{"id":"https://openalex.org/W4280530853","doi":"https://doi.org/10.1109/wcnc51071.2022.9771805","title":"A Machine Learning Methodology for Dynamic QoX Management in Modern Networks","display_name":"A Machine Learning Methodology for Dynamic QoX Management in Modern Networks","publication_year":2022,"publication_date":"2022-04-10","ids":{"openalex":"https://openalex.org/W4280530853","doi":"https://doi.org/10.1109/wcnc51071.2022.9771805"},"language":"en","primary_location":{"id":"doi:10.1109/wcnc51071.2022.9771805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc51071.2022.9771805","pdf_url":null,"source":{"id":"https://openalex.org/S4363607776","display_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","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/A5044218328","display_name":"Leire Cristobo","orcid":"https://orcid.org/0000-0002-2868-6353"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Leire Cristobo","raw_affiliation_strings":["University of the Basque Country (UPV/EHU),Faculty of Engineering in Bilbao,Bilbao,Spain","Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Basque Country (UPV/EHU),Faculty of Engineering in Bilbao,Bilbao,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091074590","display_name":"Eva Ibarrola","orcid":"https://orcid.org/0000-0002-7704-6096"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eva Ibarrola","raw_affiliation_strings":["University of the Basque Country (UPV/EHU),Faculty of Engineering in Bilbao,Bilbao,Spain","Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Basque Country (UPV/EHU),Faculty of Engineering in Bilbao,Bilbao,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020996778","display_name":"Mark Davis","orcid":"https://orcid.org/0000-0003-3688-8868"},"institutions":[{"id":"https://openalex.org/I4210144925","display_name":"Technological University Dublin","ror":"https://ror.org/04t0qbt32","country_code":"IE","type":"education","lineage":["https://openalex.org/I4210144925"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Mark Davis","raw_affiliation_strings":["Technological University Dublin (TU Dublin),School of Electrical and Electronic Engineering,Dublin,Ireland","School of Electrical and Electronic Engineering, Technological University Dublin (TU Dublin), Dublin, Ireland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technological University Dublin (TU Dublin),School of Electrical and Electronic Engineering,Dublin,Ireland","institution_ids":["https://openalex.org/I4210144925"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Technological University Dublin (TU Dublin), Dublin, Ireland","institution_ids":["https://openalex.org/I4210144925"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014968029","display_name":"Itziar Casado-O\u2019Mara","orcid":null},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Itziar Casado-O'mara","raw_affiliation_strings":["University of the Basque Country (UPV/EHU),Faculty of Engineering in Bilbao,Bilbao,Spain","Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of the Basque Country (UPV/EHU),Faculty of Engineering in Bilbao,Bilbao,Spain","institution_ids":["https://openalex.org/I169108374"]},{"raw_affiliation_string":"Faculty of Engineering in Bilbao, University of the Basque Country (UPV/EHU), Bilbao, Spain","institution_ids":["https://openalex.org/I169108374"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"126","last_page":"131"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12384","display_name":"Customer churn and segmentation","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1406","display_name":"Marketing"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9872999787330627,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T11165","display_name":"Image and Video Quality Assessment","score":0.9814000129699707,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7655009031295776},{"id":"https://openalex.org/keywords/virtualization","display_name":"Virtualization","score":0.6800786256790161},{"id":"https://openalex.org/keywords/quality-of-experience","display_name":"Quality of experience","score":0.6507117748260498},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.6401104927062988},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6304934024810791},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6022071242332458},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5099257230758667},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3301246166229248},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.26426786184310913},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.19958451390266418}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7655009031295776},{"id":"https://openalex.org/C513985346","wikidata":"https://www.wikidata.org/wiki/Q270471","display_name":"Virtualization","level":3,"score":0.6800786256790161},{"id":"https://openalex.org/C2779333187","wikidata":"https://www.wikidata.org/wiki/Q3132648","display_name":"Quality of experience","level":3,"score":0.6507117748260498},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.6401104927062988},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6304934024810791},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6022071242332458},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5099257230758667},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3301246166229248},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.26426786184310913},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19958451390266418},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wcnc51071.2022.9771805","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wcnc51071.2022.9771805","pdf_url":null,"source":{"id":"https://openalex.org/S4363607776","display_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Wireless Communications and Networking Conference (WCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1498320273","https://openalex.org/W1503947889","https://openalex.org/W1985609698","https://openalex.org/W2039411039","https://openalex.org/W2040823429","https://openalex.org/W2055223676","https://openalex.org/W2055316338","https://openalex.org/W2078704831","https://openalex.org/W2086253016","https://openalex.org/W2114247737","https://openalex.org/W2252701286","https://openalex.org/W2727112484","https://openalex.org/W2774701162","https://openalex.org/W2887881998","https://openalex.org/W2889910093","https://openalex.org/W2921952582","https://openalex.org/W2926938737","https://openalex.org/W2945834336","https://openalex.org/W2965430799","https://openalex.org/W4231671689","https://openalex.org/W4249932405","https://openalex.org/W6629671679","https://openalex.org/W6630056180","https://openalex.org/W6646568952"],"related_works":["https://openalex.org/W4244478748","https://openalex.org/W2032233321","https://openalex.org/W4223488648","https://openalex.org/W2134969820","https://openalex.org/W2251605416","https://openalex.org/W4389340727","https://openalex.org/W4205786897","https://openalex.org/W3150465815","https://openalex.org/W1997222214","https://openalex.org/W2044415708"],"abstract_inverted_index":{"Modern":[0],"communication":[1],"networks":[2,99],"are":[3,42,50,68,126],"increasingly":[4],"embracing":[5],"multiple":[6],"and":[7,24,46,82,108,130],"heterogeneous":[8],"technologies.":[9],"Making":[10],"them":[11,79],"work":[12],"in":[13,97],"a":[14,91],"cooperative":[15],"way":[16],"is":[17,73,100],"crucial":[18],"to":[19,74,80,128],"fulfill":[20],"the":[21,44,76,84,103,109,133],"user&#x2019;s":[22],"requirements":[23],"enhance":[25],"their":[26],"quality":[27,61,106],"of":[28,105,111],"experience":[29],"(QoE).":[30],"Additionally,":[31],"integrative":[32],"network":[33,40,58,121],"architectures,":[34],"such":[35],"as":[36],"cloud":[37],"computing":[38],"or":[39],"virtualization":[41],"changing":[43,112],"market":[45],"new":[47],"business":[48],"opportunities":[49],"emerging":[51],"for":[52,93],"service":[53],"providers.":[54],"In":[55,88],"this":[56,89],"complex":[57],"environment,":[59],"many":[60],"indicators":[62,107],"(KQI,":[63],"KPI,":[64],"KRI,":[65],"KBO,":[66],"etc.)":[67],"involved.":[69],"The":[70],"big":[71],"challenge":[72],"find":[75],"relationships":[77],"between":[78],"achieve":[81],"guarantee":[83],"global":[85],"QoS":[86],"(QoX).":[87],"paper,":[90],"methodology":[92],"dynamic":[94],"QoX":[95],"management":[96],"modern":[98,120],"presented.":[101],"Considering":[102],"number":[104],"variety":[110],"factors":[113],"that":[114],"may":[115],"have":[116],"an":[117],"influence":[118],"on":[119],"environments,":[122],"machine":[123],"learning":[124],"techniques":[125],"proposed":[127],"effectively":[129],"dynamically":[131],"manage":[132],"QoX.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
