{"id":"https://openalex.org/W2169818402","doi":"https://doi.org/10.1109/tsp.2011.2161474","title":"Adaptive Robust Distributed Learning in Diffusion Sensor Networks","display_name":"Adaptive Robust Distributed Learning in Diffusion Sensor Networks","publication_year":2011,"publication_date":"2011-07-13","ids":{"openalex":"https://openalex.org/W2169818402","doi":"https://doi.org/10.1109/tsp.2011.2161474","mag":"2169818402"},"language":"en","primary_location":{"id":"doi:10.1109/tsp.2011.2161474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2161474","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://repository.edulll.gr/2993","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041128881","display_name":"Symeon Chouvardas","orcid":null},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Symeon Chouvardas","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Athens (NKUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Athens (NKUA), Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042922973","display_name":"Konstantinos Slavakis","orcid":"https://orcid.org/0000-0002-3370-3154"},"institutions":[{"id":"https://openalex.org/I158716096","display_name":"University of Peloponnese","ror":"https://ror.org/04d4d3c02","country_code":"GR","type":"education","lineage":["https://openalex.org/I158716096"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Slavakis","raw_affiliation_strings":["Department of Telecommunications Science and Technology, University of Peloponnese, Tripoli, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Telecommunications Science and Technology, University of Peloponnese, Tripoli, Greece","institution_ids":["https://openalex.org/I158716096"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085953846","display_name":"Sergios Theodoridis","orcid":"https://orcid.org/0000-0001-5040-161X"},"institutions":[{"id":"https://openalex.org/I200777214","display_name":"National and Kapodistrian University of Athens","ror":"https://ror.org/04gnjpq42","country_code":"GR","type":"education","lineage":["https://openalex.org/I200777214"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Sergios Theodoridis","raw_affiliation_strings":["Department of Informatics and Telecommunications, University of Athens (NKUA), Athens, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Informatics and Telecommunications, University of Athens (NKUA), Athens, Greece","institution_ids":["https://openalex.org/I200777214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041128881"],"corresponding_institution_ids":["https://openalex.org/I200777214"],"apc_list":null,"apc_paid":null,"fwci":23.8052,"has_fulltext":true,"cited_by_count":171,"citation_normalized_percentile":{"value":0.99727206,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"59","issue":"10","first_page":"4692","last_page":"4707"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9983999729156494,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9983999729156494,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9976000189781189,"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":0.9962000250816345,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.585261344909668},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5405802130699158},{"id":"https://openalex.org/keywords/monotonic-function","display_name":"Monotonic function","score":0.49465081095695496},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.48941364884376526},{"id":"https://openalex.org/keywords/convexity","display_name":"Convexity","score":0.4583238363265991},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.45548078417778015},{"id":"https://openalex.org/keywords/convex-function","display_name":"Convex function","score":0.4171847701072693},{"id":"https://openalex.org/keywords/distributed-algorithm","display_name":"Distributed algorithm","score":0.4163697063922882},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.35132870078086853},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32598596811294556},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.30274146795272827},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.14375519752502441}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.585261344909668},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5405802130699158},{"id":"https://openalex.org/C72169020","wikidata":"https://www.wikidata.org/wiki/Q194404","display_name":"Monotonic function","level":2,"score":0.49465081095695496},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.48941364884376526},{"id":"https://openalex.org/C72134830","wikidata":"https://www.wikidata.org/wiki/Q5166524","display_name":"Convexity","level":2,"score":0.4583238363265991},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.45548078417778015},{"id":"https://openalex.org/C145446738","wikidata":"https://www.wikidata.org/wiki/Q319913","display_name":"Convex function","level":3,"score":0.4171847701072693},{"id":"https://openalex.org/C130120984","wikidata":"https://www.wikidata.org/wiki/Q2835898","display_name":"Distributed algorithm","level":2,"score":0.4163697063922882},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.35132870078086853},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32598596811294556},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.30274146795272827},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.14375519752502441},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"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/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tsp.2011.2161474","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp.2011.2161474","pdf_url":null,"source":{"id":"https://openalex.org/S168680287","display_name":"IEEE Transactions on Signal Processing","issn_l":"1053-587X","issn":["1053-587X","1941-0476"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Signal Processing","raw_type":"journal-article"},{"id":"pmh:oai:repository.edulll.gr/edulll:10795/2993","is_oa":true,"landing_page_url":"http://hdl.handle.net/10795/2993","pdf_url":"http://repository.edulll.gr/2993","source":{"id":"https://openalex.org/S4306400240","display_name":"The Digital Library project by the National Documentation Center (EKT) (National Documentation Centre (Greece))","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on signal processing, VOL. 59, NO. 10, pp 4692-4707","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:repository.edulll.gr/edulll:10795/2993","is_oa":true,"landing_page_url":"http://hdl.handle.net/10795/2993","pdf_url":"http://repository.edulll.gr/2993","source":{"id":"https://openalex.org/S4306400240","display_name":"The Digital Library project by the National Documentation Center (EKT) (National Documentation Centre (Greece))","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Transactions on signal processing, VOL. 59, NO. 10, pp 4692-4707","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17","score":0.5299999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2169818402.pdf","grobid_xml":"https://content.openalex.org/works/W2169818402.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W21435260","https://openalex.org/W1483315118","https://openalex.org/W1538882755","https://openalex.org/W1547069917","https://openalex.org/W1550107969","https://openalex.org/W1583497301","https://openalex.org/W1973855420","https://openalex.org/W1992205989","https://openalex.org/W2005778669","https://openalex.org/W2019079169","https://openalex.org/W2054692776","https://openalex.org/W2068400585","https://openalex.org/W2097380742","https://openalex.org/W2099282834","https://openalex.org/W2108970807","https://openalex.org/W2111395440","https://openalex.org/W2115908389","https://openalex.org/W2117412539","https://openalex.org/W2118776392","https://openalex.org/W2120985577","https://openalex.org/W2121820607","https://openalex.org/W2123183226","https://openalex.org/W2124432683","https://openalex.org/W2130403046","https://openalex.org/W2130442323","https://openalex.org/W2130469840","https://openalex.org/W2131247345","https://openalex.org/W2144655069","https://openalex.org/W2145574455","https://openalex.org/W2150164940","https://openalex.org/W2153966940","https://openalex.org/W2156415659","https://openalex.org/W2746360986","https://openalex.org/W4205806204","https://openalex.org/W4237964482","https://openalex.org/W4243330440","https://openalex.org/W4253214256","https://openalex.org/W6628861300","https://openalex.org/W6678562581"],"related_works":["https://openalex.org/W4389849086","https://openalex.org/W4281957576","https://openalex.org/W2164621095","https://openalex.org/W1545461878","https://openalex.org/W2952133296","https://openalex.org/W3130449832","https://openalex.org/W3120050151","https://openalex.org/W2096962213","https://openalex.org/W4254682493","https://openalex.org/W2012850368"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"the":[3,19,48,51,59,63,67,72,97,115,132,140,143,147,150],"problem":[4],"of":[5,50,71,134,142,149],"adaptive":[6,166],"distributed":[7,167],"learning":[8],"in":[9,96,139],"diffusion":[10],"networks":[11],"is":[12,76,81,103,109],"considered.":[13],"The":[14,38],"algorithms":[15,117,160],"are":[16,27,155],"developed":[17,164],"within":[18],"convex":[20,36],"set":[21],"theoretic":[22],"framework.":[23],"More":[24],"specifically,":[25],"they":[26],"based":[28],"on":[29],"computationally":[30],"simple":[31],"geometric":[32],"projections":[33],"onto":[34],"closed":[35],"sets.":[37],"paper":[39],"suggests":[40],"a":[41,54,106],"novel":[42],"combine-project-adapt":[43],"protocol":[44,55],"for":[45,165],"cooperation":[46],"among":[47],"nodes":[49,73],"network;":[52],"such":[53],"fits":[56],"naturally":[57],"with":[58,129],"philosophy":[60],"that":[61,69,102,161],"underlies":[62],"projection-based":[64],"rationale.":[65],"Moreover,":[66],"possibility":[68],"some":[70,112],"may":[74],"fail":[75],"also":[77],"considered":[78],"and":[79,126],"it":[80],"addressed":[82],"by":[83],"employing":[84],"robust":[85],"statistics":[86],"loss":[87,90,107],"functions.":[88],"Such":[89],"functions":[91],"can":[92],"easily":[93],"be":[94],"accommodated":[95],"adopted":[98],"algorithmic":[99,152],"framework;":[100],"all":[101],"required":[104],"from":[105],"function":[108],"convexity.":[110],"Under":[111],"mild":[113],"assumptions,":[114],"proposed":[116,151],"enjoy":[118],"monotonicity,":[119],"asymptotic":[120,122],"optimality,":[121],"consensus,":[123],"strong":[124],"convergence":[125],"linear":[127],"complexity":[128],"respect":[130],"to":[131,157],"number":[133],"unknown":[135],"parameters.":[136],"Finally,":[137],"experiments":[138],"context":[141],"system-identification":[144],"task":[145],"verify":[146],"validity":[148],"schemes,":[153],"which":[154],"compared":[156],"other":[158],"recent":[159],"have":[162],"been":[163],"learning.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":20},{"year":2014,"cited_by_count":26},{"year":2013,"cited_by_count":24},{"year":2012,"cited_by_count":18}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
