{"id":"https://openalex.org/W3036339304","doi":"https://doi.org/10.1109/access.2020.3003720","title":"A Divide-and-Cooperate Machine Learning Model-Based RBF With Its VC Dimension Analysis","display_name":"A Divide-and-Cooperate Machine Learning Model-Based RBF With Its VC Dimension Analysis","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3036339304","doi":"https://doi.org/10.1109/access.2020.3003720","mag":"3036339304"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3003720","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3003720","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121280.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121280.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5069421017","display_name":"Rongbo Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I190242452","display_name":"Guangdong Pharmaceutical University","ror":"https://ror.org/02vg7mz57","country_code":"CN","type":"education","lineage":["https://openalex.org/I190242452"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongbo Huang","raw_affiliation_strings":["College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou, China","institution_ids":["https://openalex.org/I190242452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030649120","display_name":"Jianwei Dong","orcid":"https://orcid.org/0000-0002-0547-2870"},"institutions":[{"id":"https://openalex.org/I190242452","display_name":"Guangdong Pharmaceutical University","ror":"https://ror.org/02vg7mz57","country_code":"CN","type":"education","lineage":["https://openalex.org/I190242452"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianwei Dong","raw_affiliation_strings":["College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou, China","institution_ids":["https://openalex.org/I190242452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100552666","display_name":"Guo Suixun","orcid":null},"institutions":[{"id":"https://openalex.org/I190242452","display_name":"Guangdong Pharmaceutical University","ror":"https://ror.org/02vg7mz57","country_code":"CN","type":"education","lineage":["https://openalex.org/I190242452"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Suixun Guo","raw_affiliation_strings":["College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medical Information Engineering, Guangdong Pharmaceutical University, Guangzhou, China","institution_ids":["https://openalex.org/I190242452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001203708","display_name":"Yanmei Chen","orcid":"https://orcid.org/0000-0001-6064-2564"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]},{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yanmei Chen","raw_affiliation_strings":["Department of Mathematics, North Carolina State University, Raleigh, USA","School of Mathematics and Systems Science, Guangdong Polytechnic Normal University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-6064-2564","affiliations":[{"raw_affiliation_string":"Department of Mathematics, North Carolina State University, Raleigh, USA","institution_ids":["https://openalex.org/I137902535"]},{"raw_affiliation_string":"School of Mathematics and Systems Science, Guangdong Polytechnic Normal University, Guangzhou, China","institution_ids":["https://openalex.org/I4210122543"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1354,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.54543284,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"8","issue":null,"first_page":"113414","last_page":"113418"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9711999893188477,"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":0.9711999893188477,"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":0.9648000001907349,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.9269999861717224,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/radial-basis-function","display_name":"Radial basis function","score":0.8863643407821655},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.7056118845939636},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6808659434318542},{"id":"https://openalex.org/keywords/hierarchical-rbf","display_name":"Hierarchical RBF","score":0.6362120509147644},{"id":"https://openalex.org/keywords/radial-basis-function-network","display_name":"Radial basis function network","score":0.6076242923736572},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.5297425985336304},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.49124783277511597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4693129062652588},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.36477935314178467},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34163057804107666},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.209991455078125}],"concepts":[{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.8863643407821655},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.7056118845939636},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6808659434318542},{"id":"https://openalex.org/C182016430","wikidata":"https://www.wikidata.org/wiki/Q17029399","display_name":"Hierarchical RBF","level":4,"score":0.6362120509147644},{"id":"https://openalex.org/C132917294","wikidata":"https://www.wikidata.org/wiki/Q2679684","display_name":"Radial basis function network","level":4,"score":0.6076242923736572},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.5297425985336304},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.49124783277511597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4693129062652588},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.36477935314178467},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34163057804107666},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.209991455078125},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3003720","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3003720","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121280.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:91ae641892964596ba1be2628b58c338","is_oa":true,"landing_page_url":"https://doaj.org/article/91ae641892964596ba1be2628b58c338","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 113414-113418 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3003720","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3003720","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09121280.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6875534308","display_name":null,"funder_award_id":"11801097","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7943752217","display_name":"\u7cbe\u795e\u75c5\u7fa4\u4f53\u836f\u4ee3\u52a8\u529b\u5b66\u7684\u6570\u5b66\u6a21\u578b\u7814\u7a76","funder_award_id":"10926191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3036339304.pdf","grobid_xml":"https://content.openalex.org/works/W3036339304.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W92982764","https://openalex.org/W1491542051","https://openalex.org/W2113442785","https://openalex.org/W2143924917","https://openalex.org/W2739345445","https://openalex.org/W2786141192","https://openalex.org/W2787225861","https://openalex.org/W2791694051","https://openalex.org/W2794298852","https://openalex.org/W2810292802","https://openalex.org/W2894746818","https://openalex.org/W2911986144","https://openalex.org/W2918199868","https://openalex.org/W2920898887","https://openalex.org/W2921203591","https://openalex.org/W2938406589","https://openalex.org/W2941743586","https://openalex.org/W2969246053","https://openalex.org/W2978166210","https://openalex.org/W2996896741","https://openalex.org/W3005344053","https://openalex.org/W3010675254","https://openalex.org/W3014157620","https://openalex.org/W3102941209","https://openalex.org/W3203090815","https://openalex.org/W4253893150","https://openalex.org/W6749872597"],"related_works":["https://openalex.org/W2020488014","https://openalex.org/W2352505169","https://openalex.org/W1572661297","https://openalex.org/W2374946871","https://openalex.org/W2024184249","https://openalex.org/W2294862180","https://openalex.org/W1969044629","https://openalex.org/W157952102","https://openalex.org/W2591826122","https://openalex.org/W1549106865"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"a":[3],"Divide-and-Cooperate":[4],"Machine":[5],"Learning":[6],"Model":[7],"(DCML)":[8],"based":[9],"Radial":[10,62],"Basis":[11,63],"Function":[12,64],"Network":[13,65],"(RBF)":[14],"is":[15,19,36,57],"constructed.":[16],"This":[17],"DCML":[18,35,49,74],"composed":[20],"of":[21,34,39,45,48],"several":[22],"sub-RBF":[23,40],"networks":[24],"that":[25,53,72],"take":[26],"some":[27],"variables":[28],"as":[29],"their":[30],"inputs.":[31],"The":[32,43,67],"output":[33],"the":[37,73],"sum":[38],"networks'":[41],"outputs.":[42],"analysis":[44],"VC":[46],"dimension":[47],"shows":[50],"in":[51],"theory":[52],"its":[54],"structural":[55],"complexity":[56],"less":[58],"than":[59],"conventional":[60,76],"Extended":[61],"(ENRBF).":[66],"experimental":[68],"results":[69],"have":[70],"verified":[71],"outperforms":[75],"ENRBF.":[77]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
