{"id":"https://openalex.org/W4226256665","doi":"https://doi.org/10.3103/s0146411621080319","title":"Application of Ensembles of Neural Networks Trained on Unbalanced Samples for Analyzing Statuses of IoT Devices","display_name":"Application of Ensembles of Neural Networks Trained on Unbalanced Samples for Analyzing Statuses of IoT Devices","publication_year":2021,"publication_date":"2021-12-01","ids":{"openalex":"https://openalex.org/W4226256665","doi":"https://doi.org/10.3103/s0146411621080319"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411621080319","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411621080319","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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/A5086540751","display_name":"Mikhail Sukhoparov","orcid":"https://orcid.org/0000-0003-1798-8257"},"institutions":[{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]},{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"funder","lineage":["https://openalex.org/I1313323035"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"M. E. Sukhoparov","raw_affiliation_strings":["St. Petersburg Federal Research Center of the Russian Academy of Sciences, 199178, St. Petersburg, Russia","St. Petersburg Federal Research Center of the Russian Academy of Sciences, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences, 199178, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]},{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054535288","display_name":"Ilya Lebedev","orcid":"https://orcid.org/0000-0001-6753-2181"},"institutions":[{"id":"https://openalex.org/I1313323035","display_name":"Russian Academy of Sciences","ror":"https://ror.org/05qrfxd25","country_code":"RU","type":"funder","lineage":["https://openalex.org/I1313323035"]},{"id":"https://openalex.org/I4210144352","display_name":"State Research Center of the Russian Federation","ror":"https://ror.org/04qpssw85","country_code":"RU","type":"facility","lineage":["https://openalex.org/I4210144352"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"I. S. Lebedev","raw_affiliation_strings":["St. Petersburg Federal Research Center of the Russian Academy of Sciences, 199178, St. Petersburg, Russia","St. Petersburg Federal Research Center of the Russian Academy of Sciences, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences, 199178, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]},{"raw_affiliation_string":"St. Petersburg Federal Research Center of the Russian Academy of Sciences, St. Petersburg, Russia","institution_ids":["https://openalex.org/I4210144352","https://openalex.org/I1313323035"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086540751"],"corresponding_institution_ids":["https://openalex.org/I1313323035","https://openalex.org/I4210144352"],"apc_list":null,"apc_paid":null,"fwci":0.1373,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49428376,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"55","issue":"8","first_page":"1136","last_page":"1141"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14470","display_name":"Advanced Data Processing Techniques","score":0.9944000244140625,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9944000244140625,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.987500011920929,"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/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.885866105556488},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6809824109077454},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6548716425895691},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.5866775512695312},{"id":"https://openalex.org/keywords/majority-rule","display_name":"Majority rule","score":0.5847867131233215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5843114852905273},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5581150650978088},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.528310239315033},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.49884772300720215},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.4481394588947296},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.41040223836898804},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3698703646659851},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.0661102831363678},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.0525699257850647}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.885866105556488},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6809824109077454},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6548716425895691},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.5866775512695312},{"id":"https://openalex.org/C153668964","wikidata":"https://www.wikidata.org/wiki/Q27636","display_name":"Majority rule","level":2,"score":0.5847867131233215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5843114852905273},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5581150650978088},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.528310239315033},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.49884772300720215},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.4481394588947296},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.41040223836898804},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3698703646659851},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0661102831363678},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0525699257850647},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411621080319","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s0146411621080319","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1921293667","https://openalex.org/W2064442816","https://openalex.org/W2124775089","https://openalex.org/W2146241755","https://openalex.org/W2158059015","https://openalex.org/W2519426700","https://openalex.org/W2921575086","https://openalex.org/W2922078760","https://openalex.org/W2970592855","https://openalex.org/W2970787446","https://openalex.org/W2972599774","https://openalex.org/W2991545412","https://openalex.org/W3158934125","https://openalex.org/W4232478844","https://openalex.org/W6907710144"],"related_works":["https://openalex.org/W1981866886","https://openalex.org/W2052615004","https://openalex.org/W1845209238","https://openalex.org/W2046975922","https://openalex.org/W3121841074","https://openalex.org/W4361733484","https://openalex.org/W2905430408","https://openalex.org/W2375074607","https://openalex.org/W2915435096","https://openalex.org/W206413454"],"abstract_inverted_index":{"This":[0],"article":[1],"considers":[2],"an":[3,20],"approach":[4],"to":[5],"identifying":[6],"abnormal":[7],"situations":[8],"in":[9],"network":[10],"segments":[11],"of":[12,15,19,22,31,38,41,46],"the":[13,36,79],"Internet":[14],"Things":[16],"by":[17,53],"means":[18],"ensemble":[21,45],"classifiers.":[23],"Classification":[24],"algorithms":[25,47],"are":[26,70],"adjusted":[27],"for":[28,74],"different":[29],"kinds":[30],"events":[32],"and":[33,77],"anomalies":[34],"with":[35,62],"help":[37],"training":[39],"samples":[40],"various":[42],"compositions.":[43],"An":[44,56],"allows":[48],"obtaining":[49],"more":[50],"accurate":[51],"results":[52,69],"collective":[54],"voting.":[55],"experiment":[57],"using":[58,78],"three":[59],"neural":[60],"networks":[61],"equal":[63],"architectures":[64],"is":[65],"described.":[66],"The":[67],"estimation":[68],"obtained":[71],"both":[72],"separately":[73],"each":[75],"classifier":[76],"ensemble.":[80]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
