{"id":"https://openalex.org/W3013450362","doi":"https://doi.org/10.1109/ccnc46108.2020.9045473","title":"A Machine Learning-Based Technique for the Classification of Indoor/Outdoor Cellular Network Clients","display_name":"A Machine Learning-Based Technique for the Classification of Indoor/Outdoor Cellular Network Clients","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3013450362","doi":"https://doi.org/10.1109/ccnc46108.2020.9045473","mag":"3013450362"},"language":"en","primary_location":{"id":"doi:10.1109/ccnc46108.2020.9045473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc46108.2020.9045473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 17th Annual Consumer Communications &amp; Networking Conference (CCNC)","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/A5113877388","display_name":"Kareem Abdullah","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kareem Abdullah","raw_affiliation_strings":["Eventum IT Solutions"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eventum IT Solutions","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030696694","display_name":"Sara A. Attalla","orcid":null},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sara Attalla","raw_affiliation_strings":["The American University in Cairo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The American University in Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085692317","display_name":"Yasser Gadallah","orcid":"https://orcid.org/0000-0001-8099-505X"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Yasser Gadallah","raw_affiliation_strings":["The American University in Cairo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The American University in Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082656471","display_name":"Ayman Elezabi","orcid":"https://orcid.org/0000-0003-4793-3580"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Ayman Elezabi","raw_affiliation_strings":["The American University in Cairo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The American University in Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055400388","display_name":"Karim G. Seddik","orcid":"https://orcid.org/0000-0002-2279-592X"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Karim Seddik","raw_affiliation_strings":["The American University in Cairo"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The American University in Cairo","institution_ids":["https://openalex.org/I80693520"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103003766","display_name":"Ayman Gaber","orcid":"https://orcid.org/0000-0002-6763-234X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ayman Gaber","raw_affiliation_strings":["Vodafone Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vodafone Egypt","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032862568","display_name":"Dina Samak","orcid":"https://orcid.org/0009-0007-8897-7076"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dina Samak","raw_affiliation_strings":["Eventum IT Solutions"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Eventum IT Solutions","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6483,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.71259032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10575","display_name":"Wireless Communication Networks Research","score":0.9966999888420105,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9966999888420105,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9945999979972839,"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/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.8150328397750854},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.753014087677002},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.655298113822937},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6294283270835876},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.49819207191467285},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.4345459043979645},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1843395233154297}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8150328397750854},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.753014087677002},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.655298113822937},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6294283270835876},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.49819207191467285},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.4345459043979645},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1843395233154297}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccnc46108.2020.9045473","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccnc46108.2020.9045473","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 17th Annual Consumer Communications &amp; Networking Conference (CCNC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.49000000953674316}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1728842521","https://openalex.org/W1964231657","https://openalex.org/W2101807845","https://openalex.org/W2521200999","https://openalex.org/W2991450639","https://openalex.org/W4293713156","https://openalex.org/W6637572315"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3082059448","https://openalex.org/W4313640622","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5],"machine":[6,32],"learning-based":[7],"indoor/outdoor":[8],"(IO)":[9],"user":[10],"classification":[11,37],"algorithm":[12,34,41],"in":[13],"cellular":[14],"systems":[15],"as":[16],"pertains":[17],"to":[18],"3G":[19],"networks.":[20],"We":[21],"consider":[22],"different":[23],"scenarios.":[24],"The":[25],"experimental":[26],"results":[27],"show":[28],"that":[29,45],"the":[30,39],"best":[31],"learning":[33],"for":[35],"IO":[36],"is":[38],"boosting":[40],"with":[42],"an":[43],"accuracy":[44],"reaches":[46],"88.9%.":[47]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
