{"id":"https://openalex.org/W3105740820","doi":"https://doi.org/10.1155/2020/8830359","title":"Online Supervised Learning with Distributed Features over Multiagent System","display_name":"Online Supervised Learning with Distributed Features over Multiagent System","publication_year":2020,"publication_date":"2020-11-16","ids":{"openalex":"https://openalex.org/W3105740820","doi":"https://doi.org/10.1155/2020/8830359","mag":"3105740820"},"language":"en","primary_location":{"id":"doi:10.1155/2020/8830359","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8830359","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/8830359.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2020/8830359.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005482213","display_name":"Xibin An","orcid":"https://orcid.org/0000-0001-6212-4429"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xibin An","raw_affiliation_strings":["High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China"],"affiliations":[{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101567816","display_name":"Bing He","orcid":"https://orcid.org/0000-0002-2451-1142"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing He","raw_affiliation_strings":["High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China"],"affiliations":[{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018178311","display_name":"Chen Hu","orcid":"https://orcid.org/0000-0001-6587-4225"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Hu","raw_affiliation_strings":["High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China"],"affiliations":[{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5061611470","display_name":"Bingqi Liu","orcid":"https://orcid.org/0000-0003-3728-1830"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingqi Liu","raw_affiliation_strings":["High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China"],"affiliations":[{"raw_affiliation_string":"High-Tech Institute of Xi\u2019an, Xi\u2019an 710025, China","institution_ids":["https://openalex.org/I4210130660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101567816"],"corresponding_institution_ids":["https://openalex.org/I4210130660"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18134011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2020","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11347","display_name":"Neural Networks Stability and Synchronization","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12794","display_name":"Adaptive Dynamic Programming Control","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/sublinear-function","display_name":"Sublinear function","score":0.6859166026115417},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6720143556594849},{"id":"https://openalex.org/keywords/descent","display_name":"Descent (aeronautics)","score":0.6241725087165833},{"id":"https://openalex.org/keywords/gradient-descent","display_name":"Gradient descent","score":0.5297901034355164},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5252549052238464},{"id":"https://openalex.org/keywords/distributed-learning","display_name":"Distributed learning","score":0.46752405166625977},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4644816815853119},{"id":"https://openalex.org/keywords/online-learning","display_name":"Online learning","score":0.4470524191856384},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.42630037665367126},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.41769546270370483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4166167676448822},{"id":"https://openalex.org/keywords/stochastic-gradient-descent","display_name":"Stochastic gradient descent","score":0.4129481017589569},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25148773193359375},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1786688268184662},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.08648216724395752}],"concepts":[{"id":"https://openalex.org/C117160843","wikidata":"https://www.wikidata.org/wiki/Q338652","display_name":"Sublinear function","level":2,"score":0.6859166026115417},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6720143556594849},{"id":"https://openalex.org/C2776637919","wikidata":"https://www.wikidata.org/wiki/Q624380","display_name":"Descent (aeronautics)","level":2,"score":0.6241725087165833},{"id":"https://openalex.org/C153258448","wikidata":"https://www.wikidata.org/wiki/Q1199743","display_name":"Gradient descent","level":3,"score":0.5297901034355164},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5252549052238464},{"id":"https://openalex.org/C2779582901","wikidata":"https://www.wikidata.org/wiki/Q21013010","display_name":"Distributed learning","level":2,"score":0.46752405166625977},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4644816815853119},{"id":"https://openalex.org/C2986087404","wikidata":"https://www.wikidata.org/wiki/Q15946010","display_name":"Online learning","level":2,"score":0.4470524191856384},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.42630037665367126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.41769546270370483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4166167676448822},{"id":"https://openalex.org/C206688291","wikidata":"https://www.wikidata.org/wiki/Q7617819","display_name":"Stochastic gradient descent","level":3,"score":0.4129481017589569},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25148773193359375},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1786688268184662},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.08648216724395752},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1155/2020/8830359","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8830359","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/8830359.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:8830359","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2020/8830359.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:5dced9d5f04b4ef4ac6e5b9266d444d3","is_oa":true,"landing_page_url":"https://doaj.org/article/5dced9d5f04b4ef4ac6e5b9266d444d3","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2020 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2020/8830359","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2020/8830359","pdf_url":"https://downloads.hindawi.com/journals/complexity/2020/8830359.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3105740820.pdf","grobid_xml":"https://content.openalex.org/works/W3105740820.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1571416372","https://openalex.org/W1994860969","https://openalex.org/W2008183828","https://openalex.org/W2030441459","https://openalex.org/W2044212084","https://openalex.org/W2070712430","https://openalex.org/W2092620240","https://openalex.org/W2100431085","https://openalex.org/W2107568926","https://openalex.org/W2107664305","https://openalex.org/W2123705108","https://openalex.org/W2153368486","https://openalex.org/W2155356457","https://openalex.org/W2164278908","https://openalex.org/W2198421964","https://openalex.org/W2403452735","https://openalex.org/W2596683455","https://openalex.org/W2609535051","https://openalex.org/W2624130076","https://openalex.org/W2717867894","https://openalex.org/W2742134852","https://openalex.org/W2755424168","https://openalex.org/W2761385453","https://openalex.org/W2805185133","https://openalex.org/W2808678810","https://openalex.org/W2901964510","https://openalex.org/W2908334250","https://openalex.org/W2960318545","https://openalex.org/W2963598363","https://openalex.org/W2964165783","https://openalex.org/W2965537075","https://openalex.org/W2999756486","https://openalex.org/W3001346041","https://openalex.org/W3007565760","https://openalex.org/W3008058795","https://openalex.org/W3008568452","https://openalex.org/W3010123037","https://openalex.org/W3027187636","https://openalex.org/W3099909623","https://openalex.org/W3105881406","https://openalex.org/W4205987271","https://openalex.org/W4292022450","https://openalex.org/W4292363360","https://openalex.org/W4310833211","https://openalex.org/W6687629227","https://openalex.org/W6740254570"],"related_works":["https://openalex.org/W2895097035","https://openalex.org/W4206903459","https://openalex.org/W2754816816","https://openalex.org/W4366280654","https://openalex.org/W3160167280","https://openalex.org/W4362706668","https://openalex.org/W4231621013","https://openalex.org/W2015288657","https://openalex.org/W3171021120","https://openalex.org/W3008318776"],"abstract_inverted_index":{"Most":[0],"current":[1],"online":[2,20,59,143],"distributed":[3,21,57],"machine":[4,22],"learning":[5,23],"algorithms":[6],"have":[7],"been":[8],"studied":[9],"in":[10,16],"a":[11,25,56,74],"data-parallel":[12],"architecture":[13],"among":[14],"agents":[15,39],"networks.":[17],"We":[18,54],"study":[19],"from":[24],"different":[26],"perspective,":[27],"where":[28],"the":[29,32,48,70,104,109,122,125,154,157],"features":[30],"about":[31],"same":[33],"samples":[34],"are":[35,140],"observed":[36],"by":[37,133,142],"multiple":[38],"that":[40,65],"wish":[41],"to":[42,69],"collaborate":[43],"but":[44],"do":[45],"not":[46,100],"exchange":[47,102],"raw":[49],"data":[50,106,150],"with":[51,73],"each":[52,131],"other.":[53],"propose":[55],"feature":[58],"gradient":[60,144],"descent":[61,145],"algorithm":[62,98],"and":[63,128],"prove":[64],"local":[66,138,149],"solution":[67],"converges":[68],"global":[71,126],"minimizer":[72],"sublinear":[75],"rate":[76],"<a:math":[77],"xmlns:a=\"http://www.w3.org/1998/Math/MathML\"":[78],"id=\"M1\">":[79],"<a:mi":[80],"mathvariant=\"normal\">O</a:mi>":[81],"<a:mfenced":[82],"open=\"(\"":[83],"close=\")\"":[84],"separators=\"|\">":[85],"<a:mrow>":[86,88],"<a:msqrt>":[87],"<a:mn>2</a:mn>":[89],"<a:mi>T</a:mi>":[90],"</a:mrow>":[91,93],"</a:msqrt>":[92],"</a:mfenced>":[94],"</a:math>":[95],".":[96],"Our":[97],"does":[99],"require":[101],"of":[103,124,156],"primal":[105],"or":[107],"even":[108],"model":[110],"parameters":[111,139],"between":[112],"agents.":[113],"Firstly,":[114],"we":[115],"design":[116],"an":[117],"auxiliary":[118],"variable,":[119],"which":[120],"implies":[121],"information":[123],"features,":[127],"estimate":[129],"at":[130],"agent":[132],"dynamic":[134],"consensus":[135],"method.":[136],"Then,":[137],"updated":[141],"method":[146],"based":[147],"on":[148],"stream.":[151],"Simulations":[152],"illustrate":[153],"performance":[155],"proposed":[158],"algorithm.":[159]},"counts_by_year":[],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}