{"id":"https://openalex.org/W7219971984","doi":null,"title":"6G Transformation Systems: AI-Powered Slicing for IoT and Terahertz Waves Applications","display_name":"6G Transformation Systems: AI-Powered Slicing for IoT and Terahertz Waves Applications","publication_year":2025,"publication_date":"2025-10-03","ids":{"openalex":"https://openalex.org/W7219971984"},"language":"en","primary_location":{"id":"pmh:oai:ojs.twistjournal.net:article/872","doi":null,"is_oa":true,"landing_page_url":"https://twistjournal.net/twist/article/view/872","pdf_url":"https://twistjournal.net/twist/article/download/872/553","source":{"id":"https://openalex.org/S7407075320","display_name":"TWIST","issn_l":"3119-9917","issn":["3119-9917"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3119-9917","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://twistjournal.net/twist/article/download/872/553","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072375051","display_name":"Mohamed Khalif Ali","orcid":"https://orcid.org/0000-0001-7312-1493","observed_orcids":["https://orcid.org/0000-0001-7312-1493"]},"institutions":[{"id":"https://openalex.org/I4210157016","display_name":"Somali International University","ror":"https://ror.org/05cteqc05","country_code":"SO","type":"education","lineage":["https://openalex.org/I4210157016"]}],"countries":["SO"],"is_corresponding":false,"raw_author_name":"Khalif Ali, Mohamed","raw_affiliation_strings":["Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia","institution_ids":["https://openalex.org/I4210157016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5157319732","display_name":"Nur Ali Abdullahi","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210157016","display_name":"Somali International University","ror":"https://ror.org/05cteqc05","country_code":"SO","type":"education","lineage":["https://openalex.org/I4210157016"]}],"countries":["SO"],"is_corresponding":false,"raw_author_name":"Ali Abdullahi, Nur","raw_affiliation_strings":["Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia","institution_ids":["https://openalex.org/I4210157016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5156854319","display_name":"Abdinor Abukar Ahmed","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210157016","display_name":"Somali International University","ror":"https://ror.org/05cteqc05","country_code":"SO","type":"education","lineage":["https://openalex.org/I4210157016"]}],"countries":["SO"],"is_corresponding":false,"raw_author_name":"Abukar Ahmed, Abdinor","raw_affiliation_strings":["Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia","institution_ids":["https://openalex.org/I4210157016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5157310291","display_name":"Abdullahi Mohamoud Amir","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210157016","display_name":"Somali International University","ror":"https://ror.org/05cteqc05","country_code":"SO","type":"education","lineage":["https://openalex.org/I4210157016"]}],"countries":["SO"],"is_corresponding":false,"raw_author_name":"Mohamoud Amir, Abdullahi","raw_affiliation_strings":["Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Engineering and Computer Technology,  Somali International University (SIU), Mogadishu, Somalia","institution_ids":["https://openalex.org/I4210157016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210157016"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10714","display_name":"Software-Defined Networks and 5G","score":0.9980000257492065,"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9980000257492065,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.0008999999845400453,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/6g-networks","display_name":"6G","score":0.9950000047683716},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.8450000286102295},{"id":"https://openalex.org/keywords/terahertz-communication","display_name":"terahertz communication","score":0.9190000295639038},{"id":"https://openalex.org/keywords/dynamic-resource-allocation","display_name":"dynamic resource allocation","score":0.875},{"id":"https://openalex.org/keywords/classifier-comparison","display_name":"classifier comparison","score":0.8730000257492065},{"id":"https://openalex.org/keywords/bayesian-analysis","display_name":"Bayesian analysis","score":0.9330000281333923},{"id":"https://openalex.org/keywords/k-nearest-neighbors","display_name":"k-nearest neighbors","score":0.9819999933242798},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.8980000019073486},{"id":"https://openalex.org/keywords/decision-tree","display_name":"decision tree","score":1.0},{"id":"https://openalex.org/keywords/industry-4-0","display_name":"Industry 4.0","score":0.8899999856948853},{"id":"https://openalex.org/keywords/network-management","display_name":"network management","score":0.5699999928474426}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6581000089645386},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.5989000201225281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5414000153541565},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5038999915122986},{"id":"https://openalex.org/C107816215","wikidata":"https://www.wikidata.org/wiki/Q647887","display_name":"Terahertz radiation","level":2,"score":0.4848000109195709},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.4810999929904938},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.45339998602867126},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44830000400543213},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4221999943256378},{"id":"https://openalex.org/C70587473","wikidata":"https://www.wikidata.org/wiki/Q7834111","display_name":"Transformative learning","level":2,"score":0.4023999869823456},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3930000066757202},{"id":"https://openalex.org/C55282118","wikidata":"https://www.wikidata.org/wiki/Q252683","display_name":"Snapshot (computer storage)","level":2,"score":0.383899986743927},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C2776111576","wikidata":"https://www.wikidata.org/wiki/Q495462","display_name":"Microbolometer","level":4,"score":0.3675000071525574},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.3650999963283539},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.36010000109672546},{"id":"https://openalex.org/C509933004","wikidata":"https://www.wikidata.org/wiki/Q194163","display_name":"Broadband","level":2,"score":0.34689998626708984},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.33250001072883606},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.31189998984336853},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.3057999908924103},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.296999990940094},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.296099990606308},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.27970001101493835},{"id":"https://openalex.org/C2983117007","wikidata":"https://www.wikidata.org/wiki/Q7315831","display_name":"Resource planning","level":2,"score":0.27549999952316284},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2705000042915344},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.26660001277923584},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.26420000195503235},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.26080000400543213}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:ojs.twistjournal.net:article/872","doi":null,"is_oa":true,"landing_page_url":"https://twistjournal.net/twist/article/view/872","pdf_url":"https://twistjournal.net/twist/article/download/872/553","source":{"id":"https://openalex.org/S7407075320","display_name":"TWIST","issn_l":"3119-9917","issn":["3119-9917"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3119-9917","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:ojs.twistjournal.net:article/872","doi":null,"is_oa":true,"landing_page_url":"https://twistjournal.net/twist/article/view/872","pdf_url":"https://twistjournal.net/twist/article/download/872/553","source":{"id":"https://openalex.org/S7407075320","display_name":"TWIST","issn_l":"3119-9917","issn":["3119-9917"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3119-9917","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":1.0,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7219971984.pdf","grobid_xml":"https://content.openalex.org/works/W7219971984.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4409097894","https://openalex.org/W7214110861","https://openalex.org/W7084158597","https://openalex.org/W7213549170","https://openalex.org/W4413860766","https://openalex.org/W4407320480","https://openalex.org/W7128917139","https://openalex.org/W4410858242","https://openalex.org/W4366005361","https://openalex.org/W7165644701"],"abstract_inverted_index":{"The":[0],"arrival":[1],"of":[2,17,26,31,36,78,175,185],"6G":[3,32,88,190,206],"networks":[4],"potentials":[5],"to":[6],"revolutionize":[7],"telecommunications,":[8],"driving":[9],"innovation":[10],"in":[11,40,108,115,121,131,141,146,152,202],"key":[12],"extents":[13],"like":[14],"the":[15,27,34,63,73,76,160,173,177,182,189],"Internet":[16],"Things":[18],"(IoT)":[19],"and":[20,58,66,99,133,155,170],"Terahertz":[21],"(THz)":[22],"wave":[23,60],"applications.":[24],"One":[25],"most":[28],"transformative":[29],"features":[30],"is":[33,195],"incorporation":[35],"Artificial":[37],"Intelligence":[38],"(AI)":[39],"network":[41,46],"management,":[42],"particularly":[43],"through":[44],"AI-powered":[45],"slicing.":[47],"This":[48,192],"approach":[49],"enables":[50],"dynamic":[51],"resource":[52],"allocation,":[53],"ensuring":[54],"that":[55,163],"IoT":[56,132],"devices":[57],"THz":[59],"applications":[61,117,143],"receive":[62],"optimal":[64],"bandwidth":[65],"latency":[67],"for":[68,105,197],"their":[69,106],"specific":[70,183],"requirements.":[71],"Moreover,":[72],"study":[74],"evaluates":[75],"efficacy":[77],"different":[79],"machine":[80,165,199],"learning":[81,166,200],"models":[82],"across":[83],"various":[84],"categories":[85,122],"within":[86,188,205],"a":[87],"dataset.":[89,191],"Bayesian":[90,111],"Methods,":[91],"K-Nearest":[92],"Neighbors":[93],"(KNN),":[94],"Support":[95],"Vector":[96],"Machine":[97],"(SVM),":[98],"Decision":[100,148],"Trees":[101,149],"(DT)":[102],"are":[103],"examined":[104],"performance":[107,140],"distinct":[109],"sectors.":[110],"Methods":[112],"exhibit":[113],"effectiveness":[114],"IoT-related":[116],"but":[118,144],"show":[119],"limitations":[120],"such":[123],"as":[124],"Industry":[125,156],"4.0.":[126],"KNN":[127],"demonstrates":[128],"high":[129],"compatibility":[130],"non-GBR":[134,142],"sectors,":[135],"while":[136],"SVM":[137],"displays":[138],"strong":[139],"struggles":[145],"others.":[147],"perform":[150],"well":[151],"IoT,":[153],"non-GBR,":[154],"4.0":[157],"categories.":[158],"Ultimately,":[159],"research":[161],"concludes":[162],"each":[164,186],"model":[167,179],"exhibits":[168],"strengths":[169],"weaknesses,":[171],"emphasizing":[172],"importance":[174],"selecting":[176],"appropriate":[178],"based":[180],"on":[181],"requirements":[184],"category":[187],"nuanced":[193],"understanding":[194],"critical":[196],"leveraging":[198],"effectively":[201],"optimizing":[203],"connectivity":[204],"networks.":[207]},"counts_by_year":[],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2026-10-05T00:00:00"}
