{"id":"https://openalex.org/W4410825138","doi":"https://doi.org/10.1145/3716554.3716626","title":"A Deep Learning Approach to User Allocation in a 5th Generation Network","display_name":"A Deep Learning Approach to User Allocation in a 5th Generation Network","publication_year":2024,"publication_date":"2024-12-13","ids":{"openalex":"https://openalex.org/W4410825138","doi":"https://doi.org/10.1145/3716554.3716626"},"language":"en","primary_location":{"id":"doi:10.1145/3716554.3716626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716554.3716626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716626","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716626","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083583726","display_name":"Ioannis Konstantoulas","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Ioannis Konstantoulas","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014363891","display_name":"Iliana Loi","orcid":"https://orcid.org/0000-0001-9112-0638"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Iliana Loi","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012058127","display_name":"Kyriakos Sgarbas","orcid":"https://orcid.org/0000-0002-1797-1343"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kyriakos Sgarbas","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027834880","display_name":"\u0391\u03c0\u03cc\u03c3\u03c4\u03bf\u03bb\u03bf\u03c2 \u0393\u03ba\u03ac\u03bc\u03b1\u03c2","orcid":"https://orcid.org/0000-0003-0966-5140"},"institutions":[{"id":"https://openalex.org/I194019607","display_name":"University of Ioannina","ror":"https://ror.org/01qg3j183","country_code":"GR","type":"education","lineage":["https://openalex.org/I194019607"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Apostolos Gkamas","raw_affiliation_strings":["Department of Chemistry, University of Ioannina, Ioannina, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Chemistry, University of Ioannina, Ioannina, Greece","institution_ids":["https://openalex.org/I194019607"]}]},{"author_position":"last","author":{"id":null,"display_name":"Christos Bouras","orcid":"https://orcid.org/0000-0001-9160-2274"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Bouras","raw_affiliation_strings":["Computer Engineering and Informatics Department, University of Patras, Patras, Greece"],"affiliations":[{"raw_affiliation_string":"Computer Engineering and Informatics Department, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083583726"],"corresponding_institution_ids":["https://openalex.org/I174878644"],"apc_list":null,"apc_paid":null,"fwci":0.343,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.66935037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"478","last_page":"482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996999979019165,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.996999979019165,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.9925000071525574,"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/computer-science","display_name":"Computer science","score":0.7373757362365723},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4660879969596863},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4423690140247345},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3860704302787781}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7373757362365723},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4660879969596863},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4423690140247345},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3860704302787781}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3716554.3716626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716554.3716626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716626","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3716554.3716626","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3716554.3716626","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3716554.3716626","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 28th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7345030445","display_name":null,"funder_award_id":"02440","funder_id":"https://openalex.org/F4320327859","funder_display_name":"Hellenic Foundation for Research and Innovation"}],"funders":[{"id":"https://openalex.org/F4320327859","display_name":"Hellenic Foundation for Research and Innovation","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410825138.pdf","grobid_xml":"https://content.openalex.org/works/W4410825138.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W2919115771","https://openalex.org/W2981376980","https://openalex.org/W3005801438","https://openalex.org/W3038758569","https://openalex.org/W3092492026","https://openalex.org/W3093583242","https://openalex.org/W3122487705","https://openalex.org/W3157933652","https://openalex.org/W3193507375","https://openalex.org/W3203173188","https://openalex.org/W4225725726","https://openalex.org/W4313827185","https://openalex.org/W4321488726","https://openalex.org/W4324319988","https://openalex.org/W4385797558","https://openalex.org/W4388901892","https://openalex.org/W4401808962"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W4360585206","https://openalex.org/W4321369474","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756","https://openalex.org/W3086377361"],"abstract_inverted_index":{"In":[0],"the":[1,16,19,41,50,56,60],"current":[2],"5G":[3,33],"cellular":[4],"telecommunication":[5],"networks,":[6],"resource":[7,30],"allocation":[8,31],"is":[9,82],"a":[10,65,69],"main":[11],"optimization":[12],"target":[13],"to":[14],"meet":[15,49],"demands":[17,54],"of":[18,43,55,72,77],"network":[20,57],"and":[21,52,58,84,89],"its":[22],"users.In":[23],"this":[24],"work,":[25],"we":[26],"focus":[27],"on":[28],"optimizing":[29],"in":[32,64],"Multiple":[34,36],"Input":[35],"Output":[37],"(MIMO)":[38],"networks":[39],"with":[40],"assistance":[42],"Deep":[44],"Learning":[45,79],"Artificial":[46],"Neural":[47],"Networks.To":[48],"complex":[51],"dynamic":[53],"users":[59],"models":[61],"are":[62],"trained":[63],"realistic":[66],"scenario":[67],"using":[68],"large":[70,75],"variety":[71],"user":[73],"circumstances.A":[74],"contingent":[76],"Machine":[78],"model":[80],"architectures":[81],"tried":[83],"cataloged":[85],"comparing":[86],"their":[87],"performance":[88],"accuracy.":[90]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}