{"id":"https://openalex.org/W4390693738","doi":"https://doi.org/10.1109/iccais59597.2023.10382371","title":"Exploiting Cell Similarities in a Radio Access Network to Enhance Explainability for Autonomic Network Management Systems","display_name":"Exploiting Cell Similarities in a Radio Access Network to Enhance Explainability for Autonomic Network Management Systems","publication_year":2023,"publication_date":"2023-11-27","ids":{"openalex":"https://openalex.org/W4390693738","doi":"https://doi.org/10.1109/iccais59597.2023.10382371"},"language":"en","primary_location":{"id":"doi:10.1109/iccais59597.2023.10382371","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais59597.2023.10382371","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.1109/ICCAIS59597.2023.10382371","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109656356","display_name":"Joss Armstrong","orcid":"https://orcid.org/0009-0009-3462-9679"},"institutions":[{"id":"https://openalex.org/I4210150373","display_name":"Ericsson (Ireland)","ror":"https://ror.org/04swdfh12","country_code":"IE","type":"company","lineage":["https://openalex.org/I1306339040","https://openalex.org/I4210150373"]}],"countries":["IE"],"is_corresponding":true,"raw_author_name":"Joss Armstrong","raw_affiliation_strings":["LMI Ericsson,Athlone,Ireland","LMI Ericsson, Athlone, Ireland"],"affiliations":[{"raw_affiliation_string":"LMI Ericsson,Athlone,Ireland","institution_ids":["https://openalex.org/I4210150373"]},{"raw_affiliation_string":"LMI Ericsson, Athlone, Ireland","institution_ids":["https://openalex.org/I4210150373"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007169148","display_name":"Sheila Fallon","orcid":"https://orcid.org/0000-0001-6874-5699"},"institutions":[{"id":"https://openalex.org/I151939572","display_name":"Athlone Institute of Technology","ror":"https://ror.org/02dyxwz31","country_code":"IE","type":"education","lineage":["https://openalex.org/I151939572"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Sheila Fallon","raw_affiliation_strings":["TUS,Department of Engineering,Athlone,Ireland","Department of Engineering, TUS, Athlone, Ireland"],"affiliations":[{"raw_affiliation_string":"TUS,Department of Engineering,Athlone,Ireland","institution_ids":["https://openalex.org/I151939572"]},{"raw_affiliation_string":"Department of Engineering, TUS, Athlone, Ireland","institution_ids":["https://openalex.org/I151939572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070072452","display_name":"Enda Fallon","orcid":"https://orcid.org/0000-0002-8300-5813"},"institutions":[{"id":"https://openalex.org/I151939572","display_name":"Athlone Institute of Technology","ror":"https://ror.org/02dyxwz31","country_code":"IE","type":"education","lineage":["https://openalex.org/I151939572"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Enda Fallon","raw_affiliation_strings":["TUS,Department of Engineering,Athlone,Ireland","Department of Engineering, TUS, Athlone, Ireland"],"affiliations":[{"raw_affiliation_string":"TUS,Department of Engineering,Athlone,Ireland","institution_ids":["https://openalex.org/I151939572"]},{"raw_affiliation_string":"Department of Engineering, TUS, Athlone, Ireland","institution_ids":["https://openalex.org/I151939572"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109656356"],"corresponding_institution_ids":["https://openalex.org/I4210150373"],"apc_list":null,"apc_paid":null,"fwci":1.6744,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.90749364,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"775","last_page":"780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.9865999817848206,"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"}},{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.963699996471405,"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":0.7257646322250366},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.6635575890541077},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6157677173614502},{"id":"https://openalex.org/keywords/network-element","display_name":"Network element","score":0.594383180141449},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.5102872848510742},{"id":"https://openalex.org/keywords/autonomic-computing","display_name":"Autonomic computing","score":0.5013949871063232},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.4757499396800995},{"id":"https://openalex.org/keywords/network-management","display_name":"Network management","score":0.42476359009742737},{"id":"https://openalex.org/keywords/basis","display_name":"Basis (linear algebra)","score":0.4146007001399994},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.41205668449401855},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34078916907310486},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.17471036314964294},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09477972984313965},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08165162801742554}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7257646322250366},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.6635575890541077},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6157677173614502},{"id":"https://openalex.org/C129119673","wikidata":"https://www.wikidata.org/wiki/Q4418003","display_name":"Network element","level":2,"score":0.594383180141449},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.5102872848510742},{"id":"https://openalex.org/C558632462","wikidata":"https://www.wikidata.org/wiki/Q788172","display_name":"Autonomic computing","level":3,"score":0.5013949871063232},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.4757499396800995},{"id":"https://openalex.org/C129763632","wikidata":"https://www.wikidata.org/wiki/Q1454667","display_name":"Network management","level":2,"score":0.42476359009742737},{"id":"https://openalex.org/C12426560","wikidata":"https://www.wikidata.org/wiki/Q189569","display_name":"Basis (linear algebra)","level":2,"score":0.4146007001399994},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.41205668449401855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34078916907310486},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.17471036314964294},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09477972984313965},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08165162801742554},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iccais59597.2023.10382371","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais59597.2023.10382371","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-article"},{"id":"pmh:oai:zenodo.org:13629484","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICCAIS59597.2023.10382371","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:13629484","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ICCAIS59597.2023.10382371","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/conferencePaper"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1787224781","https://openalex.org/W2038706020","https://openalex.org/W2794167675","https://openalex.org/W3009628340","https://openalex.org/W3163411042","https://openalex.org/W3209520893","https://openalex.org/W4293233886","https://openalex.org/W4322751144","https://openalex.org/W4323646041","https://openalex.org/W4381744961","https://openalex.org/W4382053018","https://openalex.org/W4384157930","https://openalex.org/W4385269875","https://openalex.org/W4385287483","https://openalex.org/W4399057741"],"related_works":["https://openalex.org/W2348551925","https://openalex.org/W2385780029","https://openalex.org/W2005936354","https://openalex.org/W1893554831","https://openalex.org/W4312894743","https://openalex.org/W2735498478","https://openalex.org/W1592946806","https://openalex.org/W3181805982","https://openalex.org/W2370380891","https://openalex.org/W2384259795"],"abstract_inverted_index":{"Modern":[0],"telecommunications":[1,100],"networks":[2,23],"are":[3,31],"highly":[4],"complex":[5],"and":[6,38,119],"require":[7],"constant":[8],"real-time":[9],"autonomic":[10,21,56],"configuration":[11],"to":[12,41,102,105,117],"maintain":[13],"optimum":[14],"efficiency.":[15],"A":[16],"key":[17],"technique":[18],"used":[19],"in":[20,27,86,98,124],"self-correcting":[22],"is":[24,58,65,89],"identifying":[25],"elements":[26,37,44,97,123],"the":[28,42,48,52,68,83,99,111,125],"network":[29,101,126],"that":[30,67],"performing":[32],"worse":[33],"than":[34],"other":[35],"equivalent":[36,53,104],"applying":[39],"configurations":[40],"problematic":[43],"which":[45,85],"correlate":[46],"with":[47],"better":[49],"performance":[50,129],"on":[51,61,128],"elements.":[54],"Where":[55],"re-configuration":[57],"carried":[59,81],"out":[60,82],"this":[62,87],"basis":[63],"it":[64,80,94],"important":[66],"autonomous":[69],"agent":[70],"(AA)":[71],"can":[72],"provide":[73],"a":[74,90],"human":[75],"interpretable":[76],"rationale":[77],"for":[78,92],"why":[79,93],"reconfiguration":[84],"instance":[88],"reason":[91],"considers":[95],"specific":[96],"be":[103],"each":[106],"other.":[107],"This":[108],"paper":[109],"investigates":[110],"utility":[112],"of":[113],"Explainable":[114],"AI":[115],"techniques":[116],"describe":[118],"evaluate":[120],"affinities":[121],"between":[122],"based":[127],"data.":[130]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
