{"id":"https://openalex.org/W2954596488","doi":"https://doi.org/10.3233/jifs-179279","title":"RBNN application and simulation in big data set classification","display_name":"RBNN application and simulation in big data set classification","publication_year":2019,"publication_date":"2019-06-27","ids":{"openalex":"https://openalex.org/W2954596488","doi":"https://doi.org/10.3233/jifs-179279","mag":"2954596488"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179279","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179279","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-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/A5100710663","display_name":"Qin Zhang","orcid":"https://orcid.org/0000-0002-1485-1557"},"institutions":[{"id":"https://openalex.org/I4210165883","display_name":"Xinxiang University","ror":"https://ror.org/05qvskn85","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165883"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qin Zhang","raw_affiliation_strings":["School of Mathematics and Information Science, Xinxiang University, Xinxiang, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Information Science, Xinxiang University, Xinxiang, China","institution_ids":["https://openalex.org/I4210165883"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108106170","display_name":"Fred Wilson","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165883","display_name":"Xinxiang University","ror":"https://ror.org/05qvskn85","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210165883"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fred Wilson","raw_affiliation_strings":["School of Mathematics and Information Science, Xinxiang University, Xinxiang, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Information Science, Xinxiang University, Xinxiang, China","institution_ids":["https://openalex.org/I4210165883"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100710663"],"corresponding_institution_ids":["https://openalex.org/I4210165883"],"apc_list":null,"apc_paid":null,"fwci":0.7142,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.74900444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"37","issue":"4","first_page":"4467","last_page":"4475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757831573486328},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.6369756460189819},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6152738928794861},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6126315593719482},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5941700339317322},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5844029784202576},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5435251593589783},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5416141152381897},{"id":"https://openalex.org/keywords/text-categorization","display_name":"Text categorization","score":0.5409156084060669},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.49780845642089844},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4972989857196808},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.49494045972824097},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4720519483089447},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.45331716537475586},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.43833622336387634},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.43799838423728943},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.42922961711883545},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4257866144180298},{"id":"https://openalex.org/keywords/radial-basis-function-network","display_name":"Radial basis function network","score":0.4113394618034363},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38893985748291016},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1727156937122345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757831573486328},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.6369756460189819},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6152738928794861},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6126315593719482},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5941700339317322},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5844029784202576},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5435251593589783},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5416141152381897},{"id":"https://openalex.org/C2986744138","wikidata":"https://www.wikidata.org/wiki/Q302088","display_name":"Text categorization","level":3,"score":0.5409156084060669},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.49780845642089844},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4972989857196808},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.49494045972824097},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4720519483089447},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.45331716537475586},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43833622336387634},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.43799838423728943},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.42922961711883545},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4257866144180298},{"id":"https://openalex.org/C132917294","wikidata":"https://www.wikidata.org/wiki/Q2679684","display_name":"Radial basis function network","level":4,"score":0.4113394618034363},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38893985748291016},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1727156937122345},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179279","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179279","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1981121910","https://openalex.org/W1987368543","https://openalex.org/W2018566847","https://openalex.org/W2059943316","https://openalex.org/W2102613973","https://openalex.org/W2129787081","https://openalex.org/W2344440634","https://openalex.org/W2345155423","https://openalex.org/W2500751094","https://openalex.org/W2516969599","https://openalex.org/W2521200981","https://openalex.org/W2521962736","https://openalex.org/W2735059945","https://openalex.org/W2766694763","https://openalex.org/W2800323872","https://openalex.org/W2807436399","https://openalex.org/W4387634167"],"related_works":["https://openalex.org/W2369517460","https://openalex.org/W2162824463","https://openalex.org/W2389382860","https://openalex.org/W2039590859","https://openalex.org/W2360898036","https://openalex.org/W2375828317","https://openalex.org/W3138260068","https://openalex.org/W1854252110","https://openalex.org/W2134173565","https://openalex.org/W2184043162"],"abstract_inverted_index":{"Text":[0],"classification":[1,70,131,174],"technology,":[2],"an":[3,51],"important":[4,52],"basis":[5,113,118,149,154],"for":[6,186],"text":[7,17,22,32,43,99],"mining":[8],"and":[9,78,84,87,121,157,169],"information":[10],"retrieval,":[11],"is":[12],"mainly":[13],"to":[14,20,37,95,98],"determine":[15],"the":[16,21,39,56,68,74,85,104,107,111,116,122,126,130,136,140,147,152,158,162,166,173,179,187],"category":[18],"according":[19],"content":[23],"under":[24],"a":[25],"predetermined":[26],"set":[27],"of":[28,58,106,110,125,143,146,161,172,181,189],"categories.":[29],"Traditional":[30],"manual":[31],"categorization":[33,44],"has":[34,49],"gradually":[35],"failed":[36],"meet":[38],"needs,":[40],"while":[41],"automatic":[42],"based":[45],"on":[46,129,165],"artificial":[47],"intelligence":[48],"become":[50],"research":[53],"direction":[54],"in":[55,115,151,178,191],"field":[57],"natural":[59],"language":[60],"processing.":[61],"To":[62],"this":[63,65],"end,":[64],"paper":[66],"introduced":[67],"RBNN-based":[69],"algorithm":[71],"by":[72],"considering":[73],"high":[75],"dimensionality,":[76],"non-linearity":[77],"complex":[79],"correlation":[80],"between":[81],"feature":[82,100],"items,":[83],"theoretical":[86],"feasibility":[88],"analysis":[89],"were":[90,133,176],"carried":[91],"out":[92],"so":[93],"as":[94],"apply":[96],"it":[97],"dimension":[101],"reduction.":[102],"Also,":[103],"effects":[105],"distribution":[108,144],"density":[109,145],"radial":[112,117,148,153],"function":[114,150],"neural":[119,155],"network":[120,156],"normalized":[123,159],"form":[124,160,180],"input":[127,163],"data":[128,164],"results":[132],"studied.":[134],"Through":[135],"computer":[137],"simulation":[138],"experiment,":[139],"influence":[141],"rule":[142],"training":[167],"precision":[168],"test":[170],"accuracy":[171],"process":[175],"demonstrated":[177],"curves,":[182],"which":[183],"provides":[184],"guidance":[185],"application":[188],"RBNN":[190],"pattern":[192],"recognition.":[193]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}