{"id":"https://openalex.org/W3105068857","doi":"https://doi.org/10.1109/access.2020.3037492","title":"Edge Computing Intelligence Using Robust Feature Selection for Network Traffic Classification in Internet-of-Things","display_name":"Edge Computing Intelligence Using Robust Feature Selection for Network Traffic Classification in Internet-of-Things","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3105068857","doi":"https://doi.org/10.1109/access.2020.3037492","mag":"3105068857"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3037492","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037492","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09256297.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09256297.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5023709071","display_name":"Bushra Mohammed","orcid":"https://orcid.org/0000-0002-8442-4956"},"institutions":[{"id":"https://openalex.org/I77072003","display_name":"University of Kordofan","ror":"https://ror.org/04zfq3f98","country_code":"SD","type":"education","lineage":["https://openalex.org/I77072003"]}],"countries":["SD"],"is_corresponding":true,"raw_author_name":"Bushra Mohammed","raw_affiliation_strings":["Faculty of Computer and Statistics Studies, University of Kordofan, Al-Ubayyid, Sudan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Statistics Studies, University of Kordofan, Al-Ubayyid, Sudan","institution_ids":["https://openalex.org/I77072003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010803372","display_name":"Mosab Hamdan","orcid":"https://orcid.org/0000-0002-1008-3028"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mosab Hamdan","raw_affiliation_strings":["School of Electrical Engineering, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046385196","display_name":"Joseph Stephen Bassi","orcid":"https://orcid.org/0000-0001-5050-0132"},"institutions":[{"id":"https://openalex.org/I64351976","display_name":"University of Maiduguri","ror":"https://ror.org/016na8197","country_code":"NG","type":"education","lineage":["https://openalex.org/I64351976"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"Joseph Stephen Bassi","raw_affiliation_strings":["Department of Computer Engineering, Faculty of Engineering, University of Maiduguri, Maiduguri, Nigeria"],"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Faculty of Engineering, University of Maiduguri, Maiduguri, Nigeria","institution_ids":["https://openalex.org/I64351976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006356032","display_name":"Haitham A. Jamil","orcid":"https://orcid.org/0000-0002-8185-5814"},"institutions":[{"id":"https://openalex.org/I4210102129","display_name":"University of El Imam El Mahdi","ror":"https://ror.org/01b0sca09","country_code":"SD","type":"education","lineage":["https://openalex.org/I4210102129"]}],"countries":["SD"],"is_corresponding":false,"raw_author_name":"Haitham A. Jamil","raw_affiliation_strings":["Faculty of Computer Science and IT Engineering, University of Elimam Elmahdi Kosti, Khartoum, Sudan"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and IT Engineering, University of Elimam Elmahdi Kosti, Khartoum, Sudan","institution_ids":["https://openalex.org/I4210102129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107964469","display_name":"Suleman Khan","orcid":"https://orcid.org/0000-0002-5725-6184"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Suleman Khan","raw_affiliation_strings":["Department of Computer and Information Sciences, Northumbria University, Newcastle upon Tyne, U.K"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Northumbria University, Newcastle upon Tyne, U.K","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009670447","display_name":"Abdallah Elhigazi Abdallah","orcid":"https://orcid.org/0000-0003-2196-8304"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Abdallah Elhigazi","raw_affiliation_strings":["School of Computing, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Computing, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046343080","display_name":"Danda B. Rawat","orcid":"https://orcid.org/0000-0003-3638-3464"},"institutions":[{"id":"https://openalex.org/I137853757","display_name":"Howard University","ror":"https://ror.org/05gt1vc06","country_code":"US","type":"education","lineage":["https://openalex.org/I137853757"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danda B. Rawat","raw_affiliation_strings":["Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Computer Science, Howard University, Washington, DC, USA","institution_ids":["https://openalex.org/I137853757"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101639245","display_name":"Ismahani Ismail","orcid":"https://orcid.org/0000-0002-7630-6706"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ismahani Binti Ismail","raw_affiliation_strings":["School of Electrical Engineering, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011389229","display_name":"Muhammad Nadzir Marsono","orcid":"https://orcid.org/0000-0002-7468-7461"},"institutions":[{"id":"https://openalex.org/I4576418","display_name":"University of Technology Malaysia","ror":"https://ror.org/026w31v75","country_code":"MY","type":"education","lineage":["https://openalex.org/I4576418"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhammad Nadzir Marsono","raw_affiliation_strings":["School of Electrical Engineering, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Faculty of Engineering, Unveristi Technologi Malaysia, Johor Bahru, Malaysia","institution_ids":["https://openalex.org/I4576418"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5023709071"],"corresponding_institution_ids":["https://openalex.org/I77072003"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.9884,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.89345162,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"224059","last_page":"224070"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","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":"Internet Traffic Analysis and Secure E-voting","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 Security and Intrusion Detection","score":0.9998000264167786,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.9936000108718872,"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/traffic-classification","display_name":"Traffic classification","score":0.8356014490127563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8094894886016846},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6242809891700745},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.618330180644989},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5375978350639343},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5361001491546631},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5274332165718079},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.49527063965797424},{"id":"https://openalex.org/keywords/internet-traffic","display_name":"Internet traffic","score":0.4830375611782074},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.48052987456321716},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46041232347488403},{"id":"https://openalex.org/keywords/traffic-flow","display_name":"Traffic flow (computer networking)","score":0.43061915040016174},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41670137643814087},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4126436412334442},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4061609208583832},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09422433376312256}],"concepts":[{"id":"https://openalex.org/C169988225","wikidata":"https://www.wikidata.org/wiki/Q7832484","display_name":"Traffic classification","level":3,"score":0.8356014490127563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8094894886016846},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6242809891700745},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.618330180644989},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5375978350639343},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5361001491546631},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5274332165718079},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.49527063965797424},{"id":"https://openalex.org/C63969886","wikidata":"https://www.wikidata.org/wiki/Q3536440","display_name":"Internet traffic","level":3,"score":0.4830375611782074},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.48052987456321716},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46041232347488403},{"id":"https://openalex.org/C207512268","wikidata":"https://www.wikidata.org/wiki/Q3074551","display_name":"Traffic flow (computer networking)","level":2,"score":0.43061915040016174},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41670137643814087},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4126436412334442},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4061609208583832},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09422433376312256},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3037492","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037492","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09256297.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f3feac190128430981296527d118557e","is_oa":true,"landing_page_url":"https://doaj.org/article/f3feac190128430981296527d118557e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 224059-224070 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3037492","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3037492","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09256297.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3105068857.pdf","grobid_xml":"https://content.openalex.org/works/W3105068857.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W10166270","https://openalex.org/W72904796","https://openalex.org/W100416712","https://openalex.org/W190437827","https://openalex.org/W397074982","https://openalex.org/W1516506771","https://openalex.org/W1521553548","https://openalex.org/W1523989055","https://openalex.org/W1524496078","https://openalex.org/W1530385206","https://openalex.org/W1592785605","https://openalex.org/W1849729440","https://openalex.org/W1860651521","https://openalex.org/W1992562179","https://openalex.org/W2012095206","https://openalex.org/W2017337590","https://openalex.org/W2020973327","https://openalex.org/W2029146088","https://openalex.org/W2034038739","https://openalex.org/W2040241219","https://openalex.org/W2040884411","https://openalex.org/W2041855183","https://openalex.org/W2043360390","https://openalex.org/W2049196208","https://openalex.org/W2051000513","https://openalex.org/W2055130908","https://openalex.org/W2092505457","https://openalex.org/W2096118443","https://openalex.org/W2097569937","https://openalex.org/W2099111195","https://openalex.org/W2101222264","https://openalex.org/W2102831150","https://openalex.org/W2105442712","https://openalex.org/W2108728387","https://openalex.org/W2109293916","https://openalex.org/W2109363337","https://openalex.org/W2127960930","https://openalex.org/W2128567487","https://openalex.org/W2133462743","https://openalex.org/W2133990480","https://openalex.org/W2144112223","https://openalex.org/W2148633389","https://openalex.org/W2153922613","https://openalex.org/W2154053567","https://openalex.org/W2155461849","https://openalex.org/W2156205106","https://openalex.org/W2159994593","https://openalex.org/W2170529403","https://openalex.org/W2171204642","https://openalex.org/W2273254134","https://openalex.org/W2341952571","https://openalex.org/W2343420905","https://openalex.org/W2372423434","https://openalex.org/W2625830901","https://openalex.org/W2749129452","https://openalex.org/W2767230764","https://openalex.org/W2789389956","https://openalex.org/W2794866761","https://openalex.org/W2922103104","https://openalex.org/W2981759233","https://openalex.org/W2998216295","https://openalex.org/W4255738146","https://openalex.org/W4285719527","https://openalex.org/W4300886904","https://openalex.org/W6602973286","https://openalex.org/W6607693206","https://openalex.org/W6613599346","https://openalex.org/W6631506987","https://openalex.org/W6631862101","https://openalex.org/W6635383313","https://openalex.org/W6638875480","https://openalex.org/W6638932293","https://openalex.org/W6676746716","https://openalex.org/W6681122466","https://openalex.org/W6682744373","https://openalex.org/W6683616145","https://openalex.org/W6684776263","https://openalex.org/W6693906732","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2547456248","https://openalex.org/W4312241727","https://openalex.org/W4384946034","https://openalex.org/W3036573907","https://openalex.org/W2554395890","https://openalex.org/W2567120387","https://openalex.org/W4285551868","https://openalex.org/W2152125195","https://openalex.org/W2182343390","https://openalex.org/W2027016628"],"abstract_inverted_index":{"Internet-of-Things":[0],"(IoT)":[1],"devices":[2],"are":[3],"massively":[4],"interconnected,":[5],"which":[6],"generates":[7],"a":[8,20,37,83],"massive":[9],"amount":[10],"of":[11,16,118,128,160,180],"network":[12,27,57],"traffic.":[13,45],"The":[14,64,120,157,193],"concept":[15],"edge":[17],"computing":[18],"brings":[19],"new":[21],"paradigm":[22],"to":[23,40,55,144,164,191],"monitor":[24,41],"and":[25,42,71,77,104,146,184],"manage":[26],"traffic":[28,34,47,58,98,135,175,206],"at":[29],"the":[30,116,140,169,181,204],"network\u2019s":[31],"edge.":[32],"Network":[33],"classification":[35,48,66,99,166,176],"is":[36,126],"critical":[38],"task":[39],"identify":[43],"Internet":[44,97,134],"Recent":[46],"works":[49],"suggested":[50],"using":[51,60,112,149],"statistical":[52,199],"flow":[53,200],"features":[54,67,95,131,138,151,161,171,201],"classify":[56],"accurately":[59],"machine":[61],"learning":[62],"techniques.":[63],"selected":[65,170],"must":[68],"be":[69],"stable":[70,130,174],"can":[72,172,202],"work":[73],"across":[74],"different":[75],"spatial":[76,183],"temporal":[78,185],"heterogeneity.":[79],"This":[80],"paper":[81],"proposes":[82],"feature":[84,154],"selection":[85,105,155],"mechanism":[86],"called":[87],"Ensemble":[88],"Weight":[89],"Approach":[90],"(EWA)":[91],"for":[92,96,133],"selecting":[93],"significant":[94],"based":[100],"on":[101],"multi-criterion":[102],"ranking":[103],"mechanisms.":[106],"Extensive":[107],"simulations":[108],"have":[109],"been":[110],"conducted":[111],"publicly-available":[113],"traces":[114],"from":[115],"University":[117],"Cambridge.":[119],"simulation":[121],"results":[122],"demonstrate":[123],"that":[124,197],"EWA":[125],"capable":[127],"identifying":[129],"subset":[132],"identification.":[136],"EWA-selected":[137,198],"improve":[139,203],"mean":[141],"accuracy":[142,189],"up":[143,190],"1.3%":[145],"reduce":[147],"RMSE":[148],"fewer":[150],"than":[152],"other":[153],"methods.":[156],"smaller":[158],"number":[159],"directly":[162],"contributes":[163],"shorter":[165],"time.":[167],"Furthermore,":[168],"train":[173],"generative":[177],"models":[178],"irrespective":[179],"dataset\u2019s":[182],"differences,":[186],"with":[187],"consistent":[188],"97%.":[192],"overall":[194,205],"performance":[195],"indicates":[196],"classification.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}