{"id":"https://openalex.org/W3177008180","doi":"https://doi.org/10.3390/s21134321","title":"ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs","display_name":"ATARI: A Graph Convolutional Neural Network Approach for Performance Prediction in Next-Generation WLANs","publication_year":2021,"publication_date":"2021-06-24","ids":{"openalex":"https://openalex.org/W3177008180","doi":"https://doi.org/10.3390/s21134321","mag":"3177008180","pmid":"https://pubmed.ncbi.nlm.nih.gov/34202649"},"language":"en","primary_location":{"id":"doi:10.3390/s21134321","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134321","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4321/pdf?version=1624530793","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/21/13/4321/pdf?version=1624530793","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028802750","display_name":"Paola Soto","orcid":"https://orcid.org/0000-0001-5906-6424"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]},{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["BE","CO"],"is_corresponding":true,"raw_author_name":"Paola Soto","raw_affiliation_strings":["Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium","Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia"],"raw_orcid":"https://orcid.org/0000-0001-5906-6424","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]},{"raw_affiliation_string":"Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072792091","display_name":"Miguel Camelo","orcid":"https://orcid.org/0000-0001-8152-7143"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Miguel Camelo","raw_affiliation_strings":["Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium"],"raw_orcid":"https://orcid.org/0000-0001-8152-7143","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084961388","display_name":"Kevin Mets","orcid":"https://orcid.org/0000-0002-4812-4841"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Kevin Mets","raw_affiliation_strings":["Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium"],"raw_orcid":"https://orcid.org/0000-0002-4812-4841","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087624896","display_name":"Francesc Wilhelmi","orcid":"https://orcid.org/0000-0003-3936-535X"},"institutions":[{"id":"https://openalex.org/I4210087295","display_name":"Centre Tecnologic de Telecomunicacions de Catalunya","ror":"https://ror.org/001cwea56","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210087295","https://openalex.org/I4387153040"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Francesc Wilhelmi","raw_affiliation_strings":["Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya, 08860 Castelldefels, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre Tecnol\u00f2gic de Telecomunicacions de Catalunya, 08860 Castelldefels, Spain","institution_ids":["https://openalex.org/I4210087295"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027392631","display_name":"David G\u00f3ez","orcid":"https://orcid.org/0000-0001-7658-0994"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"David G\u00f3ez","raw_affiliation_strings":["Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075586243","display_name":"Luis Fletscher","orcid":"https://orcid.org/0000-0003-1294-137X"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Luis A. Fletscher","raw_affiliation_strings":["Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-1294-137X","affiliations":[{"raw_affiliation_string":"Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037003123","display_name":"Natalia Gaviria","orcid":"https://orcid.org/0000-0001-9625-255X"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Natalia Gaviria","raw_affiliation_strings":["Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008171683","display_name":"Peter Hellinckx","orcid":"https://orcid.org/0000-0001-8029-4720"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Peter Hellinckx","raw_affiliation_strings":["Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072727038","display_name":"Juan Felipe Botero","orcid":"https://orcid.org/0000-0002-7072-8924"},"institutions":[{"id":"https://openalex.org/I35961687","display_name":"Universidad de Antioquia","ror":"https://ror.org/03bp5hc83","country_code":"CO","type":"education","lineage":["https://openalex.org/I35961687"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Juan F. Botero","raw_affiliation_strings":["Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-7072-8924","affiliations":[{"raw_affiliation_string":"Department of Telecommunications Engineering, Universidad de Antioquia, Medell\u00edn 050010, Colombia","institution_ids":["https://openalex.org/I35961687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049021976","display_name":"Steven Latr\u00e9","orcid":"https://orcid.org/0000-0003-0351-1714"},"institutions":[{"id":"https://openalex.org/I149213910","display_name":"University of Antwerp","ror":"https://ror.org/008x57b05","country_code":"BE","type":"education","lineage":["https://openalex.org/I149213910"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Steven Latr\u00e9","raw_affiliation_strings":["Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Antwerp\u2014imec, 2000 Antwerp, Belgium","institution_ids":["https://openalex.org/I149213910"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028802750"],"corresponding_institution_ids":["https://openalex.org/I149213910","https://openalex.org/I35961687"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.4942,"has_fulltext":true,"cited_by_count":31,"citation_normalized_percentile":{"value":0.927585,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"21","issue":"13","first_page":"4321","last_page":"4321"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11158","display_name":"Wireless Networks and Protocols","score":0.9995999932289124,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9995999932289124,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":0.9891999959945679,"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/T11409","display_name":"Advanced Wireless Network Optimization","score":0.9750000238418579,"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":0.7696346044540405},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7309576869010925},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5723579525947571},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.565752387046814},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5031298995018005},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5028252005577087},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4603114128112793},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4240879714488983},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4222254455089569},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.4196412265300751},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4116055369377136},{"id":"https://openalex.org/keywords/performance-improvement","display_name":"Performance improvement","score":0.4106270372867584},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.38925039768218994},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3446829617023468},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3386649191379547},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13098570704460144},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.12433689832687378},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10550647974014282}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7696346044540405},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7309576869010925},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5723579525947571},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.565752387046814},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5031298995018005},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5028252005577087},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4603114128112793},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4240879714488983},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4222254455089569},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.4196412265300751},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4116055369377136},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.4106270372867584},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.38925039768218994},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3446829617023468},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3386649191379547},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13098570704460144},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.12433689832687378},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10550647974014282},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.3390/s21134321","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134321","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4321/pdf?version=1624530793","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:34202649","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34202649","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:c:irua:179782","is_oa":true,"landing_page_url":"https://hdl.handle.net/10067/1797820151162165141","pdf_url":"https://repository.uantwerpen.be/docstore/d:irua:7458","source":{"id":"https://openalex.org/S4306401849","display_name":"Institutional Repository University of Antwerp (University of Antwerp)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149213910","host_organization_name":"University of Antwerp","host_organization_lineage":["https://openalex.org/I149213910"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:doaj.org/article:29b9fd7450694075819ffd7ebd383030","is_oa":true,"landing_page_url":"https://doaj.org/article/29b9fd7450694075819ffd7ebd383030","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":"Sensors, Vol 21, Iss 13, p 4321 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/13/4321/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21134321","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 21; Issue 13; Pages: 4321","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8271695","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8271695","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:zenodo.org:5113343","is_oa":true,"landing_page_url":"https://zenodo.org/record/5113343","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors 21(13)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/s21134321","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21134321","pdf_url":"https://www.mdpi.com/1424-8220/21/13/4321/pdf?version=1624530793","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2406092791","display_name":"Network intelligence for aDAptive and sElf-Learning MObile Networks","funder_award_id":"101017109","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6695977280","display_name":null,"funder_award_id":"101017109","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7842005466","display_name":null,"funder_award_id":"Horizon 2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7937576604","display_name":"Ctrl-APP: An application control plane enabling appdaptive configurations of wireless networks and their verification","funder_award_id":"G055619N","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3177008180.pdf","grobid_xml":"https://content.openalex.org/works/W3177008180.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W1947927401","https://openalex.org/W2116341502","https://openalex.org/W2137983211","https://openalex.org/W2139233035","https://openalex.org/W2139264886","https://openalex.org/W2141598831","https://openalex.org/W2144205859","https://openalex.org/W2151816891","https://openalex.org/W2162598825","https://openalex.org/W2285313285","https://openalex.org/W2287471222","https://openalex.org/W2732974041","https://openalex.org/W2805516822","https://openalex.org/W2902656518","https://openalex.org/W2903177533","https://openalex.org/W2904482537","https://openalex.org/W2913856657","https://openalex.org/W2918342466","https://openalex.org/W2952332632","https://openalex.org/W2953119206","https://openalex.org/W2975888451","https://openalex.org/W2991478562","https://openalex.org/W3038790644","https://openalex.org/W3083837791","https://openalex.org/W3084973639","https://openalex.org/W3099749652","https://openalex.org/W3105771448","https://openalex.org/W3134683277"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W4312814274","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2358353312","https://openalex.org/W2353836703"],"abstract_inverted_index":{"IEEE":[0],"802.11":[1],"(Wi-Fi)":[2],"is":[3,37,44,89],"one":[4],"of":[5,16,71,98,119],"the":[6,69,77,96,117,155,159,163,180,184],"technologies":[7],"that":[8,153,178],"provides":[9],"high":[10,14,131,172],"performance":[11,36,106,170],"with":[12,87,114,171],"a":[13,137,147,188,192],"density":[15],"connected":[17],"devices":[18],"to":[19,63,103,126,141,167,199],"support":[20],"emerging":[21],"demanding":[22],"services,":[23],"such":[24,50,56],"as":[25,51,57],"virtual":[26],"and":[27,116,162,195],"augmented":[28],"reality.":[29],"However,":[30],"in":[31,47,81,158,183],"highly":[32],"dense":[33,82],"deployments,":[34],"Wi-Fi":[35,105,169],"severely":[38],"affected":[39],"by":[40],"interference.":[41],"This":[42,134],"problem":[43],"even":[45],"worse":[46],"new":[48,54,120],"standards,":[49],"802.11n/ac,":[52],"where":[53],"features":[55],"Channel":[58],"Bonding":[59],"(CB)":[60],"are":[61,122],"introduced":[62],"increase":[64,190],"network":[65],"capacity":[66],"but":[67],"at":[68],"cost":[70],"using":[72,146,206],"wider":[73],"spectrum":[74],"channels.":[75],"Finding":[76],"best":[78],"channel":[79,112],"assignment":[80],"deployments":[83],"under":[84],"dynamic":[85,111],"environments":[86],"CB":[88],"challenging,":[90],"given":[91],"its":[92],"combinatorial":[93],"nature.":[94],"Therefore,":[95],"use":[97],"analytical":[99],"or":[100,130],"system":[101],"models":[102],"predict":[104,168],"after":[107],"potential":[108],"changes":[109],"(e.g.,":[110],"selection":[113],"CB,":[115],"deployment":[118],"devices)":[121],"not":[123],"suitable,":[124],"due":[125],"either":[127],"low":[128],"accuracy":[129],"computational":[132],"cost.":[133],"paper":[135],"presents":[136],"novel,":[138],"data-driven":[139],"approach":[140],"speed":[142],"up":[143],"this":[144],"process,":[145],"Graph":[148],"Neural":[149],"Network":[150],"(GNN)":[151],"model":[152],"exploits":[154],"information":[156],"carried":[157],"deployment's":[160],"topology":[161],"intricate":[164],"wireless":[165],"interactions":[166],"accuracy.":[173],"The":[174],"evaluation":[175],"results":[176],"show":[177],"preserving":[179],"graph":[181],"structure":[182],"learning":[185],"process":[186],"obtains":[187],"64%":[189],"versus":[191],"naive":[193],"approach,":[194],"around":[196],"55%":[197],"compared":[198],"other":[200],"Machine":[201],"Learning":[202],"(ML)":[203],"approaches":[204],"when":[205],"all":[207],"training":[208],"features.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2025-10-10T00:00:00"}