{"id":"https://openalex.org/W2999972761","doi":"https://doi.org/10.1109/tcyb.2019.2958616","title":"Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth","display_name":"Game-Theoretic Learning for Sensor Reliability Evaluation Without Knowledge of the Ground Truth","publication_year":2020,"publication_date":"2020-01-07","ids":{"openalex":"https://openalex.org/W2999972761","doi":"https://doi.org/10.1109/tcyb.2019.2958616","mag":"2999972761","pmid":"https://pubmed.ncbi.nlm.nih.gov/31905159"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2019.2958616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2958616","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10481/72499","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032770006","display_name":"Anis Yazidi","orcid":"https://orcid.org/0000-0001-7591-1659"},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]}],"countries":["NO"],"is_corresponding":true,"raw_author_name":"Anis Yazidi","raw_affiliation_strings":["Oslo Metropolitan University, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Oslo Metropolitan University, Oslo, Norway","institution_ids":["https://openalex.org/I184531372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001144517","display_name":"Hugo L. Hammer","orcid":"https://orcid.org/0000-0001-9429-7148"},"institutions":[{"id":"https://openalex.org/I184531372","display_name":"OsloMet \u2013 Oslo Metropolitan University","ror":"https://ror.org/04q12yn84","country_code":"NO","type":"education","lineage":["https://openalex.org/I184531372"]}],"countries":["NO"],"is_corresponding":false,"raw_author_name":"Hugo L. Hammer","raw_affiliation_strings":["Oslo Metropolitan University, Oslo, Norway"],"affiliations":[{"raw_affiliation_string":"Oslo Metropolitan University, Oslo, Norway","institution_ids":["https://openalex.org/I184531372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090121708","display_name":"Konstantin Samouylov","orcid":"https://orcid.org/0000-0002-6368-9680"},"institutions":[{"id":"https://openalex.org/I126527374","display_name":"Peoples' Friendship University of Russia","ror":"https://ror.org/02dn9h927","country_code":"RU","type":"education","lineage":["https://openalex.org/I126527374"]},{"id":"https://openalex.org/I4210092286","display_name":"Institute of Informatics Problems","ror":"https://ror.org/00n8bqs64","country_code":"RU","type":"facility","lineage":["https://openalex.org/I1313323035","https://openalex.org/I4210092286","https://openalex.org/I4210097085"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Konstantin Samouylov","raw_affiliation_strings":["Institute of Informatics Problems, Federal Research Center \u201cComputer Science and Control\u201d of the Russian Academy of Sciences, Moscow, Russia","Peoples\u2019 Friendship University of Russia (RUDN University), Moscow, Russia","Institute of Informatics Problems, Federal Research Center \"Computer Science and Control\" of the Russian Academy of Sciences, Moscow, Russia","Peoples' Friendship University of Russia (RUDN University), Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"Institute of Informatics Problems, Federal Research Center \u201cComputer Science and Control\u201d of the Russian Academy of Sciences, Moscow, Russia","institution_ids":["https://openalex.org/I4210092286"]},{"raw_affiliation_string":"Peoples\u2019 Friendship University of Russia (RUDN University), Moscow, Russia","institution_ids":["https://openalex.org/I126527374"]},{"raw_affiliation_string":"Institute of Informatics Problems, Federal Research Center \"Computer Science and Control\" of the Russian Academy of Sciences, Moscow, Russia","institution_ids":["https://openalex.org/I4210092286"]},{"raw_affiliation_string":"Peoples' Friendship University of Russia (RUDN University), Moscow, Russia","institution_ids":["https://openalex.org/I126527374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076657750","display_name":"Enrique Herrera\u2010Viedma","orcid":"https://orcid.org/0000-0002-7922-4984"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]},{"id":"https://openalex.org/I4210095677","display_name":"Instituto Andaluz de Ciencias de la Tierra","ror":"https://ror.org/00v0g9w49","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210095677"]},{"id":"https://openalex.org/I185163786","display_name":"King Abdulaziz University","ror":"https://ror.org/02ma4wv74","country_code":"SA","type":"education","lineage":["https://openalex.org/I185163786"]}],"countries":["ES","SA"],"is_corresponding":false,"raw_author_name":"Enrique Enrique Herrera-Viedma","raw_affiliation_strings":["Andalusian Research Institute in Data Science and Computational Intelligence, University of Granada, Granada, Spain","Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia"],"affiliations":[{"raw_affiliation_string":"Andalusian Research Institute in Data Science and Computational Intelligence, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I4210095677","https://openalex.org/I173304897"]},{"raw_affiliation_string":"Faculty of Engineering, King Abdulaziz University, Jeddah, Saudi Arabia","institution_ids":["https://openalex.org/I185163786"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5032770006"],"corresponding_institution_ids":["https://openalex.org/I184531372"],"apc_list":null,"apc_paid":null,"fwci":0.5935,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.65471516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"51","issue":"12","first_page":"5706","last_page":"5716"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9861000180244446,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9814000129699707,"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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.9695000052452087,"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/ground-truth","display_name":"Ground truth","score":0.7373388409614563},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.635472297668457},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.535637378692627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42335045337677},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.08749762177467346}],"concepts":[{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.7373388409614563},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.635472297668457},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.535637378692627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42335045337677},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08749762177467346},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D005716","descriptor_name":"Game Theory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005716","descriptor_name":"Game Theory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005716","descriptor_name":"Game Theory","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007858","descriptor_name":"Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1109/tcyb.2019.2958616","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2019.2958616","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:31905159","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31905159","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":null},{"id":"pmh:oai:digibug.ugr.es:10481/72499","is_oa":true,"landing_page_url":"http://hdl.handle.net/10481/72499","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:oda.hioa.no:10642/8150","is_oa":true,"landing_page_url":"https://hdl.handle.net/10642/8150","pdf_url":null,"source":{"id":"https://openalex.org/S4306402480","display_name":"Open Digital Archive (ODA) (Oslo Metropolitan University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I184531372","host_organization_name":"OsloMet \u2013 Oslo Metropolitan University","host_organization_lineage":["https://openalex.org/I184531372"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2168-2267","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:digibug.ugr.es:10481/72499","is_oa":true,"landing_page_url":"http://hdl.handle.net/10481/72499","pdf_url":null,"source":{"id":"https://openalex.org/S4306400567","display_name":"Institutional Repository of the University of Granada (University of Granada)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173304897","host_organization_name":"Universidad de Granada","host_organization_lineage":["https://openalex.org/I173304897"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.5299999713897705,"display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G6898653562","display_name":null,"funder_award_id":"5-100","funder_id":"https://openalex.org/F4320329913","funder_display_name":"RUDN University"},{"id":"https://openalex.org/G8321913867","display_name":null,"funder_award_id":"TIN2016-75850-P","funder_id":"https://openalex.org/F4320335322","funder_display_name":"European Regional Development Fund"}],"funders":[{"id":"https://openalex.org/F4320329913","display_name":"RUDN University","ror":"https://ror.org/02dn9h927"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W901288969","https://openalex.org/W1482515757","https://openalex.org/W1516020365","https://openalex.org/W1538558539","https://openalex.org/W1544513657","https://openalex.org/W1574638321","https://openalex.org/W1964796204","https://openalex.org/W1977037109","https://openalex.org/W1978258815","https://openalex.org/W1987812214","https://openalex.org/W1997737572","https://openalex.org/W2017334681","https://openalex.org/W2033076457","https://openalex.org/W2033708485","https://openalex.org/W2072256588","https://openalex.org/W2093851253","https://openalex.org/W2101641738","https://openalex.org/W2103155126","https://openalex.org/W2108540055","https://openalex.org/W2109371280","https://openalex.org/W2114463407","https://openalex.org/W2122166615","https://openalex.org/W2126040588","https://openalex.org/W2129354550","https://openalex.org/W2130463867","https://openalex.org/W2131658761","https://openalex.org/W2131736385","https://openalex.org/W2138041254","https://openalex.org/W2144590269","https://openalex.org/W2144739522","https://openalex.org/W2152005431","https://openalex.org/W2153935912","https://openalex.org/W2157321916","https://openalex.org/W2169194711","https://openalex.org/W2292822555","https://openalex.org/W2342831764","https://openalex.org/W2484797342","https://openalex.org/W2513000216","https://openalex.org/W2518937691","https://openalex.org/W2563210919","https://openalex.org/W2596678650","https://openalex.org/W2603428934","https://openalex.org/W2605775468","https://openalex.org/W2613033953","https://openalex.org/W2624941835","https://openalex.org/W2680969515","https://openalex.org/W2748166927","https://openalex.org/W2750705927","https://openalex.org/W2779374146","https://openalex.org/W2783251003","https://openalex.org/W4251708881"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4295532600","https://openalex.org/W4396701345","https://openalex.org/W2063823869","https://openalex.org/W2376932109"],"abstract_inverted_index":{"Sensor":[0],"fusion":[1,24],"has":[2,19],"attracted":[3],"a":[4,15,36,56,80,87,100,129,132],"lot":[5],"of":[6,27,90,103,123,134,142,160],"research":[7,17],"attention":[8],"during":[9],"the":[10,28,40,47,65,91,104,119,124,140,158],"few":[11],"last":[12],"years.":[13],"Recently,":[14],"new":[16],"direction":[18],"emerged":[20],"dealing":[21],"with":[22,168],"sensor":[23],"without":[25],"knowledge":[26],"ground":[29],"truth.":[30],"In":[31,44],"this":[32,52],"article,":[33],"we":[34,54,84,107],"present":[35,55],"novel":[37],"solution":[38,57,130,162],"to":[39,46,51,99,138,166],"latter":[41],"pertinent":[42],"problem.":[43],"contrast":[45],"first":[48],"reported":[49],"solutions":[50],"problem,":[53],"that":[58,86,112,114,170],"does":[59],"not":[60],"involve":[61],"any":[62],"assumption":[63],"on":[64],"group":[66],"average":[67],"reliability":[68],"which":[69],"makes":[70],"our":[71,161],"results":[72,111,156],"more":[73],"general":[74],"than":[75],"previous":[76],"works.":[77,175],"We":[78,126],"devise":[79],"strategic":[81],"game":[82],"where":[83],"show":[85,157],"perfect":[88],"partitioning":[89],"sensors":[92],"into":[93],"reliable":[94,148],"and":[95,163],"unreliable":[96],"groups":[97],"corresponds":[98],"Nash":[101,121],"equilibrium":[102],"game.":[105,125],"Furthermore,":[106],"give":[108],"sound":[109],"theoretical":[110],"prove":[113],"those":[115],"equilibria":[116,122],"are":[117,171],"indeed":[118],"unique":[120],"then":[127],"propose":[128],"involving":[131],"team":[133],"learning":[135],"automata":[136],"(LA)":[137],"unveil":[139],"identity":[141],"each":[143],"sensor,":[144],"whether":[145],"it":[146],"is":[147],"or":[149],"unreliable,":[150],"using":[151],"game-theoretic":[152],"learning.":[153],"The":[154],"experimental":[155],"accuracy":[159],"its":[164],"ability":[165],"deal":[167],"settings":[169],"unsolvable":[172],"by":[173],"legacy":[174]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}