{"id":"https://openalex.org/W2968479417","doi":"https://doi.org/10.1109/access.2019.2934570","title":"An Automatic Event Detection Method for Massive Wireless Access Prediction","display_name":"An Automatic Event Detection Method for Massive Wireless Access Prediction","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2968479417","doi":"https://doi.org/10.1109/access.2019.2934570","mag":"2968479417"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2934570","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2934570","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08794596.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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://ieeexplore.ieee.org/ielx7/6287639/8600701/08794596.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091913123","display_name":"Mingyong Yin","orcid":"https://orcid.org/0000-0003-4119-8052"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingyong Yin","raw_affiliation_strings":["Cybersecurity Research Institute, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0003-4119-8052","affiliations":[{"raw_affiliation_string":"Cybersecurity Research Institute, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059891662","display_name":"Xingshu Chen","orcid":"https://orcid.org/0000-0002-8705-2617"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingshu Chen","raw_affiliation_strings":["Cybersecurity Research Institute, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cybersecurity Research Institute, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101769224","display_name":"Haizhou Wang","orcid":"https://orcid.org/0000-0002-0166-1164"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haizhou Wang","raw_affiliation_strings":["Cybersecurity Research Institute, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cybersecurity Research Institute, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075417376","display_name":"Qixu Wang","orcid":"https://orcid.org/0000-0002-3970-9290"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qixu Wang","raw_affiliation_strings":["Cybersecurity Research Institute, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-3970-9290","affiliations":[{"raw_affiliation_string":"Cybersecurity Research Institute, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036812879","display_name":"Chenxi Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210125143","display_name":"Chengdu University","ror":"https://ror.org/034z67559","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210125143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Ma","raw_affiliation_strings":["College of Computer Science, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I4210125143","https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024436387","display_name":"Xue Qin","orcid":"https://orcid.org/0000-0003-2736-7649"},"institutions":[{"id":"https://openalex.org/I96749437","display_name":"Texas A&M University \u2013 Corpus Christi","ror":"https://ror.org/01mrfdz82","country_code":"US","type":"education","lineage":["https://openalex.org/I96749437"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xue Qin","raw_affiliation_strings":["Department of Computing Sciences, Texas A&M University at Corpus Christi, Corpus Christi, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing Sciences, Texas A&M University at Corpus Christi, Corpus Christi, TX, USA","institution_ids":["https://openalex.org/I96749437"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5091913123"],"corresponding_institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210125143"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.1211,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46536636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"7","issue":null,"first_page":"113404","last_page":"113416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.9958999752998352,"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/T10651","display_name":"IPv6, Mobility, Handover, Networks, Security","score":0.9958999752998352,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9954000115394592,"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/T11478","display_name":"Caching and Content Delivery","score":0.9945999979972839,"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":0.8741587400436401},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5770110487937927},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5760913491249084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4676724374294281},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.4670886695384979},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4585655927658081},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4382423162460327},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4355791211128235},{"id":"https://openalex.org/keywords/feature-engineering","display_name":"Feature engineering","score":0.43169742822647095},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4245755672454834},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3598378896713257},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.19952163100242615}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8741587400436401},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5770110487937927},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5760913491249084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4676724374294281},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.4670886695384979},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4585655927658081},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4382423162460327},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4355791211128235},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.43169742822647095},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4245755672454834},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3598378896713257},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.19952163100242615},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2934570","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2934570","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08794596.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:6f4ea3effb13450697fffa0d9fb05cc6","is_oa":true,"landing_page_url":"https://doaj.org/article/6f4ea3effb13450697fffa0d9fb05cc6","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 7, Pp 113404-113416 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2934570","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2934570","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08794596.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G176525455","display_name":null,"funder_award_id":"SCU2018D022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G480574630","display_name":null,"funder_award_id":"SCU2018D018","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5038653329","display_name":null,"funder_award_id":"SCU2018D018","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5351475047","display_name":null,"funder_award_id":"SCU2018D022","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5352759081","display_name":null,"funder_award_id":"61802271","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5997664158","display_name":null,"funder_award_id":"61272447","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6398364802","display_name":null,"funder_award_id":"61802271","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8517145707","display_name":null,"funder_award_id":"61272447","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2968479417.pdf","grobid_xml":"https://content.openalex.org/works/W2968479417.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W168564468","https://openalex.org/W1614298861","https://openalex.org/W1890727290","https://openalex.org/W1958841408","https://openalex.org/W2013842895","https://openalex.org/W2066017940","https://openalex.org/W2072628044","https://openalex.org/W2107053095","https://openalex.org/W2157331557","https://openalex.org/W2165962657","https://openalex.org/W2250575108","https://openalex.org/W2250999640","https://openalex.org/W2327894203","https://openalex.org/W2356272092","https://openalex.org/W2475245295","https://openalex.org/W2508618307","https://openalex.org/W2532423614","https://openalex.org/W2558287987","https://openalex.org/W2594736069","https://openalex.org/W2789441909","https://openalex.org/W2792598060","https://openalex.org/W2796759045","https://openalex.org/W2805010728","https://openalex.org/W2808669017","https://openalex.org/W2901063805","https://openalex.org/W2998704965","https://openalex.org/W6606906144","https://openalex.org/W6636510571","https://openalex.org/W6640918135","https://openalex.org/W6680532216","https://openalex.org/W6684320127"],"related_works":["https://openalex.org/W4398232961","https://openalex.org/W2062195135","https://openalex.org/W4387478977","https://openalex.org/W2750075801","https://openalex.org/W3164948662","https://openalex.org/W4400413234","https://openalex.org/W3153597579","https://openalex.org/W4394398790","https://openalex.org/W4399455186","https://openalex.org/W2955050740"],"abstract_inverted_index":{"The":[0,37,185],"scale":[1],"of":[2,13,25,42,49,61,69,154,188,207,243],"mobile":[3],"users":[4],"for":[5,91,117,200,221,230,237,252],"parallel":[6],"access":[7,21,29,53],"is":[8,95,108,147],"constrained":[9],"by":[10,120],"the":[11,14,23,26,46,59,62,66,141,152,171,189,194,201,205,225,241],"capacity":[12,24],"base":[15,27],"stations.":[16],"When":[17],"extremely":[18],"dense":[19],"terminal":[20,52],"exceeds":[22],"stations,":[28],"failure":[30],"and":[31,40,45,84,124,169,174,182,209,245],"a":[32,74,109,112,135,162,213,249],"performance":[33],"degradation":[34],"will":[35],"occur.":[36],"early":[38],"detection":[39,48,68,255],"prediction":[41],"important":[43],"events":[44],"timely":[47],"possible":[50],"large-scale":[51],"are":[54],"significant":[55],"aspects":[56],"in":[57,228],"ensuring":[58],"quality":[60],"communication":[63,128],"achieved.":[64],"For":[65],"automatic":[67],"events,":[70],"methods":[71,181],"based":[72],"on":[73,179,240],"neural":[75,113,214,250],"network":[76,166,215,251],"can":[77,104,197],"learn":[78],"features":[79,143,211,247],"automatically":[80],"without":[81],"feature":[82,183],"engineering":[83],"have":[85],"been":[86],"proven":[87,217],"to":[88,111,149,167,218],"be":[89,219],"efficient":[90],"event":[92,156,172,254],"detection.":[93],"As":[94],"well":[96],"known,":[97],"constructing":[98],"an":[99,253],"adequate":[100],"input":[101],"vector":[102],"that":[103,139,193],"represent":[105],"sufficient":[106],"information":[107],"challenge":[110],"network-based":[114],"approach,":[115],"particularly":[116],"problems":[118],"caused":[119],"Chinese":[121,155],"word":[122,145],"segmentation":[123],"too":[125],"many":[126],"unknown":[127],"words.":[129],"To":[130],"cope":[131],"with":[132,144,151,212,248],"this":[133,222],"problem,":[134],"novel":[136],"representation":[137],"method":[138],"combines":[140],"different":[142,180,231],"vectors":[146],"proposed":[148,190],"deal":[150],"problem":[153],"trigger":[157,173],"identification.":[158],"We":[159],"then":[160],"use":[161,242],"gated":[163],"recurrent":[164],"unit":[165],"train":[168],"predict":[170],"carry":[175],"out":[176],"comparative":[177],"experiments":[178],"combinations.":[184],"experiment":[186],"results":[187],"model":[191],"show":[192],"F1":[195],"value":[196],"reach":[198],"84%":[199],"experimental":[202],"dataset.":[203],"Furthermore,":[204],"combination":[206],"lexical":[208,244],"syntactic":[210,246],"was":[216],"helpful":[220],"task,":[223],"although":[224],"contributions":[226],"vary":[227],"magnitude":[229],"features.":[232],"Our":[233],"study":[234],"provides":[235],"directions":[236],"further":[238],"research":[239],"task.":[256]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}