{"id":"https://openalex.org/W4313291220","doi":"https://doi.org/10.1109/tcyb.2022.3228303","title":"Incremental Fuzzy Clustering-Based Neural Networks Driven With the Aid of Dynamic Input Space Partition and Quasi-Fuzzy Local Models","display_name":"Incremental Fuzzy Clustering-Based Neural Networks Driven With the Aid of Dynamic Input Space Partition and Quasi-Fuzzy Local Models","publication_year":2022,"publication_date":"2022-12-29","ids":{"openalex":"https://openalex.org/W4313291220","doi":"https://doi.org/10.1109/tcyb.2022.3228303","pmid":"https://pubmed.ncbi.nlm.nih.gov/37015632"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2022.3228303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3228303","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","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/A5100685622","display_name":"Congcong Zhang","orcid":"https://orcid.org/0000-0002-7293-6284"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Congcong Zhang","raw_affiliation_strings":["School of Mathematics and Statistics, Linyi University, Linyi, China"],"raw_orcid":"https://orcid.org/0000-0002-7293-6284","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Linyi University, Linyi, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035932097","display_name":"Sung\u2010Kwun Oh","orcid":"https://orcid.org/0000-0001-6798-8955"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]},{"id":"https://openalex.org/I16764540","display_name":"University of Suwon","ror":"https://ror.org/03ysk5e42","country_code":"KR","type":"education","lineage":["https://openalex.org/I16764540"]}],"countries":["CN","KR"],"is_corresponding":false,"raw_author_name":"Sung-Kwun Oh","raw_affiliation_strings":["School of Electrical and Electronic Engineering, The University of Suwon, Hwaseong, Gyeonggi, South Korea","Research Center for Big Data and Artificial Intelligence, Linyi University, Linyi, China"],"raw_orcid":"https://orcid.org/0000-0001-6798-8955","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, The University of Suwon, Hwaseong, Gyeonggi, South Korea","institution_ids":["https://openalex.org/I16764540"]},{"raw_affiliation_string":"Research Center for Big Data and Artificial Intelligence, Linyi University, Linyi, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074686535","display_name":"Zunwei Fu","orcid":"https://orcid.org/0000-0001-9109-4142"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zunwei Fu","raw_affiliation_strings":["School of Mathematics and Statistics, Linyi University, Linyi, China"],"raw_orcid":"https://orcid.org/0000-0001-9109-4142","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Linyi University, Linyi, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003799782","display_name":"Witold Pedrycz","orcid":"https://orcid.org/0000-0002-9335-9930"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]},{"id":"https://openalex.org/I66083562","display_name":"Systems Research Institute","ror":"https://ror.org/0111cp837","country_code":"PL","type":"facility","lineage":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"id":"https://openalex.org/I99542240","display_name":"Polish Academy of Sciences","ror":"https://ror.org/01dr6c206","country_code":"PL","type":"government","lineage":["https://openalex.org/I99542240"]}],"countries":["CA","PL","SA"],"is_corresponding":false,"raw_author_name":"Witold Pedrycz","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland","Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-9335-9930","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada","institution_ids":["https://openalex.org/I154425047"]},{"raw_affiliation_string":"Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland","institution_ids":["https://openalex.org/I66083562","https://openalex.org/I99542240"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100685622"],"corresponding_institution_ids":["https://openalex.org/I15823474"],"apc_list":null,"apc_paid":null,"fwci":1.2484,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.83463035,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"54","issue":"5","first_page":"2978","last_page":"2991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9955999851226807,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9955999851226807,"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":0.9764000177383423,"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":0.9685999751091003,"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":0.5752713680267334},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5299288630485535},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4932243227958679},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.48277607560157776},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4826134145259857},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.4628526270389557},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4594377875328064},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4287985861301422},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.41438037157058716},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4112417995929718},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3706691265106201},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35293954610824585},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31791287660598755},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.2871445119380951}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5752713680267334},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5299288630485535},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4932243227958679},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.48277607560157776},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4826134145259857},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.4628526270389557},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4594377875328064},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4287985861301422},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.41438037157058716},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4112417995929718},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3706691265106201},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35293954610824585},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31791287660598755},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2871445119380951},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tcyb.2022.3228303","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2022.3228303","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:37015632","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37015632","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":"IEEE transactions on cybernetics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1937254895","display_name":null,"funder_award_id":"ZR2022QF072","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3239330214","display_name":null,"funder_award_id":"12201279","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8055059470","display_name":null,"funder_award_id":"NRF-2021R1F1A1056102","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1570448133","https://openalex.org/W1573250193","https://openalex.org/W1994672311","https://openalex.org/W2016086965","https://openalex.org/W2054942169","https://openalex.org/W2057645378","https://openalex.org/W2106504576","https://openalex.org/W2121573754","https://openalex.org/W2138383519","https://openalex.org/W2158054309","https://openalex.org/W2167383409","https://openalex.org/W2177019876","https://openalex.org/W2514029627","https://openalex.org/W2604205261","https://openalex.org/W2736488765","https://openalex.org/W2738051834","https://openalex.org/W2755940713","https://openalex.org/W2797624137","https://openalex.org/W2800872273","https://openalex.org/W2887576641","https://openalex.org/W2894714239","https://openalex.org/W2895392890","https://openalex.org/W2944521209","https://openalex.org/W2945754504","https://openalex.org/W2966786344","https://openalex.org/W2980012454","https://openalex.org/W2993201754","https://openalex.org/W2997546679","https://openalex.org/W3003566741","https://openalex.org/W3087004455","https://openalex.org/W3153103752","https://openalex.org/W3164463895","https://openalex.org/W3186481057","https://openalex.org/W4200141568","https://openalex.org/W4221117030","https://openalex.org/W4226288796","https://openalex.org/W4312258136","https://openalex.org/W6683090604"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W3009056573","https://openalex.org/W4297676672","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W4221142204"],"abstract_inverted_index":{"regularization":[0],"is":[1],"considered":[2],"to":[3,23,55],"ameliorate":[4],"the":[5,24,57,62,66,72],"deterioration":[6],"of":[7,26,61],"generalization":[8,44],"abilities":[9],"caused":[10],"by":[11],"potential":[12],"overfitting":[13],"when":[14,79],"carrying":[15],"out":[16],"weight":[17],"estimation.":[18],"The":[19],"proposed":[20],"method":[21],"leads":[22],"construction":[25],"FCNNs":[27],"in":[28],"a":[29,50],"new":[30],"way,":[31],"which":[32],"can":[33,74],"effectively":[34,80],"deal":[35],"with":[36],"incremental":[37],"data":[38],"as":[39,41],"well":[40],"deliver":[42],"sound":[43,76],"capability.":[45],"Extensive":[46],"machine-learning":[47],"datasets":[48],"and":[49,59],"real-world":[51],"application":[52],"are":[53],"employed":[54],"show":[56,70],"validity":[58],"performance":[60],"presented":[63],"methods.":[64],"From":[65],"experimental":[67],"results,":[68],"we":[69],"that":[71],"proposal":[73],"maintain":[75],"classification":[77],"accuracy":[78],"processing":[81],"sequential":[82],"data.":[83]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}
