{"id":"https://openalex.org/W4413904404","doi":"https://doi.org/10.1109/meditcom64437.2025.11104421","title":"Performance Analysis of Mobile Wireless Networks Through Crowdsourcing Data Clustering","display_name":"Performance Analysis of Mobile Wireless Networks Through Crowdsourcing Data Clustering","publication_year":2025,"publication_date":"2025-07-07","ids":{"openalex":"https://openalex.org/W4413904404","doi":"https://doi.org/10.1109/meditcom64437.2025.11104421"},"language":"en","primary_location":{"id":"doi:10.1109/meditcom64437.2025.11104421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom64437.2025.11104421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","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/A5051755335","display_name":"Marco Sousa","orcid":"https://orcid.org/0000-0002-2471-170X"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M. Sousa","raw_affiliation_strings":["Instituto de Telecomunicações"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunicações","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081258184","display_name":"Pedro Vieira","orcid":"https://orcid.org/0000-0003-0279-8741"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"P. Vieira","raw_affiliation_strings":["Instituto de Telecomunicações"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunicações","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067309569","display_name":"Maria Paula Queluz","orcid":"https://orcid.org/0000-0003-0266-4022"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"M.P. Queluz","raw_affiliation_strings":["Instituto de Telecomunicações"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunicações","institution_ids":["https://openalex.org/I4210120471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084806650","display_name":"Andr\u00e9 Rodrigues","orcid":"https://orcid.org/0000-0002-0810-4619"},"institutions":[{"id":"https://openalex.org/I4210120471","display_name":"Instituto de Telecomunica\u00e7\u00f5es","ror":"https://ror.org/02ht4fk33","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210120471"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"A. Rodrigues","raw_affiliation_strings":["Instituto de Telecomunicações"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Instituto de Telecomunicações","institution_ids":["https://openalex.org/I4210120471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23189675,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9093000292778015,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9093000292778015,"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/crowdsourcing","display_name":"Crowdsourcing","score":0.8145056962966919},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6586015224456787},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6464083194732666},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.48463210463523865},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.46323439478874207},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.40486907958984375},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35532498359680176},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.31818053126335144},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.23284223675727844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11708852648735046}],"concepts":[{"id":"https://openalex.org/C62230096","wikidata":"https://www.wikidata.org/wiki/Q275969","display_name":"Crowdsourcing","level":2,"score":0.8145056962966919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6586015224456787},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6464083194732666},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.48463210463523865},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.46323439478874207},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.40486907958984375},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35532498359680176},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.31818053126335144},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.23284223675727844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11708852648735046}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/meditcom64437.2025.11104421","is_oa":false,"landing_page_url":"https://doi.org/10.1109/meditcom64437.2025.11104421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Mediterranean Conference on Communications and Networking (MeditCom)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1813449438","https://openalex.org/W1916352223","https://openalex.org/W2026472243","https://openalex.org/W2071698610","https://openalex.org/W2097749765","https://openalex.org/W2113586398","https://openalex.org/W2135033464","https://openalex.org/W2267204032","https://openalex.org/W2314839209","https://openalex.org/W2515288575","https://openalex.org/W2905515997","https://openalex.org/W2950102557","https://openalex.org/W2952380632","https://openalex.org/W2982542035","https://openalex.org/W3145004415","https://openalex.org/W3197251269","https://openalex.org/W4200142765","https://openalex.org/W4282979907","https://openalex.org/W4285034859","https://openalex.org/W4387063520","https://openalex.org/W4391788949"],"related_works":["https://openalex.org/W3032998312","https://openalex.org/W135177976","https://openalex.org/W4384486036","https://openalex.org/W1503094549","https://openalex.org/W2337920774","https://openalex.org/W4286908577","https://openalex.org/W2886410948","https://openalex.org/W2025875869","https://openalex.org/W4318823662","https://openalex.org/W3207526114"],"abstract_inverted_index":{"Crowdsourcing":[0],"data":[1,31,168],"has":[2],"emerged":[3],"as":[4,117],"a":[5,22,33,95,110,159],"valuable":[6],"resource":[7],"for":[8,24,169],"Mobile":[9],"Network":[10],"Operators":[11],"(MNOs),":[12],"offering":[13],"user-centric":[14],"insights":[15],"about":[16],"network":[17,26,170],"performance.":[18],"This":[19],"paper":[20],"introduces":[21],"methodology":[23,44,157],"identifying":[25],"performance":[27,79,126,171],"patterns":[28,127],"in":[29],"crowdsourced":[30],"using":[32],"combination":[34],"of":[35,59,91,98,132,166],"clustering":[36,47,71,92,105],"algorithms":[37],"and":[38,55,173],"Clustering":[39,50,58],"Validity":[40],"Indexes":[41],"(CVIs).":[42],"The":[43,81,121,155],"integrates":[45],"well-established":[46],"algorithms-K-means,":[48],"Spectral":[49],"(SC),Gaussian":[51],"Mixture":[52],"Model":[53],"(GMM),":[54],"Density-Based":[56],"Spatial":[57],"Applications":[60],"with":[61,113,138],"Noise":[62],"(DBSCAN)-with":[63],"the":[64,78,89,99,103,114,118,130,139,164],"Euclidean":[65],"Distance-Optimized":[66],"(EDO)":[67],"transformation,":[68],"which":[69],"improves":[70],"results":[72],"by":[73],"addressing":[74],"non-normal":[75],"distributions":[76],"within":[77],"variables.":[80],"proposed":[82,156],"approach":[83],"applies":[84],"multiple":[85],"CVIs":[86],"to":[87,143,152],"evaluate":[88],"quality":[90],"partitions,":[93],"ensuring":[94],"comprehensive":[96],"evaluation":[97],"crowdsourcing":[100,167],"dataset.":[101],"Then,":[102],"optimal":[104],"solution":[106],"is":[107],"selected":[108,119],"through":[109],"voting":[111],"mechanism,":[112],"SC":[115],"emerging":[116],"one.":[120],"analysis":[122,172],"revealed":[123],"two":[124],"distinct":[125],"resulting":[128],"from":[129],"use":[131],"different":[133],"Radio":[134],"Access":[135],"Technologies":[136],"(RATs),":[137],"EDO":[140],"transformation":[141],"proving":[142],"be":[144],"more":[145],"effective,":[146],"yielding":[147],"higher-quality":[148],"cluster":[149],"partitions":[150],"compared":[151],"conventional":[153],"z-standardisation.":[154],"represents":[158],"structured":[160],"step":[161],"toward":[162],"augmenting":[163],"application":[165],"optimisation.":[174]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}