{"id":"https://openalex.org/W2537063847","doi":"https://doi.org/10.1109/icecs.2007.4511002","title":"Support Vector Machine for Internet Traffic Identification","display_name":"Support Vector Machine for Internet Traffic Identification","publication_year":2007,"publication_date":"2007-12-01","ids":{"openalex":"https://openalex.org/W2537063847","doi":"https://doi.org/10.1109/icecs.2007.4511002","mag":"2537063847"},"language":"en","primary_location":{"id":"doi:10.1109/icecs.2007.4511002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2007.4511002","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 14th IEEE International Conference on Electronics, Circuits and Systems","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/A5067662855","display_name":"Amina El Gonnouni","orcid":"https://orcid.org/0009-0007-8375-4375"},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Amina El Gonnouni","raw_affiliation_strings":["Engineering Systems Lab. (LIS), Abdelmalek Essaadi University, Tangier, Morocco. amina_elgo@yahoo.fr","Engineering Systems Laboratory (LIS), Abdelmalek Essaadi University, Tangier, Morocco"],"affiliations":[{"raw_affiliation_string":"Engineering Systems Lab. (LIS), Abdelmalek Essaadi University, Tangier, Morocco. amina_elgo@yahoo.fr","institution_ids":["https://openalex.org/I240042149"]},{"raw_affiliation_string":"Engineering Systems Laboratory (LIS), Abdelmalek Essaadi University, Tangier, Morocco","institution_ids":["https://openalex.org/I240042149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067536472","display_name":"Jilali Antari","orcid":"https://orcid.org/0000-0003-3084-9753"},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]},{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES","MA"],"is_corresponding":false,"raw_author_name":"Jilali Antari","raw_affiliation_strings":["Electronic and Instrumentation Laboratory, Department of physics, Faculty of Sciences Semlalia, Cadi Ayyad University, B.P 2390, Marrakesh 40000, Morocco","Department of Signal Theory & Communications, Carlos III Technical University of Madrid, Madrid, Spain"],"affiliations":[{"raw_affiliation_string":"Electronic and Instrumentation Laboratory, Department of physics, Faculty of Sciences Semlalia, Cadi Ayyad University, B.P 2390, Marrakesh 40000, Morocco","institution_ids":["https://openalex.org/I119856527"]},{"raw_affiliation_string":"Department of Signal Theory & Communications, Carlos III Technical University of Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I50357001","https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058365794","display_name":"Soufiane El Jelali","orcid":null},"institutions":[{"id":"https://openalex.org/I119856527","display_name":"Cadi Ayyad University","ror":"https://ror.org/04xf6nm78","country_code":"MA","type":"education","lineage":["https://openalex.org/I119856527"]},{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES","MA"],"is_corresponding":false,"raw_author_name":"Soufiane El Jelali","raw_affiliation_strings":["Dept. of Signal Theory & Communications, Carlos III University, Madrid, Spain. soufiane@tsc.uc3m.es","Electronic and Instrumentation Laboratory, Department of physics, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakesh, Morocco"],"affiliations":[{"raw_affiliation_string":"Dept. of Signal Theory & Communications, Carlos III University, Madrid, Spain. soufiane@tsc.uc3m.es","institution_ids":["https://openalex.org/I50357001"]},{"raw_affiliation_string":"Electronic and Instrumentation Laboratory, Department of physics, Faculty of Sciences Semlalia, Cadi Ayyad University, Marrakesh, Morocco","institution_ids":["https://openalex.org/I119856527"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034695225","display_name":"Abdelouahid Lyhyaoui","orcid":null},"institutions":[{"id":"https://openalex.org/I240042149","display_name":"Abdelmalek Essa\u00e2di University","ror":"https://ror.org/03c4shz64","country_code":"MA","type":"education","lineage":["https://openalex.org/I240042149"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdelouahid Lyhyaoui","raw_affiliation_strings":["Engineering Systems Lab. (LIS), Abdelmalek Essaadi University, Tangier, Morocco. lyhyaoui@gmail.com","Engineering Systems Laboratory (LIS), Abdelmalek Essaadi University, Tangier, Morocco"],"affiliations":[{"raw_affiliation_string":"Engineering Systems Lab. (LIS), Abdelmalek Essaadi University, Tangier, Morocco. lyhyaoui@gmail.com","institution_ids":["https://openalex.org/I240042149"]},{"raw_affiliation_string":"Engineering Systems Laboratory (LIS), Abdelmalek Essaadi University, Tangier, Morocco","institution_ids":["https://openalex.org/I240042149"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5067662855"],"corresponding_institution_ids":["https://openalex.org/I240042149"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.34574843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"351","last_page":"354"},"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":0.9975000023841858,"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":0.9975000023841858,"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":0.9944999814033508,"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/T12326","display_name":"Network Packet Processing and Optimization","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.7869967818260193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.644317090511322},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6419277787208557},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.6221506595611572},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5748353600502014},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5395111441612244},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.524768590927124},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.5232930779457092},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46503302454948425},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44825857877731323},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.4113856554031372},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4022189974784851},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26711124181747437},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2562577724456787}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7869967818260193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.644317090511322},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6419277787208557},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.6221506595611572},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5748353600502014},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5395111441612244},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.524768590927124},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.5232930779457092},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46503302454948425},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44825857877731323},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.4113856554031372},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4022189974784851},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26711124181747437},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2562577724456787},{"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},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecs.2007.4511002","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2007.4511002","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 14th IEEE International Conference on Electronics, Circuits and Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1490488263","https://openalex.org/W1563088657","https://openalex.org/W1964357740","https://openalex.org/W1982811432","https://openalex.org/W2072240692","https://openalex.org/W2119390519","https://openalex.org/W2156909104","https://openalex.org/W2167276890","https://openalex.org/W2271358270","https://openalex.org/W6641163509","https://openalex.org/W6677595157"],"related_works":["https://openalex.org/W2096715552","https://openalex.org/W1598419248","https://openalex.org/W2076543106","https://openalex.org/W2523437662","https://openalex.org/W89844371","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W4387048144","https://openalex.org/W2492135063"],"abstract_inverted_index":{"In":[0,63],"this":[1],"paper":[2],"a":[3,26,38,97],"non":[4,59,118],"linear":[5,60,119],"system":[6,61,120],"identification":[7,22,121],"problem":[8],"is":[9,15,37],"addressed.":[10],"A":[11],"Support":[12,30],"Vector":[13,31],"Regressor":[14],"used":[16],"to":[17,95],"solve":[18],"the":[19,74,80,87,102,110],"Internet":[20],"traffic":[21],"problem.":[23],"We":[24],"give":[25],"basic":[27],"idea":[28],"underlying":[29],"(SV)":[32],"machine":[33,43],"for":[34,58,116],"regression,":[35],"which":[36,83],"novel":[39],"type":[40,70],"of":[41,71],"learning":[42,47],"based":[44],"on":[45],"statistical":[46],"theory.":[48],"Furthermore,":[49],"we":[50,67],"describe":[51],"how":[52],"SV":[53,107],"regressor":[54,108],"can":[55],"be":[56],"applied":[57],"identification.":[62],"our":[64],"simulations":[65],"results":[66],"present":[68],"two":[69],"kernel":[72],"functions,":[73],"Radial":[75],"Basis":[76],"Function":[77],"(RBF),":[78],"and":[79,112],"hyperbolic":[81],"tangent,":[82],"are":[84],"compared":[85],"with":[86,101],"classical":[88],"two-layer":[89],"MLP":[90,111],"(Multi-Layer-Perceptron)":[91],"Neural":[92],"Networks,":[93],"trained":[94],"minimize":[96],"quadratic":[98],"error":[99],"objective":[100],"Back-Propagation":[103],"(BP)":[104],"algorithm.":[105],"The":[106],"outperforms":[109],"demonstrates":[113],"its":[114],"effectiveness":[115],"solving":[117],"problems.":[122]},"counts_by_year":[],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}
