{"id":"https://openalex.org/W2046230062","doi":"https://doi.org/10.4304/jnw.8.11.2534-2540","title":"Network Traffic Prediction Model Based on Catfish-PSO-SVM","display_name":"Network Traffic Prediction Model Based on Catfish-PSO-SVM","publication_year":2013,"publication_date":"2013-10-16","ids":{"openalex":"https://openalex.org/W2046230062","doi":"https://doi.org/10.4304/jnw.8.11.2534-2540","mag":"2046230062"},"language":"en","primary_location":{"id":"doi:10.4304/jnw.8.11.2534-2540","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.8.11.2534-2540","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","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/A5012195526","display_name":"Jie Fang","orcid":"https://orcid.org/0000-0002-8325-3905"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jie Fang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101995427","display_name":"Qingbiao Zhou","orcid":"https://orcid.org/0000-0002-4830-7365"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qingbiao Zhou","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041106418","display_name":"Wu Xide","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xide Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101526391","display_name":"Shijie Yang","orcid":"https://orcid.org/0000-0002-7269-5142"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shijie Yang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.098,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.8061924,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"8","issue":"11","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10138","display_name":"Network Traffic and Congestion Control","score":0.9987999796867371,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9965000152587891,"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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.8319138884544373},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8090630769729614},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.795775294303894},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4460601508617401},{"id":"https://openalex.org/keywords/traffic-generation-model","display_name":"Traffic generation model","score":0.4335242509841919},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39875346422195435},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.345798134803772},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.12296640872955322}],"concepts":[{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.8319138884544373},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8090630769729614},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.795775294303894},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4460601508617401},{"id":"https://openalex.org/C176715033","wikidata":"https://www.wikidata.org/wiki/Q2080768","display_name":"Traffic generation model","level":2,"score":0.4335242509841919},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39875346422195435},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.345798134803772},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.12296640872955322}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jnw.8.11.2534-2540","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jnw.8.11.2534-2540","pdf_url":null,"source":{"id":"https://openalex.org/S189188848","display_name":"Journal of Networks","issn_l":"1796-2056","issn":["1796-2056"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1498161437","https://openalex.org/W1679453486","https://openalex.org/W1973668864","https://openalex.org/W1976608515","https://openalex.org/W2007789460","https://openalex.org/W2009011646","https://openalex.org/W2020355555","https://openalex.org/W2080099070","https://openalex.org/W2090727353","https://openalex.org/W2096118443","https://openalex.org/W2140542782","https://openalex.org/W2156909104","https://openalex.org/W2157638525","https://openalex.org/W2158994553","https://openalex.org/W2167618495","https://openalex.org/W2352415920","https://openalex.org/W2358674865","https://openalex.org/W2362967341","https://openalex.org/W4230674625","https://openalex.org/W4253123202","https://openalex.org/W4376552675","https://openalex.org/W6703967216"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969","https://openalex.org/W2051187167","https://openalex.org/W4315815996"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,50,80,91],"improve":[3],"the":[4,35,52,59,67,71,81,85,93,115,121,129],"prediction":[5,16,72,110,130],"accuracy":[6,131],"of":[7,37,54,62,74,95,112,124,132],"network":[8,14,75,99,113,133],"traffic,":[9,114],"this":[10],"paper":[11],"proposes":[12],"a":[13,42],"traffic":[15,76,100],"model":[17,73,97,117],"based":[18],"on":[19],"support":[20],"vector":[21],"machine":[22],"(SVM)":[23],"which":[24],"parameters":[25,36,61,83,123],"are":[26,39,64,88],"optimized":[27],"by":[28,66],"catfish":[29,46],"particle":[30,55,68],"swarm":[31,56],"optimization":[32,57],"algorithm.":[33],"Firstly,":[34],"SVM":[38,63,125],"encoded":[40],"as":[41],"particle,":[43],"and":[44,84,126],"then":[45],"effect":[47],"is":[48,77],"introduced":[49],"overcome":[51],"defects":[53],"algorithm,":[58],"optimal":[60,82,122],"obtained":[65],"interactions,":[69],"finally,":[70],"established":[78,96],"according":[79],"simulation":[86,103],"experiments":[87],"carried":[89],"out":[90],"test":[92],"performance":[94],"with":[98,108],"data.":[101],"The":[102],"results":[104],"show":[105],"that,":[106],"compared":[107],"other":[109],"models":[111],"proposed":[116],"can":[118],"quickly":[119],"find":[120],"has":[127],"improved":[128],"traffic.":[134]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
