{"id":"https://openalex.org/W3205303449","doi":"https://doi.org/10.1109/seeda-cecnsm53056.2021.9566263","title":"A Proposed Multi -Head Clustering Algorithm for VANET Environments","display_name":"A Proposed Multi -Head Clustering Algorithm for VANET Environments","publication_year":2021,"publication_date":"2021-09-24","ids":{"openalex":"https://openalex.org/W3205303449","doi":"https://doi.org/10.1109/seeda-cecnsm53056.2021.9566263","mag":"3205303449"},"language":"en","primary_location":{"id":"doi:10.1109/seeda-cecnsm53056.2021.9566263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seeda-cecnsm53056.2021.9566263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007276550","display_name":"Spiridon Vergis","orcid":"https://orcid.org/0000-0002-7642-1392"},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Spiridon Vergis","raw_affiliation_strings":["Ionian University, Corfu, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ionian University, Corfu, Greece","institution_ids":["https://openalex.org/I187792471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035635468","display_name":"Georgios Tsoumanis","orcid":"https://orcid.org/0000-0001-9010-3422"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Tsoumanis","raw_affiliation_strings":["University of Ioannina, Arta, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Ioannina, Arta, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067861893","display_name":"\u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03af\u03bd\u03bf\u03c2 \u039f\u03b9\u03ba\u03bf\u03bd\u03cc\u03bc\u03bf\u03c5","orcid":"https://orcid.org/0000-0001-7279-9710"},"institutions":[{"id":"https://openalex.org/I187792471","display_name":"Ionian University","ror":"https://ror.org/01xm4n520","country_code":"GR","type":"education","lineage":["https://openalex.org/I187792471"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Oikonomou","raw_affiliation_strings":["Ionian University, Corfu, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ionian University, Corfu, Greece","institution_ids":["https://openalex.org/I187792471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"27","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":1.0,"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":1.0,"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":0.9778000116348267,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9739999771118164,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8538678884506226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.830886721611023},{"id":"https://openalex.org/keywords/vehicular-ad-hoc-network","display_name":"Vehicular ad hoc network","score":0.7098530530929565},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.679490327835083},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5780158042907715},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.46136942505836487},{"id":"https://openalex.org/keywords/affinity-propagation","display_name":"Affinity propagation","score":0.45966681838035583},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4545241892337799},{"id":"https://openalex.org/keywords/wireless-ad-hoc-network","display_name":"Wireless ad hoc network","score":0.440228134393692},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.4259988069534302},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.33612459897994995},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.33534276485443115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3347860872745514},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2548527121543884},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.23789167404174805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2053377330303192},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1715831458568573},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08181262016296387},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.07750055193901062}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8538678884506226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.830886721611023},{"id":"https://openalex.org/C192448918","wikidata":"https://www.wikidata.org/wiki/Q682677","display_name":"Vehicular ad hoc network","level":4,"score":0.7098530530929565},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.679490327835083},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5780158042907715},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.46136942505836487},{"id":"https://openalex.org/C109659709","wikidata":"https://www.wikidata.org/wiki/Q3407504","display_name":"Affinity propagation","level":5,"score":0.45966681838035583},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4545241892337799},{"id":"https://openalex.org/C94523657","wikidata":"https://www.wikidata.org/wiki/Q4085781","display_name":"Wireless ad hoc network","level":3,"score":0.440228134393692},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.4259988069534302},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33612459897994995},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.33534276485443115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3347860872745514},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2548527121543884},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.23789167404174805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2053377330303192},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1715831458568573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08181262016296387},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.07750055193901062},{"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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/seeda-cecnsm53056.2021.9566263","is_oa":false,"landing_page_url":"https://doi.org/10.1109/seeda-cecnsm53056.2021.9566263","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 6th South-East Europe Design Automation, Computer Engineering, Computer Networks and Social Media Conference (SEEDA-CECNSM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.41999998688697815,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W42484006","https://openalex.org/W1514227563","https://openalex.org/W1547971167","https://openalex.org/W1573880431","https://openalex.org/W2001152389","https://openalex.org/W2003151772","https://openalex.org/W2009916614","https://openalex.org/W2022318042","https://openalex.org/W2027067237","https://openalex.org/W2062789233","https://openalex.org/W2069124975","https://openalex.org/W2080403625","https://openalex.org/W2082834794","https://openalex.org/W2101598977","https://openalex.org/W2124063321","https://openalex.org/W2158568322","https://openalex.org/W2158607876","https://openalex.org/W2159691338","https://openalex.org/W2162324306","https://openalex.org/W2312737827","https://openalex.org/W2554403606","https://openalex.org/W2588582101","https://openalex.org/W2729536821","https://openalex.org/W2730981102","https://openalex.org/W2789384445","https://openalex.org/W2920369357","https://openalex.org/W2926814538","https://openalex.org/W2990994214","https://openalex.org/W3010796874","https://openalex.org/W3083123986","https://openalex.org/W3133463054","https://openalex.org/W3134989974","https://openalex.org/W3136983812","https://openalex.org/W3144329156","https://openalex.org/W4229597740","https://openalex.org/W6792585658"],"related_works":["https://openalex.org/W2027636740","https://openalex.org/W2062688728","https://openalex.org/W2061231656","https://openalex.org/W2771454953","https://openalex.org/W3046762796","https://openalex.org/W3202102306","https://openalex.org/W2998294818","https://openalex.org/W3046260513","https://openalex.org/W45347327","https://openalex.org/W4327774248"],"abstract_inverted_index":{"Vehicular":[0],"Ad":[1],"Hoc":[2],"Networks":[3],"(VANETs)":[4],"have":[5],"the":[6,29,52,63,72,82,92,95,146,175,182,186,190],"potential":[7],"to":[8,11,108,144],"become":[9],"viable":[10],"Intelligent":[12],"Transportation":[13],"System":[14],"(ITS)":[15],"real-world":[16,23],"applications.":[17],"Vehicles'":[18],"high":[19],"mobility":[20],"along":[21],"with":[22,48],"application":[24],"scalability":[25],"are":[26,134,141],"some":[27],"of":[28,46,76,81,94,126,189],"main":[30,83],"challenges":[31],"in":[32,55,111,136,193],"this":[33,137],"network":[34,64,73],"environment.":[35,96,138],"The":[36,115,152,167,178],"various":[37],"mobility-based":[38,106],"characteristics":[39],"can":[40,122],"be":[41,123],"exploited":[42],"by":[43,70],"forming":[44],"clusters":[45,110,132],"vehicles":[47],"similar":[49],"attributes":[50],"within":[51],"network.":[53,114],"Clustering":[54,165],"VANET":[56,87],"environments":[57],"is":[58,89,155,170],"an":[59],"approach":[60],"that":[61,104,119,133,181],"converts":[62],"structure":[65],"from":[66],"flat":[67],"into":[68,74],"hierarchical":[69],"dividing":[71],"groups":[75],"vehicles,":[77],"called":[78,163],"clusters.":[79],"One":[80],"requirements":[84],"for":[85],"effective":[86],"clustering":[88,102,187],"stability":[90,195],"given":[91],"dynamicity":[93],"This":[97],"paper":[98],"presents":[99],"a":[100,112,124,159],"multi-head":[101],"algorithm":[103,117,154,184,188],"utilizes":[105],"metrics":[107,173],"form":[109],"vehicular":[113],"proposed":[116,153],"assumes":[118],"each":[120],"vehicle":[121],"member":[125],"multiple":[127],"clusters,":[128],"thus":[129],"creating":[130],"stable":[131],"robust":[135],"Several":[139],"simulations":[140],"carried":[142],"out":[143],"test":[145],"algorithm's":[147],"effectiveness":[148],"under":[149],"different":[150],"scenarios.":[151],"also":[156],"compared":[157],"against":[158],"previously":[160],"presented":[161,183],"algorithm,":[162],"Double-Head":[164],"Algorithm.":[166],"performance":[168],"evaluation":[169],"based":[171],"on":[172],"regarding":[174],"clusters'":[176],"lifetime.":[177],"results":[179],"outline":[180],"outperforms":[185],"bibliography":[191],"both":[192],"cluster":[194,197],"and":[196],"size.":[198]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}