{"id":"https://openalex.org/W2948486441","doi":"https://doi.org/10.1002/cpe.5292","title":"Retracted: Traffic identification and traffic analysis based on support vector machine","display_name":"Retracted: Traffic identification and traffic analysis based on support vector machine","publication_year":2019,"publication_date":"2019-06-02","ids":{"openalex":"https://openalex.org/W2948486441","doi":"https://doi.org/10.1002/cpe.5292","mag":"2948486441"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.5292","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation: Practice and Experience","issn_l":"1532-0626","issn":["1532-0634","1532-0626"],"is_oa":false,"is_in_doaj":false,"host_organization":"https://openalex.org/P4310320503","host_organization_name":"Wiley-Blackwell","host_organization_lineage":["https://openalex.org/P4310320503","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley-Blackwell","Wiley"],"type":"journal"},"license":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5011216400","display_name":"Zhongsheng Wang","orcid":"https://orcid.org/0000-0001-8366-8660"},"institutions":[{"id":"https://openalex.org/I4210110558","display_name":"Xi'an Technological University","ror":"https://ror.org/01t8prc81","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110558"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wang Zhongsheng","raw_affiliation_string":"School of Computer Science and Engineering, Xi'an Technological University, Xi'an, China","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an Technological University, Xi'an, China"]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004019699","display_name":"Jianguo Wang","orcid":"https://orcid.org/0000-0002-3039-1175"},"institutions":[{"id":"https://openalex.org/I4210110558","display_name":"Xi'an Technological University","ror":"https://ror.org/01t8prc81","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110558"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Jianguo","raw_affiliation_string":"School of Computer Science and Engineering, Xi'an Technological University, Xi'an, China","raw_affiliation_strings":["School of Computer Science and Engineering, Xi'an Technological University, Xi'an, China"]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002854172","display_name":"Sen Yang","orcid":"https://orcid.org/0000-0003-4114-7159"},"institutions":[{"id":"https://openalex.org/I183006215","display_name":"Shijiazhuang University","ror":"https://ror.org/028rmam09","country_code":"CN","type":"education","lineage":["https://openalex.org/I183006215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Sen","raw_affiliation_string":"Shijiazhuang Campus, Army Engineering University, Shijiazhuang, China","raw_affiliation_strings":["Shijiazhuang Campus, Army Engineering University, Shijiazhuang, China"]},{"author_position":"last","author":{"id":"https://openalex.org/A5022170306","display_name":"Jiaqiong Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087590","display_name":"Huzhou Vocational and Technical College","ror":"https://ror.org/002hfez23","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210087590"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gao Jiaqiong","raw_affiliation_string":"Department of Computer Science, Sichuan Vocational and Technical College, Suining, China","raw_affiliation_strings":["Department of Computer Science, Sichuan Vocational and Technical College, Suining, China"]}],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5011216400"],"corresponding_institution_ids":["https://openalex.org/I4210110558"],"apc_list":{"value":4740,"currency":"USD","value_usd":4740,"provenance":"doaj"},"apc_paid":{"value":4740,"currency":"USD","value_usd":4740,"provenance":"doaj"},"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":9,"cited_by_percentile_year":{"min":87,"max":88},"biblio":{"volume":"32","issue":"2","first_page":null,"last_page":null},"is_retracted":true,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Machine Learning for Internet Traffic Classification","score":1.0,"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/T11598","display_name":"Machine Learning for Internet Traffic Classification","score":1.0,"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 Intrusion Detection and Defense Mechanisms","score":0.9988,"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/T12034","display_name":"Digital Forensics Research and Challenges","score":0.9944,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"keyword":"traffic identification","score":0.6683},{"keyword":"traffic analysis","score":0.6617},{"keyword":"vector","score":0.2754}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8921989},{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.76281923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.66032386},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.61942655},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5178659},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.51709056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5002701},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4507055},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35378307},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.3117284},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1002/cpe.5292","pdf_url":null,"source":{"id":"https://openalex.org/S11065456","display_name":"Concurrency and Computation: Practice and Experience","issn_l":"1532-0626","issn":["1532-0634","1532-0626"],"is_oa":false,"is_in_doaj":false,"host_organization":"https://openalex.org/P4310320503","host_organization_name":"Wiley-Blackwell","host_organization_lineage":["https://openalex.org/P4310320503","https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley-Blackwell","Wiley"],"type":"journal"},"license":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61501493"}],"referenced_works_count":17,"referenced_works":["https://openalex.org/W159097205","https://openalex.org/W1479807131","https://openalex.org/W1521553548","https://openalex.org/W1945855060","https://openalex.org/W1965472053","https://openalex.org/W2049529241","https://openalex.org/W2055130908","https://openalex.org/W2093441139","https://openalex.org/W2102831150","https://openalex.org/W2119271160","https://openalex.org/W2133473417","https://openalex.org/W2145377500","https://openalex.org/W2148346742","https://openalex.org/W2159249165","https://openalex.org/W2499572217","https://openalex.org/W2613027692","https://openalex.org/W3139611398"],"related_works":["https://openalex.org/W2937284497","https://openalex.org/W2547456248","https://openalex.org/W4312241727","https://openalex.org/W3036573907","https://openalex.org/W4384946034","https://openalex.org/W2567120387","https://openalex.org/W2554395890","https://openalex.org/W158006909","https://openalex.org/W2027016628","https://openalex.org/W4285551868"],"ngrams_url":"https://api.openalex.org/works/W2948486441/ngrams","abstract_inverted_index":{"Summary":[0],"The":[1,151],"number":[2],"of":[3,29,43,76,84,114,127,155,166],"applications":[4],"based":[5,91,146],"on":[6,92,147],"the":[7,13,24,30,41,73,79,85,99,104,109,115,121,124,128,135,164],"Internet":[8],"is":[9,32,66,132,149,158],"increasing,":[10],"which":[11,162],"results":[12],"traffic":[14,46,61,141,157,168],"becoming":[15,33],"more":[16,18,34,36],"and":[17,27,35,55,59,78,81,89,96,111,143,170],"complex.":[19],"Therefore,":[20],"how":[21],"to":[22,48,102,160],"improve":[23],"service":[25],"quality":[26],"security":[28],"network":[31,50,60],"important.":[37],"This":[38],"paper":[39],"studies":[40],"application":[42],"SVM":[44,65,86,148],"in":[45],"identification":[47,144,169],"classify":[49],"traffic.":[51],"Through":[52],"data":[53],"collection":[54],"feature":[56,62],"generation":[57],"methods":[58],"screening":[63],"methods,":[64],"used":[67],"as":[68],"a":[69,140,172],"classifier":[70],"by":[71],"using":[72],"generalization":[74],"capability":[75],"SVM,":[77],"parameters":[80],"kernel":[82],"functions":[83],"are":[87,137],"adjusted":[88,116],"selected":[90],"cross":[93],"comparison":[94],"ideas":[95],"methods.":[97],"Using":[98],"cross\u2010validation":[100],"method":[101],"make":[103],"most":[105],"reasonable":[106],"statistics":[107,136],"for":[108],"classification":[110,125,142],"recognition":[112,153],"accuracy":[113,126],"support":[117,129],"vector":[118,130],"machine":[119,131],"avoids":[120],"situation":[122],"that":[123],"unstable":[133],"or":[134],"inaccurate.":[138],"Finally,":[139],"system":[145],"realized.":[150],"final":[152],"rate":[154],"encrypted":[156],"up":[159],"99.31%,":[161],"overcomes":[163],"disadvantages":[165],"traditional":[167],"achieves":[171],"fairly":[173],"reliable":[174],"accuracy.":[175]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2948486441","counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1}],"updated_date":"2024-03-21T18:32:22.776412","created_date":"2019-06-14"}