{"id":"https://openalex.org/W2918090311","doi":"https://doi.org/10.1109/glocom.2018.8647627","title":"Feature-Selection Based Data Prioritization in Mobile Traffic Prediction Using Machine Learning","display_name":"Feature-Selection Based Data Prioritization in Mobile Traffic Prediction Using Machine Learning","publication_year":2018,"publication_date":"2018-12-01","ids":{"openalex":"https://openalex.org/W2918090311","doi":"https://doi.org/10.1109/glocom.2018.8647627","mag":"2918090311"},"language":"en","primary_location":{"id":"doi:10.1109/glocom.2018.8647627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","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/A5103955051","display_name":"Yoshinobu Yamada","orcid":null},"institutions":[{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]},{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Yoshinobu Yamada","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087831856","display_name":"Ryoichi Shinkuma","orcid":"https://orcid.org/0000-0003-2842-8941"},"institutions":[{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryoichi Shinkuma","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067787810","display_name":"Takehiro Sato","orcid":"https://orcid.org/0000-0002-6253-0942"},"institutions":[{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takehiro Sato","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047825950","display_name":"Eiji Oki","orcid":"https://orcid.org/0000-0003-2177-5027"},"institutions":[{"id":"https://openalex.org/I39012071","display_name":"Kyoto College of Graduate Studies for Informatics","ror":"https://ror.org/05mzj8a56","country_code":"JP","type":"education","lineage":["https://openalex.org/I39012071"]},{"id":"https://openalex.org/I22299242","display_name":"Kyoto University","ror":"https://ror.org/02kpeqv85","country_code":"JP","type":"education","lineage":["https://openalex.org/I22299242"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Eiji Oki","raw_affiliation_strings":["Graduate School of Informatics, Kyoto University, Kyoto, Japan"],"affiliations":[{"raw_affiliation_string":"Graduate School of Informatics, Kyoto University, Kyoto, Japan","institution_ids":["https://openalex.org/I39012071","https://openalex.org/I22299242"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103955051"],"corresponding_institution_ids":["https://openalex.org/I22299242","https://openalex.org/I39012071"],"apc_list":null,"apc_paid":null,"fwci":2.0299,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.88519156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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/T10714","display_name":"Software-Defined Networks and 5G","score":0.9991999864578247,"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":0.9991999864578247,"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/T10138","display_name":"Network Traffic and Congestion Control","score":0.9991000294685364,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/prioritization","display_name":"Prioritization","score":0.827385663986206},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8030756711959839},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7694159150123596},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5661419630050659},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.550244152545929},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5280740261077881},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5124731659889221},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3666344881057739},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12355491518974304}],"concepts":[{"id":"https://openalex.org/C2777615720","wikidata":"https://www.wikidata.org/wiki/Q11888847","display_name":"Prioritization","level":2,"score":0.827385663986206},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8030756711959839},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7694159150123596},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5661419630050659},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.550244152545929},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5280740261077881},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5124731659889221},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3666344881057739},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12355491518974304},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/glocom.2018.8647627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/glocom.2018.8647627","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE Global Communications Conference (GLOBECOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320307791","display_name":"Cisco Systems","ror":"https://ror.org/03yt1ez60"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1541288193","https://openalex.org/W1577493656","https://openalex.org/W1873332500","https://openalex.org/W1875061881","https://openalex.org/W1986620394","https://openalex.org/W2006331477","https://openalex.org/W2009139797","https://openalex.org/W2014915963","https://openalex.org/W2040340473","https://openalex.org/W2040884411","https://openalex.org/W2066296745","https://openalex.org/W2080046268","https://openalex.org/W2101234009","https://openalex.org/W2141826465","https://openalex.org/W2149772057","https://openalex.org/W2151585159","https://openalex.org/W2162542842","https://openalex.org/W2167101736","https://openalex.org/W2190432600","https://openalex.org/W2204457080","https://openalex.org/W2402846924","https://openalex.org/W2514159439","https://openalex.org/W2528824243","https://openalex.org/W2592817493","https://openalex.org/W2766680216","https://openalex.org/W2767289262","https://openalex.org/W2782347202","https://openalex.org/W2963035276","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W4300106150","https://openalex.org/W6639175750","https://openalex.org/W6675354045","https://openalex.org/W6682642761","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W3210877509","https://openalex.org/W4225360065","https://openalex.org/W4212852473","https://openalex.org/W3174196512","https://openalex.org/W3200179079","https://openalex.org/W3163334550","https://openalex.org/W2973799232","https://openalex.org/W4295514622","https://openalex.org/W3016925281","https://openalex.org/W3087493185"],"abstract_inverted_index":{"Recently,":[0],"the":[1,59,88,102,106,129,132,147,170,181,192,199,221],"demand":[2],"for":[3,109],"realtime":[4,54,95],"and":[5,17,71],"accurate":[6],"prediction":[7,32,57,135,165,196,218],"of":[8,61,131,154,158,183,209,217,223],"mobile":[9,26,55,96],"traffic":[10,15,36,56,62,79,97,111,125,143,159,184,225],"has":[11],"been":[12],"growing":[13],"in":[14,53,94,104,128,215],"engineering":[16],"dynamic":[18],"resource":[19],"allocation":[20],"that":[21,35,90,123],"work":[22],"to":[23,87,134,146,179,191],"handle":[24],"increased":[25],"data":[27,64,113,127,145,156,161,186],"traffic.":[28],"However,":[29],"most":[30],"conventional":[31],"techniques":[33],"assumed":[34],"logs":[37],"at":[38,42,66,198],"every":[39,43],"unit":[40],"time":[41],"base":[44,67,85,138,189],"station":[45,139],"are":[46,82],"perfectly":[47],"available.":[48],"This":[49],"assumption":[50],"is":[51,69,114,172],"critical":[52],"because":[58],"volume":[60,182],"log":[63,112,126,144,160,185,226],"collected":[65],"stations":[68,86,190],"huge":[70],"they":[72,81],"compete":[73],"bandwidth":[74,107],"with":[75,149],"normal":[76],"user":[77],"application":[78],"when":[80],"sent":[83,187],"from":[84,188],"server":[89,148,193],"performs":[91],"prediction.":[92],"Therefore,":[93],"prediction,":[98],"we":[99,119],"should":[100],"consider":[101],"condition":[103],"which":[105],"ensured":[108],"forwarding":[110],"limited.":[115],"In":[116],"this":[117],"paper,":[118],"propose":[120],"a":[121,206],"method":[122,176,214],"prioritizes":[124],"basis":[130],"contribution":[133],"accuracy;":[136],"each":[137,155],"sends":[140],"more":[141],"important":[142],"higher":[150],"priority.":[151],"The":[152,174],"importance":[153],"entry":[157,171],"means":[162],"how":[163],"much":[164],"accuracy":[166,197,219],"would":[167],"degrade":[168],"if":[169],"missing.":[173],"proposed":[175],"enables":[177],"us":[178],"reduce":[180],"while":[194],"maintaining":[195],"sufficient":[200],"level.":[201],"Our":[202],"simulation":[203],"study":[204],"using":[205],"real":[207],"dataset":[208],"mobile-traffic":[210],"measurement":[211],"validates":[212],"our":[213],"terms":[216],"under":[220],"limitation":[222],"available":[224],"data.":[227]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}