{"id":"https://openalex.org/W1996598681","doi":"https://doi.org/10.1109/ijcnn.2013.6707031","title":"Incremental anomaly identification by adapted SVM method","display_name":"Incremental anomaly identification by adapted SVM method","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W1996598681","doi":"https://doi.org/10.1109/ijcnn.2013.6707031","mag":"1996598681"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2013.6707031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6707031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5068086212","display_name":"Mikhail Suvorov","orcid":null},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Mikhail Suvorov","raw_affiliation_strings":["Lancaster University, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013421545","display_name":"Sergey Ivliev","orcid":"https://orcid.org/0000-0002-2860-2711"},"institutions":[{"id":"https://openalex.org/I177537411","display_name":"Bauman Moscow State Technical University","ror":"https://ror.org/00pb8h375","country_code":"RU","type":"education","lineage":["https://openalex.org/I177537411"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Sergey Ivliev","raw_affiliation_strings":["State Technical University, Moscow, Russia"],"affiliations":[{"raw_affiliation_string":"State Technical University, Moscow, Russia","institution_ids":["https://openalex.org/I177537411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046761666","display_name":"Garik Markarian","orcid":"https://orcid.org/0000-0002-2390-610X"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Garegin Markarian","raw_affiliation_strings":["Lancaster University, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081316070","display_name":"Denis Kolev","orcid":null},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Denis Kolev","raw_affiliation_strings":["Lancaster University, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042038650","display_name":"Dmitry Zvikhachevskiy","orcid":null},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dmitry Zvikhachevskiy","raw_affiliation_strings":["Lancaster University, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039480864","display_name":"Plamen Angelov","orcid":"https://orcid.org/0000-0002-5770-934X"},"institutions":[{"id":"https://openalex.org/I67415387","display_name":"Lancaster University","ror":"https://ror.org/04f2nsd36","country_code":"GB","type":"education","lineage":["https://openalex.org/I67415387"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Plamen Angelov","raw_affiliation_strings":["Lancaster University, UK"],"affiliations":[{"raw_affiliation_string":"Lancaster University, UK","institution_ids":["https://openalex.org/I67415387"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5068086212"],"corresponding_institution_ids":["https://openalex.org/I67415387"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07148233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"3627","issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9998999834060669,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/support-vector-machine","display_name":"Support vector machine","score":0.6925345659255981},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6847512722015381},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.66291344165802},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.5875731706619263},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5129146575927734},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.45319804549217224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40801483392715454},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.37169772386550903}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6925345659255981},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6847512722015381},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.66291344165802},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5875731706619263},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5129146575927734},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.45319804549217224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40801483392715454},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37169772386550903},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2013.6707031","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6707031","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:70263","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/70263/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Contribution in Book/Report/Proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320324087","display_name":"Bauman Moscow State Technical University","ror":"https://ror.org/00pb8h375"},{"id":"https://openalex.org/F4320329591","display_name":"Lomonosov Moscow State University","ror":"https://ror.org/010pmpe69"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1498351444","https://openalex.org/W1541777999","https://openalex.org/W1978036225","https://openalex.org/W2065218635","https://openalex.org/W2103872474","https://openalex.org/W2123737232","https://openalex.org/W2132870739","https://openalex.org/W2155398148","https://openalex.org/W2171253128","https://openalex.org/W2402009339","https://openalex.org/W2534230712","https://openalex.org/W4250859275","https://openalex.org/W6728647050"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"In":[0,84],"our":[1,130],"work":[2],"we":[3],"used":[4],"the":[5,27,57,60,79,114,125,140,154,168,172],"capability":[6],"of":[7,44,62,73,124,171],"one-class":[8,18,142],"support":[9],"vector":[10],"machine":[11],"(SVM)":[12],"method":[13,101],"to":[14,48,86],"develop":[15],"a":[16,71,93],"novel":[17],"classification":[19],"approach.":[20,119],"Algorithm":[21],"is":[22,97,113],"designed":[23],"and":[24,55,105],"tested":[25,148],"within":[26],"project":[28,46],"SVETLANA":[29],"aimed":[30],"for":[31,53,78],"fault":[32],"detection":[33],"in":[34,134,167],"complex":[35],"technological":[36],"systems,":[37],"such":[38],"as":[39,116,158,160],"aircraft.":[40],"The":[41,99,109,120,162],"main":[42],"objective":[43],"this":[45],"was":[47],"create":[49],"an":[50,63,117],"algorithm":[51,96,127,131,145],"responsible":[52,77],"collecting":[54],"analyzing":[56],"data":[58,152],"since":[59],"launch":[61],"aircraft":[64],"engine.":[65],"Data":[66],"can":[67],"be":[68],"transferred":[69],"from":[70,153],"variety":[72],"sensors":[74],"that":[75],"are":[76,132,165],"speed,":[80],"oxygen":[81],"level":[82],"etc.":[83],"order":[85],"apply":[87],"real":[88,150],"time":[89],"(in":[90],"flight)":[91],"application":[92],"recursive":[94],"learning":[95],"proposed.":[98],"proposed":[100],"analyzes":[102],"both":[103],"\u201cpositive\u201d/\u201dnormal\u201d":[104],"\u201cnegative\u201d/":[106],"\u201cabnormal\u201d":[107],"examples":[108],"overall":[110],"model":[111],"structure":[112],"same":[115],"outlier-detection":[118],"most":[121],"important":[122],"benefits":[123],"new":[126],"based":[128],"on":[129,149],"verified":[133],"comparison":[135],"with":[136],"several":[137],"classifiers,":[138],"including":[139],"traditional":[141],"SVM.":[143],"This":[144],"has":[146],"been":[147],"flight":[151],"USA,":[155],"Western":[156],"European":[157],"well":[159],"Russia.":[161],"test":[163],"results":[164],"presented":[166],"final":[169],"part":[170],"article.":[173]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
