{"id":"https://openalex.org/W3011470333","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035274","title":"A Novel Online Machine Learning Based RSU Prediction Scheme for Intelligent Vehicular Networks","display_name":"A Novel Online Machine Learning Based RSU Prediction Scheme for Intelligent Vehicular Networks","publication_year":2019,"publication_date":"2019-11-01","ids":{"openalex":"https://openalex.org/W3011470333","doi":"https://doi.org/10.1109/aiccsa47632.2019.9035274","mag":"3011470333"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa47632.2019.9035274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","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/A5001627457","display_name":"Noura Aljeri","orcid":"https://orcid.org/0000-0001-9952-2770"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Noura Aljeri","raw_affiliation_strings":["PARADISE Research Laboratory, EECS, University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"PARADISE Research Laboratory, EECS, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012195474","display_name":"Azzedine Boukerche","orcid":"https://orcid.org/0000-0002-3851-9938"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Azzedine Boukerche","raw_affiliation_strings":["PARADISE Research Laboratory, EECS, University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"PARADISE Research Laboratory, EECS, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001627457"],"corresponding_institution_ids":["https://openalex.org/I153718931"],"apc_list":null,"apc_paid":null,"fwci":0.2413,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58320915,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10761","display_name":"Vehicular Ad Hoc Networks (VANETs)","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9977999925613403,"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/computer-science","display_name":"Computer science","score":0.8009161949157715},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.6048740148544312},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5575733780860901},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5458858013153076},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.5410856008529663},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.504236102104187},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5016129016876221},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4865633547306061},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4861173629760742},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4659633934497833},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4577021598815918},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4333825707435608},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.34715014696121216},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11198833584785461},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10387110710144043}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8009161949157715},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.6048740148544312},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5575733780860901},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5458858013153076},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.5410856008529663},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.504236102104187},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5016129016876221},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4865633547306061},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4861173629760742},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4659633934497833},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4577021598815918},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4333825707435608},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.34715014696121216},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11198833584785461},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10387110710144043},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/aiccsa47632.2019.9035274","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa47632.2019.9035274","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE/ACS 16th International Conference on Computer Systems and Applications (AICCSA)","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":27,"referenced_works":["https://openalex.org/W24067677","https://openalex.org/W1880988703","https://openalex.org/W1914765673","https://openalex.org/W1965431569","https://openalex.org/W2067961157","https://openalex.org/W2078112440","https://openalex.org/W2083719968","https://openalex.org/W2096930266","https://openalex.org/W2122111042","https://openalex.org/W2134296630","https://openalex.org/W2150796457","https://openalex.org/W2159080219","https://openalex.org/W2159691338","https://openalex.org/W2252381252","https://openalex.org/W2318485605","https://openalex.org/W2522153945","https://openalex.org/W2591860465","https://openalex.org/W2607164663","https://openalex.org/W2616256085","https://openalex.org/W2765955268","https://openalex.org/W2886449826","https://openalex.org/W2889422404","https://openalex.org/W2898310968","https://openalex.org/W2962747477","https://openalex.org/W2963049813","https://openalex.org/W6600981286","https://openalex.org/W6670189492"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W4231650586","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W4327774248","https://openalex.org/W2998294818","https://openalex.org/W45347327"],"abstract_inverted_index":{"Wireless":[0],"networks":[1],"development":[2],"to":[3,22,31,63,93,98,159],"support":[4],"the":[5,59,102,105,131,136,139],"highly":[6],"dynamic":[7],"vehicular":[8,15,60],"environment":[9],"pose":[10],"several":[11,160],"significant":[12],"challenges":[13],"for":[14,87,120],"network":[16],"services":[17,34],"and":[18,38,42,67,100,118,135,147],"applications,":[19],"in":[20,57,90,157],"efforts":[21],"guarantee":[23],"seamless":[24,95],"communication.":[25],"Intelligent":[26],"Vehicular":[27,91],"Networks":[28],"goal":[29],"is":[30,47,116,142],"provide":[32,94],"high-quality":[33],"that":[35,53],"can":[36,54],"learn":[37],"forecast":[39],"clients'":[40],"needs":[41],"intentions.":[43],"Machine":[44],"Learning":[45],"(ML)":[46],"one":[48],"type":[49],"of":[50,71,104,138],"artificial":[51],"intelligence":[52],"be":[55],"effective":[56],"utilizing":[58],"network's":[61],"data":[62],"predict":[64],"users":[65],"movements":[66],"allocate":[68],"resources":[69],"ahead":[70],"time.":[72],"In":[73],"this":[74],"paper,":[75],"we":[76],"propose":[77],"a":[78,153],"novel":[79],"online":[80],"ML-based":[81],"Roadside":[82],"Unit":[83],"(RSU)":[84],"prediction":[85,106,114,140],"scheme":[86],"mobility":[88,148],"management":[89],"Networks,":[92],"mobile":[96,122],"connectivity":[97],"vehicles":[99],"enhance":[101],"performance":[103,137],"model.":[107],"An":[108],"Online":[109],"Probabilistic":[110],"Neural":[111],"Network":[112,132],"(O-PNN)":[113],"model":[115,141],"designed":[117],"adjusted":[119],"VANETs":[121],"IP":[123],"protocol.":[124],"Extensive":[125],"simulation":[126],"experiments":[127],"were":[128],"performed":[129],"on":[130],"Simulator":[133],"NS-2,":[134],"studied":[143],"with":[144],"different":[145],"traffic":[146],"scenarios.":[149],"Our":[150],"results":[151],"showed":[152],"high":[154],"accuracy":[155],"rate":[156],"comparison":[158],"other":[161],"machine":[162],"learning":[163],"models.":[164]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-25T13:04:00.132906","created_date":"2025-10-10T00:00:00"}