{"id":"https://openalex.org/W4360584331","doi":"https://doi.org/10.1109/access.2023.3260251","title":"A Brand-New Simple, Fast, and Effective Residual-Based Method for Radial Basis Function Neural Networks Training","display_name":"A Brand-New Simple, Fast, and Effective Residual-Based Method for Radial Basis Function Neural Networks Training","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4360584331","doi":"https://doi.org/10.1109/access.2023.3260251"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3260251","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3260251","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10078263.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":null,"license_id":null,"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/ielx7/6287639/6514899/10078263.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064677347","display_name":"Lifei Sun","orcid":"https://orcid.org/0000-0003-1897-3559"},"institutions":[{"id":"https://openalex.org/I4210131997","display_name":"Dalian Neusoft University of Information","ror":"https://ror.org/0304ty515","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131997"]},{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lifei Sun","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, China","Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, P.R. China","School of Intelligence and Electronic Engineering, Dalian Neusoft University of Information, Dalian, Liaoning, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"School of Intelligence and Electronic Engineering, Dalian Neusoft University of Information, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I4210131997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103276902","display_name":"Sen Li","orcid":"https://orcid.org/0000-0001-6422-1089"},"institutions":[{"id":"https://openalex.org/I43313876","display_name":"Dalian Maritime University","ror":"https://ror.org/002b7nr53","country_code":"CN","type":"education","lineage":["https://openalex.org/I43313876"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sen Li","raw_affiliation_strings":["Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, China","Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, P.R. China"],"raw_orcid":"https://orcid.org/0000-0001-6422-1089","affiliations":[{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I43313876"]},{"raw_affiliation_string":"Information Science and Technology College, Dalian Maritime University, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I43313876"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041558791","display_name":"Hailong Liu","orcid":"https://orcid.org/0000-0003-4466-5680"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hailong Liu","raw_affiliation_strings":["School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, Liaoning, China","Faculty of Medicine, Liaoning Key Lab of Integrated Circuit and Biomedical Electronic System, Dalian University of Technology, Dalian, Liaoning, P.R. China","Faculty of Medicine, School of Biomedical Engineering, Dalian University of Technology, Dalian, Liaoning, P.R. China"],"raw_orcid":"https://orcid.org/0000-0003-4466-5680","affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, Faculty of Medicine, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]},{"raw_affiliation_string":"Faculty of Medicine, Liaoning Key Lab of Integrated Circuit and Biomedical Electronic System, Dalian University of Technology, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"Faculty of Medicine, School of Biomedical Engineering, Dalian University of Technology, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015235110","display_name":"Changkai Sun","orcid":"https://orcid.org/0000-0002-5010-5009"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changkai Sun","raw_affiliation_strings":["School of Artificial Intelligence, Dalian University of Technology, Dalian, Liaoning, China","School of Optoelectronic Engineering and Instrumentation Science, Dalian University of Technology, Dalian, Liaoning, China","School of Artificial Intelligence, Dalian University of Technology, Dalian, Liaoning, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-5010-5009","affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Optoelectronic Engineering and Instrumentation Science, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Artificial Intelligence, Dalian University of Technology, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032970262","display_name":"Liping Qi","orcid":"https://orcid.org/0000-0002-3109-2353"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liping Qi","raw_affiliation_strings":["School of Kinesiology and Health Promotion, Dalian University of Technology, Dalian, Liaoning, China","School of Kinesiology and Health Promotion, Dalian University of Technology, Dalian, Liaoning, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Kinesiology and Health Promotion, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Kinesiology and Health Promotion, Dalian University of Technology, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101765247","display_name":"Zhixun Su","orcid":"https://orcid.org/0000-0002-6093-8266"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhixun Su","raw_affiliation_strings":["School of Mathematical Sciences, Dalian University of Technology, Dalian, Liaoning, China","School of Mathematical Sciences, Dalian University of Technology, Dalian, Liaoning, P.R. China"],"raw_orcid":"https://orcid.org/0000-0002-6093-8266","affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Mathematical Sciences, Dalian University of Technology, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101625753","display_name":"Changsen Sun","orcid":"https://orcid.org/0000-0001-8478-0742"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]},{"id":"https://openalex.org/I4210092944","display_name":"Dalian University","ror":"https://ror.org/00g2ypp58","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210092944"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsen Sun","raw_affiliation_strings":["School of Artificial Intelligence, Dalian University of Technology, Dalian, Liaoning, China","School of Optoelectronic Engineering and Instrumentation Science, Dalian University of Technology, Dalian, Liaoning, China","School of Optoelectronic Engineering and Instrumentation Science, Dalian University of Technology, Dalian, Liaoning, P.R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Optoelectronic Engineering and Instrumentation Science, Dalian University of Technology, Dalian, Liaoning, China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]},{"raw_affiliation_string":"School of Optoelectronic Engineering and Instrumentation Science, Dalian University of Technology, Dalian, Liaoning, P.R. China","institution_ids":["https://openalex.org/I4210092944","https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5064677347"],"corresponding_institution_ids":["https://openalex.org/I4210131997","https://openalex.org/I43313876"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.337,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62882671,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"11","issue":null,"first_page":"28977","last_page":"28991"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9976000189781189,"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":0.9976000189781189,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10862","display_name":"AI in cancer detection","score":0.963100016117096,"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","display_name":"Radial basis function","score":0.7261604070663452},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.6507477760314941},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6326481699943542},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5898109674453735},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5853164196014404},{"id":"https://openalex.org/keywords/radial-basis-function-network","display_name":"Radial basis function network","score":0.5149093866348267},{"id":"https://openalex.org/keywords/basis-function","display_name":"Basis function","score":0.49853992462158203},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.41801023483276367},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.41730278730392456},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2987784147262573},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2903754711151123}],"concepts":[{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.7261604070663452},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.6507477760314941},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6326481699943542},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5898109674453735},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5853164196014404},{"id":"https://openalex.org/C132917294","wikidata":"https://www.wikidata.org/wiki/Q2679684","display_name":"Radial basis function network","level":4,"score":0.5149093866348267},{"id":"https://openalex.org/C5917680","wikidata":"https://www.wikidata.org/wiki/Q2621825","display_name":"Basis function","level":2,"score":0.49853992462158203},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.41801023483276367},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.41730278730392456},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2987784147262573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2903754711151123},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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":2,"locations":[{"id":"doi:10.1109/access.2023.3260251","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3260251","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10078263.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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f4b238be23104001bd4fa2a387fd4a29","is_oa":true,"landing_page_url":"https://doaj.org/article/f4b238be23104001bd4fa2a387fd4a29","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 11, Pp 28977-28991 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3260251","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3260251","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10078263.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":null,"license_id":null,"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/G1090474737","display_name":null,"funder_award_id":"2018AAA0100300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4360584331.pdf","grobid_xml":"https://content.openalex.org/works/W4360584331.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W397830089","https://openalex.org/W1963581687","https://openalex.org/W1963836833","https://openalex.org/W1976047713","https://openalex.org/W2010667480","https://openalex.org/W2027906683","https://openalex.org/W2040622182","https://openalex.org/W2047161049","https://openalex.org/W2055345160","https://openalex.org/W2062524566","https://openalex.org/W2063284749","https://openalex.org/W2064599931","https://openalex.org/W2092783572","https://openalex.org/W2093022009","https://openalex.org/W2094595592","https://openalex.org/W2096053111","https://openalex.org/W2113062149","https://openalex.org/W2113369461","https://openalex.org/W2126589450","https://openalex.org/W2129362211","https://openalex.org/W2129648589","https://openalex.org/W2139915467","https://openalex.org/W2140484358","https://openalex.org/W2155399784","https://openalex.org/W2160220161","https://openalex.org/W2510301586","https://openalex.org/W2534341274","https://openalex.org/W2560381229","https://openalex.org/W2576588349","https://openalex.org/W2755377915","https://openalex.org/W2765713974","https://openalex.org/W2801275319","https://openalex.org/W2997740293","https://openalex.org/W3120740533","https://openalex.org/W3135591727"],"related_works":["https://openalex.org/W2147060792","https://openalex.org/W603561220","https://openalex.org/W2020488014","https://openalex.org/W1915329794","https://openalex.org/W2046119715","https://openalex.org/W1589342126","https://openalex.org/W2110098766","https://openalex.org/W2066360887","https://openalex.org/W2154606403","https://openalex.org/W1590938344"],"abstract_inverted_index":{"The":[0,72,112,137,277],"radial":[1],"basis":[2],"function":[3],"(RBF)":[4],"neural":[5],"network":[6],"is":[7,52,144,207],"a":[8,42,81,244],"type":[9],"of":[10,27,114,139,200,216,227,243,267,293],"universal":[11],"approximator,":[12],"and":[13,25,45,59,78,85,103,123,149,168,183,197,271],"has":[14,264],"been":[15],"widely":[16],"used":[17,287],"in":[18,69,172,253,281],"various":[19],"fields.":[20],"Improving":[21],"the":[22,37,55,64,99,124,140,147,158,161,173,193,198,204,213,218,231,236,240,261,265],"training":[23,49,269],"speed":[24],"compactness":[26],"RBF":[28,47,76,106,165],"networks":[29,48,166],"are":[30],"critical":[31],"for":[32,67,109,126,274,288],"promoting":[33],"their":[34,60],"applications.":[35],"In":[36,239],"present":[38],"study,":[39],"we":[40],"propose":[41],"simple,":[43],"fast,":[44],"effective":[46],"method,":[50],"which":[51],"based":[53],"on":[54],"residual":[56],"extreme":[57],"points":[58],"neighborhoods":[61],"(thus":[62],"called":[63],"REN":[65,73,142,162,205,219,262,278],"method":[66,74],"short":[68],"this":[70,115,282],"paper).":[71],"calculates":[75],"centers":[77,94,201],"widths":[79,107],"through":[80,98],"two-level":[82],"iterative":[83],"process,":[84],"realizes":[86],"two":[87],"main":[88],"functionalities,":[89],"namely":[90],"1)":[91],"adding":[92],"multiple":[93],"within":[95],"one":[96,135],"pass":[97],"whole":[100],"data":[101,294],"set,":[102],"2)":[104],"calculating":[105],"specifically":[108],"each":[110],"center.":[111],"use":[113],"algorithm":[116,143,163,195,206,220,263,279],"does":[117],"not":[118],"need":[119],"any":[120],"parameter":[121,275],"adjustments,":[122],"models":[125],"approximation":[127,189],"or":[128,295],"classification":[129,241],"can":[130],"be":[131,286],"obtained":[132,202,234],"by":[133,203,209,235],"only":[134],"run.":[136],"performance":[138],"proposed":[141,280],"compared":[145],"with":[146,290],"classic":[148],"powerful":[150],"orthogonal":[151],"least":[152],"squares":[153],"(OLS)":[154],"algorithm.":[155,238],"By":[156],"reaching":[157],"same":[159,214],"accuracies,":[160],"trains":[164],"50":[167],"320":[169],"times":[170],"faster,":[171],"chirp":[174],"(0\u02dc50":[175],"Hz,":[176],"2":[177],"s,":[178],"1":[179],"kHz,":[180],"2001":[181],"samples)":[182,187],"two-dimensional":[184],"peaks":[185],"(2401":[186],"signal":[188],"tasks":[190,289],"respectively,":[191],"than":[192,230],"OLS":[194,237],"does,":[196],"number":[199,215],"reduced":[208],"half.":[210],"When":[211],"incorporating":[212],"centers,":[217],"achieves":[221],"accuracies":[222,254],"up":[223],"to":[224,256],"3":[225],"orders":[226],"magnitude":[228],"higher":[229],"best":[232],"results":[233],"task":[242],"real":[245],"discrete":[246],"breast":[247],"cancer":[248],"data,":[249],"both":[250],"methods":[251],"result":[252],"comparable":[255],"many":[257],"existent":[258],"methods,":[259],"but":[260],"advantages":[266],"fast":[268],"speeds":[270],"no":[272],"requirements":[273],"adjustments.":[276],"study":[283],"may":[284],"potentially":[285],"large":[291],"scale":[292],"applications":[296],"that":[297],"require":[298],"high":[299],"model":[300],"performances.":[301]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
