{"id":"https://openalex.org/W1749607352","doi":null,"title":"Radial Basis Function Network Training Using a Fuzzy Clustering Scheme.","display_name":"Radial Basis Function Network Training Using a Fuzzy Clustering Scheme.","publication_year":1994,"publication_date":"1994-02-01","ids":{"openalex":"https://openalex.org/W1749607352","mag":"1749607352"},"language":"en","primary_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:79628","doi":null,"is_oa":true,"landing_page_url":"http://eprints.whiterose.ac.uk/79628/1/acse%20research%20report%20505.pdf","pdf_url":"http://eprints.whiterose.ac.uk/79628/1/acse%20research%20report%20505.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Monograph"},"volume":null,"type":"book","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://eprints.whiterose.ac.uk/79628/1/acse%20research%20report%20505.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103368983","display_name":"Gengfeng Zheng","orcid":"https://orcid.org/0009-0007-4877-0521","observed_orcids":["https://orcid.org/0009-0007-4877-0521"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G.L. Zheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5105466125","display_name":"Stephen A. Billings","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S.A. Billings","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4581,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6816609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9535999894142151,"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":0.9535999894142151,"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":0.034299999475479126,"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/T12676","display_name":"Machine Learning and ELM","score":0.004800000227987766,"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/radial-basis-function-neural-network","display_name":"radial basis function neural network","score":0.9990000128746033},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"fuzzy clustering","score":0.9509999752044678},{"id":"https://openalex.org/keywords/network-training","display_name":"network training","score":0.6309999823570251},{"id":"https://openalex.org/keywords/k-means-clustering","display_name":"K-means clustering","score":0.6859999895095825},{"id":"https://openalex.org/keywords/local-minima","display_name":"local minima","score":0.7450000047683716},{"id":"https://openalex.org/keywords/sensitivity-to-initial-conditions","display_name":"sensitivity to initial conditions","score":0.8889999985694885}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7821011543273926},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.6524773836135864},{"id":"https://openalex.org/C132917294","wikidata":"https://www.wikidata.org/wiki/Q2679684","display_name":"Radial basis function network","level":4,"score":0.6349943280220032},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.6280893087387085},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.6274809837341309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5828149914741516},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5162394046783447},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4910440444946289},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4808379113674164},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46976587176322937},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.43820497393608093},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.4215318560600281},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4016474783420563},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40048715472221375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36923688650131226},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31467318534851074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09335029125213623},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:eprints.whiterose.ac.uk:79628","doi":null,"is_oa":true,"landing_page_url":"http://eprints.whiterose.ac.uk/79628/1/acse%20research%20report%20505.pdf","pdf_url":"http://eprints.whiterose.ac.uk/79628/1/acse%20research%20report%20505.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Monograph"},{"id":"pmh:hdl:10068/593046","doi":null,"is_oa":false,"landing_page_url":"http://hdl.handle.net/10068/593046","pdf_url":null,"source":{"id":"https://openalex.org/S4377196900","display_name":"OpenGrey (Institut de l'Information Scientifique et Technique)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1295345811","host_organization_name":"Institut de l'Information Scientifique et Technique","host_organization_lineage":["https://openalex.org/I1295345811"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"R - Report"},{"id":"mag:1749607352","doi":null,"is_oa":false,"landing_page_url":"https://eprints.whiterose.ac.uk/79628/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:eprints.whiterose.ac.uk:79628","doi":null,"is_oa":true,"landing_page_url":"http://eprints.whiterose.ac.uk/79628/1/acse%20research%20report%20505.pdf","pdf_url":"http://eprints.whiterose.ac.uk/79628/1/acse%20research%20report%20505.pdf","source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Monograph"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1749607352.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2124952699","https://openalex.org/W1997687727","https://openalex.org/W2158426375","https://openalex.org/W2542565303","https://openalex.org/W2015219393","https://openalex.org/W2147461252","https://openalex.org/W2364023904","https://openalex.org/W1971229738","https://openalex.org/W7099368537","https://openalex.org/W2144899899"],"abstract_inverted_index":{"Training":[0],"algorithms":[1],"for":[2,14,23],"radial":[3,85],"basis":[4,86],"function":[5,87],"(RBF)":[6],"networks":[7],"usually":[8],"consist":[9],"of":[10,115],"an":[11],"unsupervised":[12],"procedure":[13],"finding":[15],"the":[16,25,36,41,55,73,84,94,113,116],"centres":[17,88],"and":[18,58,65,99,105],"a":[19,66,76,90],"supervised":[20],"learning":[21],"algorithm":[22],"udating":[24],"connection":[26],"weights.":[27],"Good":[28],"netwiork":[29],"performance":[30],"will":[31],"often":[32,49],"be":[33,52],"dependant":[34],"on":[35],"RBF":[37],"centre":[38],"locations":[39],"but":[40],"K-means":[42],"clustering":[43,78,118],"or":[44],"related":[45],"methods":[46],"which":[47,92],"are":[48,109],"used,":[50],"can":[51,60],"sensitive":[53],"to":[54,82,96,111],"initial":[56,97],"conditions":[57,98],"this":[59],"result":[61],"in":[62,68,89],"local":[63],"minima":[64],"deterioration":[67],"overall":[69,101],"network":[70,102],"performance.":[71,103],"In":[72],"present":[74],"study,":[75],"fuzzy":[77,117],"scheme":[79],"is":[80],"implemented":[81],"locate":[83],"manner":[91],"overcomes":[93],"sensitivity":[95],"improves":[100],"Artificial":[104],"practical":[106],"data":[107],"sets":[108],"used":[110],"demonstrate":[112],"properties":[114],"scheme.":[119]},"counts_by_year":[],"updated_date":"2026-09-22T06:50:58.402377","created_date":"2016-06-24T00:00:00"}
