003067","title":"A NOVEL EFFICIENT LEARNING ALGORITHM FOR SELF-GENERATING FUZZY NEURAL NETWORK WITH APPLICATIONS","display_name":"A NOVEL EFFICIENT LEARNING ALGORITHM FOR SELF-GENERATING FUZZY NEURAL NETWORK WITH APPLICATIONS","publication_year":2012,"publication_date":"2012-01-18","ids":{"openalex":"https://openalex.org/W2138636618","doi":"https://doi.org/10.1142/s0129065712003067","mag":"2138636618","pmid":"https://pubmed.ncbi.nlm.nih.gov/22262522"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065712003067","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065712003067","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100371024","display_name":"Fan Liu","orcid":"https://orcid.org/0000-0001-8746-9845"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":true,"raw_author_name":"FAN LIU","raw_affiliation_strings":["School of EEE, Nanyang Technological University, Singapore, 639798, Singapore","School of EEE, Nanyang Technological University, Singapore. 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of EEE, Nanyang Technological University, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of EEE, Nanyang Technological University, Singapore. 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035486559","display_name":"Meng Joo Er","orcid":"https://orcid.org/0000-0003-4597-7088"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"MENG JOO ER","raw_affiliation_strings":["School of EEE, Nanyang Technological University, Singapore, 639798, Singapore","School of EEE, Nanyang Technological University, Singapore. 639798, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of EEE, Nanyang Technological University, Singapore, 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"School of EEE, Nanyang Technological University, Singapore. 639798, Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100371024"],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":13.7029,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.98891227,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"22","issue":"01","first_page":"21","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994999766349792,"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/T10320","display_name":"Neural Networks and Applications","score":0.9961000084877014,"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9794999957084656,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6949241161346436},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.6212326288223267},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.5282040238380432},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5139285922050476},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.49693945050239563},{"id":"https://openalex.org/keywords/pruning","display_name":"Pruning","score":0.4752625823020935},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.44589662551879883},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4426727294921875},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.38346949219703674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2975142002105713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6949241161346436},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.6212326288223267},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.5282040238380432},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5139285922050476},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.49693945050239563},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.4752625823020935},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.44589662551879883},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4426727294921875},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.38346949219703674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2975142002105713},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D001794","descriptor_name":"Blood Pressure","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016503","descriptor_name":"Drug Delivery Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016503","descriptor_name":"Drug Delivery Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016503","descriptor_name":"Drug Delivery Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1142/s0129065712003067","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065712003067","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:22262522","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22262522","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null},{"id":"pmh:oai:dr.ntu.edu.sg:10356/96812","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/96812","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W1553483187","https://openalex.org/W1576064560","https://openalex.org/W1965198822","https://openalex.org/W1979295888","https://openalex.org/W1984049995","https://openalex.org/W2006094552","https://openalex.org/W2019207321","https://openalex.org/W2021027816","https://openalex.org/W2022062543","https://openalex.org/W2024360601","https://openalex.org/W2024450772","https://openalex.org/W2046738003","https://openalex.org/W2050127080","https://openalex.org/W2062706881","https://openalex.org/W2066082689","https://openalex.org/W2078094465","https://openalex.org/W2087822830","https://openalex.org/W2093460543","https://openalex.org/W2099244771","https://openalex.org/W2099788790","https://openalex.org/W2102412154","https://openalex.org/W2106504576","https://openalex.org/W2106920121","https://openalex.org/W2107424704","https://openalex.org/W2110775809","https://openalex.org/W2114865067","https://openalex.org/W2115937354","https://openalex.org/W2116119284","https://openalex.org/W2122592549","https://openalex.org/W2131246644","https://openalex.org/W2132011749","https://openalex.org/W2132127582","https://openalex.org/W2134961275","https://openalex.org/W2140957936","https://openalex.org/W2155399784","https://openalex.org/W2157096981","https://openalex.org/W2158054309","https://openalex.org/W2165729498","https://openalex.org/W2169934749","https://openalex.org/W2170081201","https://openalex.org/W2170191307","https://openalex.org/W2171533361","https://openalex.org/W2278454089","https://openalex.org/W2282226788","https://openalex.org/W3120740533","https://openalex.org/W4210925605","https://openalex.org/W4252095604"],"related_works":["https://openalex.org/W2609187215","https://openalex.org/W3207109968","https://openalex.org/W2022209554","https://openalex.org/W1496490105","https://openalex.org/W2133615482","https://openalex.org/W81519025","https://openalex.org/W1826040410","https://openalex.org/W129092644","https://openalex.org/W2114438081","https://openalex.org/W1980652001"],"abstract_inverted_index":{"In":[0,139],"this":[1,141],"paper,":[2],"a":[3,27,44,68,91,125,178],"novel":[4],"efficient":[5,38],"learning":[6,56],"algorithm":[7,34,57,75],"towards":[8],"self-generating":[9],"fuzzy":[10,30,45],"neural":[11,46],"network":[12,47],"(SGFNN)":[13],"is":[14,23,35,40,76,88],"proposed":[15,33,60,137,157,166],"based":[16,154],"on":[17,155],"ellipsoidal":[18],"basis":[19],"function":[20,98],"(EBF)":[21],"and":[22,37,39,51,100,109,117,147,173],"functionally":[24],"equivalent":[25],"to":[26,42,78,104],"Takagi-Sugeno-Kang":[28],"(TSK)":[29],"system.":[31],"The":[32,54,71,86],"simple":[36],"able":[41],"generate":[43],"with":[48,67,120,129],"high":[49,130],"accuracy":[50],"compact":[52,127],"structure.":[53],"structure":[55],"of":[58,64,83,94,164],"the":[59,80,84,136,156,162,165,170],"SGFNN":[61,87],"combines":[62],"criteria":[63],"fuzzy-rule":[65],"generation":[66],"pruning":[69],"technology.":[70],"Kalman":[72],"filter":[73],"(KF)":[74],"used":[77],"adjust":[79],"consequent":[81],"parameters":[82],"SGFNN.":[85,158],"employed":[89],"in":[90],"wide":[92],"range":[93],"applications":[95],"ranging":[96],"from":[97],"approximation":[99],"nonlinear":[101],"system":[102,153],"identification":[103],"chaotic":[105],"time-series":[106],"prediction":[107,113],"problem":[108],"real-world":[110],"fuel":[111],"consumption":[112],"problem.":[114],"Simulation":[115,159],"results":[116],"comparative":[118],"studies":[119],"other":[121],"algorithms":[122],"demonstrate":[123],"that":[124],"more":[126],"architecture":[128],"performance":[131],"can":[132],"be":[133],"obtained":[134],"by":[135],"algorithm.":[138],"particular,":[140],"paper":[142],"presents":[143],"an":[144],"adaptive":[145],"modeling":[146],"control":[148],"scheme":[149],"for":[150,168],"drug":[151],"delivery":[152],"study":[160],"demonstrates":[161],"ability":[163],"approach":[167],"estimating":[169],"drug's":[171],"effect":[172],"regulating":[174],"blood":[175],"pressure":[176],"at":[177],"prescribed":[179],"level.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":10},{"year":2013,"cited_by_count":18},{"year":2012,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}