{"id":"https://openalex.org/W7166680959","doi":"https://doi.org/10.23919/ifipnetworking70592.2026.11579167","title":"Towards Explainable Multimodal Analytics for 5G+ Network Monitoring and Management: Methods, Architecture, and Preliminary Results","display_name":"Towards Explainable Multimodal Analytics for 5G+ Network Monitoring and Management: Methods, Architecture, and Preliminary Results","publication_year":2026,"publication_date":"2026-05-24","ids":{"openalex":"https://openalex.org/W7166680959","doi":"https://doi.org/10.23919/ifipnetworking70592.2026.11579167"},"language":null,"primary_location":{"id":"doi:10.23919/ifipnetworking70592.2026.11579167","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking70592.2026.11579167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5139671043","display_name":"Micha\u0142 B\u0142aszczak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210129336","display_name":"\u0141ukasiewicz Research Network","ror":"https://ror.org/036f4sz05","country_code":"PL","type":"facility","lineage":["https://openalex.org/I4210129336"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 B\u0142aszczak","raw_affiliation_strings":["Nokia Solutions and Networks,Wrocław,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nokia Solutions and Networks,Wrocław,Poland","institution_ids":["https://openalex.org/I4210129336"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052186392","display_name":"Aleksandra Knapi\u0144ska","orcid":"https://orcid.org/0000-0003-2654-4893"},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksandra Knapi\u0144ska","raw_affiliation_strings":["Wrocław University of Science and Technology,Wrocław,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wrocław University of Science and Technology,Wrocław,Poland","institution_ids":["https://openalex.org/I686019"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121542846","display_name":"Ireneusz Jab\u0142o\u0144ski","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110247","display_name":"Fraunhofer Institute for Photonic Microsystems","ror":"https://ror.org/020n3fw10","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210110247","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ireneusz Jab\u0142o\u0144ski","raw_affiliation_strings":["Fraunhofer Institute for Photonic Microsystems,Dresden,Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Photonic Microsystems,Dresden,Germany","institution_ids":["https://openalex.org/I4210110247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5135619236","display_name":"Krzysztof Walkowiak","orcid":null},"institutions":[{"id":"https://openalex.org/I686019","display_name":"AGH University of Krakow","ror":"https://ror.org/00bas1c41","country_code":"PL","type":"education","lineage":["https://openalex.org/I686019"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Walkowiak","raw_affiliation_strings":["Wrocław University of Science and Technology,Wrocław,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wrocław University of Science and Technology,Wrocław,Poland","institution_ids":["https://openalex.org/I686019"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.44589999318122864,"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"}},"topics":[{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.44589999318122864,"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/T13918","display_name":"Advanced Data and IoT Technologies","score":0.04050000011920929,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.021199999377131462,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/analytics","display_name":"Analytics","score":0.4772000014781952},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3093000054359436},{"id":"https://openalex.org/keywords/data-analysis","display_name":"Data analysis","score":0.27649998664855957},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2676999866962433}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6699000000953674},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.4772000014781952},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35740000009536743},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3093000054359436},{"id":"https://openalex.org/C175801342","wikidata":"https://www.wikidata.org/wiki/Q1988917","display_name":"Data analysis","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27230000495910645},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2676999866962433},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.258899986743927},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.24609999358654022},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.24120000004768372}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ifipnetworking70592.2026.11579167","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ifipnetworking70592.2026.11579167","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IFIP Networking Conference (IFIP Networking)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.4940686523914337}],"awards":[],"funders":[{"id":"https://openalex.org/F4320323573","display_name":"Ministry of Education and Science","ror":"https://ror.org/053pcb396"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2619383789","https://openalex.org/W2894751678","https://openalex.org/W2923165220","https://openalex.org/W3012427268","https://openalex.org/W3094595351","https://openalex.org/W3120562908","https://openalex.org/W3198890542","https://openalex.org/W4225747846","https://openalex.org/W4385269915","https://openalex.org/W4391946402","https://openalex.org/W4400421473","https://openalex.org/W4401247017","https://openalex.org/W4404351445","https://openalex.org/W4404891125","https://openalex.org/W4408965056","https://openalex.org/W4412685972","https://openalex.org/W7128060476"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-07-01T00:00:00"}