{"id":"https://openalex.org/W7140452325","doi":"https://doi.org/10.1016/j.iot.2026.101934","title":"AGDSF-Mamba: Adaptive metric graph diffusion with sparse filtering for mamba guided anomaly detection via spatiotemporal learning in industrial IoT","display_name":"AGDSF-Mamba: Adaptive metric graph diffusion with sparse filtering for mamba guided anomaly detection via spatiotemporal learning in industrial IoT","publication_year":2026,"publication_date":"2026-03-26","ids":{"openalex":"https://openalex.org/W7140452325","doi":"https://doi.org/10.1016/j.iot.2026.101934"},"language":"en","primary_location":{"id":"doi:10.1016/j.iot.2026.101934","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.iot.2026.101934","pdf_url":null,"source":{"id":"https://openalex.org/S4210174276","display_name":"Internet of Things","issn_l":"2542-6605","issn":["2542-6605","2543-1536"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet of Things","raw_type":"journal-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/A5130673972","display_name":"Jiakang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiakang Liu","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, 430068, China"],"raw_orcid":"https://orcid.org/0009-0002-7565-2700","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052869008","display_name":"Rong Gao","orcid":"https://orcid.org/0000-0001-7935-7173"},"institutions":[{"id":"https://openalex.org/I134687103","display_name":"Nanjing Tech University","ror":"https://ror.org/03sd35x91","country_code":"CN","type":"education","lineage":["https://openalex.org/I134687103"]},{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]},{"id":"https://openalex.org/I881766915","display_name":"Nanjing University","ror":"https://ror.org/01rxvg760","country_code":"CN","type":"education","lineage":["https://openalex.org/I881766915"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Rong Gao","raw_affiliation_strings":["Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","School of Computer Science, Hubei University of Technology, Wuhan, 430068, China","State Key Laboratory of New Computer Software Technology at Nanjing University, Nanjing University, Nanjing, 210023, China"],"raw_orcid":"https://orcid.org/0000-0001-7935-7173","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"State Key Laboratory of New Computer Software Technology at Nanjing University, Nanjing University, Nanjing, 210023, China","institution_ids":["https://openalex.org/I881766915","https://openalex.org/I134687103"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075443647","display_name":"Zhiwei \u1ef8e","orcid":"https://orcid.org/0000-0002-1218-0681"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwei Ye","raw_affiliation_strings":["Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","School of Computer Science, Hubei University of Technology, Wuhan, 430068, China"],"raw_orcid":"https://orcid.org/0000-0002-1218-0681","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130656222","display_name":"Jiaojiao Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaojiao Deng","raw_affiliation_strings":["Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","School of Computer Science, Hubei University of Technology, Wuhan, 430068, China"],"raw_orcid":"https://orcid.org/0009-0006-8045-867X","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130699717","display_name":"Xiantao Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiantao Zhang","raw_affiliation_strings":["School of Power and Mechanical Engineering, Wuhan University, Wuhan, 430072, Hubei, China"],"raw_orcid":"https://orcid.org/0009-0006-3164-3780","affiliations":[{"raw_affiliation_string":"School of Power and Mechanical Engineering, Wuhan University, Wuhan, 430072, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130701248","display_name":"Li Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I184558857","display_name":"Royal Holloway University of London","ror":"https://ror.org/04g2vpn86","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I184558857"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Li Zhang","raw_affiliation_strings":["Department of Computer Science, Royal Holloway University of London, London, TW200EK, UK"],"raw_orcid":"https://orcid.org/0000-0001-6674-692X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Royal Holloway University of London, London, TW200EK, UK","institution_ids":["https://openalex.org/I184558857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130675543","display_name":"Lingyu Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lingyu Yan","raw_affiliation_strings":["Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","School of Computer Science, Hubei University of Technology, Wuhan, 430068, China"],"raw_orcid":"https://orcid.org/0000-0003-2468-3881","affiliations":[{"raw_affiliation_string":"Hubei Key Laboratory of Green Intelligent Computing Power Network, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, 430068, China","institution_ids":["https://openalex.org/I74525822"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5052869008"],"corresponding_institution_ids":["https://openalex.org/I134687103","https://openalex.org/I74525822","https://openalex.org/I881766915"],"apc_list":{"value":2010,"currency":"USD","value_usd":2010},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.70211438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"37","issue":null,"first_page":"101934","last_page":"101934"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.11389999836683273,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.11389999836683273,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11448","display_name":"Face recognition and analysis","score":0.08110000193119049,"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"}},{"id":"https://openalex.org/T13918","display_name":"Advanced Data and IoT Technologies","score":0.0608999989926815,"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/anomaly-detection","display_name":"Anomaly detection","score":0.5932000279426575},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5568000078201294},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4530999958515167},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.44929999113082886},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.37599998712539673},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.27810001373291016}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6337000131607056},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.5932000279426575},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5568000078201294},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5131000280380249},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4530999958515167},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.44929999113082886},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.37599998712539673},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32499998807907104},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3118000030517578},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28119999170303345},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.27309998869895935},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26570001244544983},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.2651999890804291},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.2517000138759613},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.iot.2026.101934","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.iot.2026.101934","pdf_url":null,"source":{"id":"https://openalex.org/S4210174276","display_name":"Internet of Things","issn_l":"2542-6605","issn":["2542-6605","2543-1536"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Internet of Things","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4503263831138611,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2026493302","https://openalex.org/W2122646361","https://openalex.org/W3004207920","https://openalex.org/W3040266635","https://openalex.org/W3163273607","https://openalex.org/W3169450514","https://openalex.org/W3170851865","https://openalex.org/W3171438403","https://openalex.org/W3184127157","https://openalex.org/W4283318673","https://openalex.org/W4289528726","https://openalex.org/W4312662985","https://openalex.org/W4381785391","https://openalex.org/W4382203295","https://openalex.org/W4387350724","https://openalex.org/W4388469868","https://openalex.org/W4390776918","https://openalex.org/W4392365138","https://openalex.org/W4399215491","https://openalex.org/W4401162792","https://openalex.org/W4402915981","https://openalex.org/W4405360414","https://openalex.org/W4405665223","https://openalex.org/W4406110839","https://openalex.org/W4406731831","https://openalex.org/W4408648618","https://openalex.org/W4408803960","https://openalex.org/W4409261150","https://openalex.org/W4409882922","https://openalex.org/W4410732421","https://openalex.org/W4412816141","https://openalex.org/W4413011816","https://openalex.org/W4413980881","https://openalex.org/W4414408597","https://openalex.org/W4415684171","https://openalex.org/W4417198308"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-04T06:10:10.580331","created_date":"2026-03-27T00:00:00"}