{"id":"https://openalex.org/W2137100855","doi":"https://doi.org/10.1109/icsmc.2004.1401144","title":"Efficient function approximation using an online self regulating clustering algorithm","display_name":"Efficient function approximation using an online self regulating clustering algorithm","publication_year":2005,"publication_date":"2005-03-31","ids":{"openalex":"https://openalex.org/W2137100855","doi":"https://doi.org/10.1109/icsmc.2004.1401144","mag":"2137100855"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2004.1401144","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1401144","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583)","raw_type":"proceedings-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/A5064173300","display_name":"Jiun-Kai Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jiun-Kai Wang","raw_affiliation_strings":["Electrical and Computer Engineering, National Cheng Kung University, Taiwan, R.O.C","Electr. & Comput. Eng., Nat. Cheng Kung Univ., Chung-li, Taiwan"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, National Cheng Kung University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Electr. & Comput. Eng., Nat. Cheng Kung Univ., Chung-li, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103560177","display_name":"Jeen-shing Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jeen-shing Wang","raw_affiliation_strings":["Electrical and Computer Engineering, National Cheng Kung University, Taiwan, R.O.C","Electr. & Comput. Eng., Nat. Cheng Kung Univ., Chung-li, Taiwan"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, National Cheng Kung University, Taiwan, R.O.C","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Electr. & Comput. Eng., Nat. Cheng Kung Univ., Chung-li, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064173300"],"corresponding_institution_ids":["https://openalex.org/I91807558"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1465565,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":null,"first_page":"5935","last_page":"5940"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","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/T10320","display_name":"Neural Networks and Applications","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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9894000291824341,"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":0.9376000165939331,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7608001232147217},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.7074733972549438},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6711450219154358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6681371927261353},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.6408529281616211},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5714695453643799},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.5709477066993713},{"id":"https://openalex.org/keywords/approximation-algorithm","display_name":"Approximation algorithm","score":0.5496757626533508},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.514435350894928},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.5099054574966431},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5089383125305176},{"id":"https://openalex.org/keywords/radial-basis-function-network","display_name":"Radial basis function network","score":0.4691661298274994},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.413492888212204},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3649945855140686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30705133080482483},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24582615494728088},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.16770368814468384}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7608001232147217},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.7074733972549438},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6711450219154358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6681371927261353},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.6408529281616211},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5714695453643799},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.5709477066993713},{"id":"https://openalex.org/C148764684","wikidata":"https://www.wikidata.org/wiki/Q621751","display_name":"Approximation algorithm","level":2,"score":0.5496757626533508},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.514435350894928},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.5099054574966431},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5089383125305176},{"id":"https://openalex.org/C132917294","wikidata":"https://www.wikidata.org/wiki/Q2679684","display_name":"Radial basis function network","level":4,"score":0.4691661298274994},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.413492888212204},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3649945855140686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30705133080482483},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24582615494728088},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.16770368814468384},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2004.1401144","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2004.1401144","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2004 IEEE International Conference on Systems, Man and Cybernetics (IEEE Cat. No.04CH37583)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1987801991","https://openalex.org/W1996747841","https://openalex.org/W2094510831","https://openalex.org/W2095973690","https://openalex.org/W2100714230","https://openalex.org/W2111527217","https://openalex.org/W2113174146","https://openalex.org/W2142899655","https://openalex.org/W2151849698","https://openalex.org/W2154374700","https://openalex.org/W3176049587","https://openalex.org/W6647172677"],"related_works":["https://openalex.org/W2147060792","https://openalex.org/W1589342126","https://openalex.org/W2020488014","https://openalex.org/W2046119715","https://openalex.org/W2154606403","https://openalex.org/W2110098766","https://openalex.org/W2066360887","https://openalex.org/W2152907901","https://openalex.org/W1590938344","https://openalex.org/W2986247818"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"an":[3],"online":[4,27],"self-regulating":[5],"clustering":[6],"algorithm":[7],"(SRCA)":[8],"to":[9,41,67,108],"construct":[10],"parsimonious":[11],"radial":[12],"basis":[13],"function":[14,18,118],"networks":[15],"(RBFN)":[16],"for":[17,60,117],"approximation":[19,53,119],"applications.":[20],"Growing,":[21],"merging":[22],"and":[23,93,99,112],"splitting":[24],"mechanisms":[25,37],"with":[26,73,89,101],"operation":[28],"capability":[29],"are":[30],"integrated":[31],"into":[32],"the":[33,39,52,70,84,110,115],"proposed":[34,66],"SRCA.":[35],"These":[36],"enable":[38],"SRCA":[40,85,116],"identify":[42],"a":[43,48,57,90],"suitable":[44],"cluster":[45,61],"configuration":[46],"without":[47],"priori":[49],"knowledge":[50],"regarding":[51],"problems.":[54,120],"In":[55],"addition,":[56],"novel":[58],"idea":[59],"boundary":[62],"estimation":[63],"has":[64],"been":[65,106],"effectively":[68],"maintain":[69],"resultant":[71],"clusters":[72],"compact":[74],"hyper-elliptic-shaped":[75],"boundaries.":[76],"Computer":[77],"simulations":[78],"show":[79],"that":[80],"RBFN":[81],"constructed":[82],"by":[83],"can":[86],"approximate":[87],"functions":[88],"high":[91],"accuracy":[92],"fast":[94],"learning":[95],"convergence.":[96],"Benchmark":[97],"examples":[98],"comparisons":[100],"some":[102],"existing":[103],"approaches":[104],"have":[105],"conducted":[107],"validate":[109],"effectiveness":[111],"feasibility":[113],"of":[114]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
