{"id":"https://openalex.org/W2791279818","doi":"https://doi.org/10.1109/access.2018.2837692","title":"Big Data Analytics, Machine Learning, and Artificial Intelligence in Next-Generation Wireless Networks","display_name":"Big Data Analytics, Machine Learning, and Artificial Intelligence in Next-Generation Wireless Networks","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2791279818","doi":"https://doi.org/10.1109/access.2018.2837692","mag":"2791279818"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2837692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2837692","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2837692","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073701800","display_name":"Mirza Golam Kibria","orcid":"https://orcid.org/0000-0002-1802-0064"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Mirza Golam Kibria","raw_affiliation_strings":["Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan"],"raw_orcid":"https://orcid.org/0000-0002-1802-0064","affiliations":[{"raw_affiliation_string":"Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077043884","display_name":"Kien Nguyen","orcid":"https://orcid.org/0000-0003-0400-3084"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kien Nguyen","raw_affiliation_strings":["Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan"],"raw_orcid":"https://orcid.org/0000-0003-0400-3084","affiliations":[{"raw_affiliation_string":"Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037489860","display_name":"Gabriel Porto Villardi","orcid":"https://orcid.org/0000-0002-4238-3885"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Gabriel Porto Villardi","raw_affiliation_strings":["Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034781219","display_name":"Ou Zhao","orcid":"https://orcid.org/0000-0002-6293-2765"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ou Zhao","raw_affiliation_strings":["Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052591259","display_name":"Kentaro Ishizu","orcid":"https://orcid.org/0000-0002-3983-9802"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kentaro Ishizu","raw_affiliation_strings":["Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan","institution_ids":["https://openalex.org/I90023481"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021045258","display_name":"Fumihide Kojima","orcid":"https://orcid.org/0000-0002-1204-4583"},"institutions":[{"id":"https://openalex.org/I90023481","display_name":"National Institute of Information and Communications Technology","ror":"https://ror.org/016bgq349","country_code":"JP","type":"facility","lineage":["https://openalex.org/I90023481"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fumihide Kojima","raw_affiliation_strings":["Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wireless Systems Laboratory,Wireless Networks Research Center, National Institute of Information and Communications Technology, Yokosuka, Japan","institution_ids":["https://openalex.org/I90023481"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":28.021,"has_fulltext":false,"cited_by_count":519,"citation_normalized_percentile":{"value":0.99792836,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"32328","last_page":"32338"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994999766349792,"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/T11896","display_name":"Opportunistic and Delay-Tolerant Networks","score":0.9994000196456909,"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/T13553","display_name":"Age of Information Optimization","score":0.9994000196456909,"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/computer-science","display_name":"Computer science","score":0.825058102607727},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.7800190448760986},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5948059558868408},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.5177296996116638},{"id":"https://openalex.org/keywords/predictive-analytics","display_name":"Predictive analytics","score":0.4776921570301056},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.45390546321868896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4317163825035095},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.40062272548675537},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3821297287940979},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3607991337776184},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3083488941192627},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.20532453060150146},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10233378410339355}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.825058102607727},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.7800190448760986},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5948059558868408},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.5177296996116638},{"id":"https://openalex.org/C83209312","wikidata":"https://www.wikidata.org/wiki/Q1053367","display_name":"Predictive analytics","level":2,"score":0.4776921570301056},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.45390546321868896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4317163825035095},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.40062272548675537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3821297287940979},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3607991337776184},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3083488941192627},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.20532453060150146},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10233378410339355}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2018.2837692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2837692","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8b7f6b29d5b24fdc913d8073e6e08287","is_oa":true,"landing_page_url":"https://doaj.org/article/8b7f6b29d5b24fdc913d8073e6e08287","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 32328-32338 (2018)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2837692","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2837692","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6200000047683716,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1526455201","https://openalex.org/W1906224694","https://openalex.org/W2024877464","https://openalex.org/W2098563066","https://openalex.org/W2103972037","https://openalex.org/W2562947506","https://openalex.org/W2574035466","https://openalex.org/W2579086357","https://openalex.org/W2583199091","https://openalex.org/W2599116359","https://openalex.org/W2623357190","https://openalex.org/W2624494617","https://openalex.org/W2727935265","https://openalex.org/W2734408173","https://openalex.org/W2738902735","https://openalex.org/W2764155154","https://openalex.org/W2773405367","https://openalex.org/W2798741797","https://openalex.org/W2950937143"],"related_works":["https://openalex.org/W2052370551","https://openalex.org/W2570647323","https://openalex.org/W2206805568","https://openalex.org/W2076942471","https://openalex.org/W2515921780","https://openalex.org/W2863268765","https://openalex.org/W2948559760","https://openalex.org/W3027285423","https://openalex.org/W2805665112","https://openalex.org/W4238120086"],"abstract_inverted_index":{"The":[0,23,96],"next-generation":[1,140,226],"wireless":[2,141],"networks":[3,76],"are":[4,64,199],"evolving":[5],"into":[6],"very":[7,13],"complex":[8,75],"systems":[9],"because":[10],"of":[11,32,86,104,115,168,175,193,210,215],"the":[12,29,33,108,111,116,123,144,159,166,169,173,181,213,225],"diversified":[14],"service":[15],"requirements,":[16],"heterogeneity":[17],"in":[18,121,179,224],"applications,":[19],"devices,":[20],"and":[21,52,62,68,71,79,90,110,127,135,154,162,172,189,196,212,221],"networks.":[22],"network":[24,97,109,145,194],"operators":[25,98,146],"need":[26],"to":[27,101],"make":[28],"best":[30],"use":[31],"available":[34],"resources,":[35],"for":[36,165],"example,":[37],"power,":[38],"spectrum,":[39],"as":[40,42,130,132],"well":[41,131],"infrastructures.":[43],"Traditional":[44],"networking":[45,92],"approaches,":[46,51],"i.e.,":[47],"reactive,":[48],"centrally-managed,":[49],"one-size-fits-all":[50],"conventional":[53],"data":[54,118,149,160,170,202,218],"analysis":[55],"tools":[56],"that":[57,73],"have":[58,99],"limited":[59],"capability":[60],"(space":[61],"time)":[63],"not":[65],"competent":[66],"anymore":[67],"cannot":[69],"satisfy":[70],"serve":[72],"future":[74],"regarding":[77,184],"operation":[78,134],"optimization":[80,197],"cost":[81],"effectively.":[82],"A":[83,191],"novel":[84],"paradigm":[85],"proactive,":[87],"self-aware,":[88,186],"self-adaptive,":[89,187],"predictive":[91],"is":[93],"much":[94],"needed.":[95],"access":[100],"large":[102],"amounts":[103],"data,":[105],"especially":[106],"from":[107],"subscribers.":[112],"Systematic":[113],"exploitation":[114],"big":[117,217],"dramatically":[119],"helps":[120],"making":[122,180],"system":[124,182],"smart,":[125],"intelligent,":[126],"facilitates":[128],"efficient":[129],"cost-effective":[133],"optimization.":[136],"We":[137,157],"envision":[138],"data-driven":[139],"networks,":[142],"where":[143],"employ":[147],"advanced":[148],"analytics,":[150,171,219],"machine":[151],"learning":[152],"(ML),":[153],"artificial":[155,177,222],"intelligence.":[156],"discuss":[158],"sources":[161],"strong":[163],"drivers":[164],"adoption":[167],"role":[174],"ML,":[176,220],"intelligence":[178,223],"intelligent":[183],"being":[185],"proactive":[188],"prescriptive.":[190],"set":[192],"design":[195],"schemes":[198],"presented":[200],"concerning":[201],"analytics.":[203],"This":[204],"paper":[205],"concludes":[206],"with":[207],"a":[208],"discussion":[209],"challenges":[211],"benefits":[214],"adopting":[216],"communication":[227],"systems.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":62},{"year":2024,"cited_by_count":75},{"year":2023,"cited_by_count":61},{"year":2022,"cited_by_count":92},{"year":2021,"cited_by_count":83},{"year":2020,"cited_by_count":81},{"year":2019,"cited_by_count":46},{"year":2018,"cited_by_count":4}],"updated_date":"2026-06-13T07:54:00.901334","created_date":"2025-10-10T00:00:00"}