{"id":"https://openalex.org/W7168150323","doi":"https://doi.org/10.1016/j.neucom.2026.134490","title":"Concept drift handling in security applications: A survey across unimodal to multimodal data","display_name":"Concept drift handling in security applications: A survey across unimodal to multimodal data","publication_year":2026,"publication_date":"2026-07-13","ids":{"openalex":"https://openalex.org/W7168150323","doi":"https://doi.org/10.1016/j.neucom.2026.134490"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2026.134490","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134490","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","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/A5108947186","display_name":"Can Li","orcid":"https://orcid.org/0000-0003-2644-4358"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Li","raw_affiliation_strings":["Shandong University, School of Airspace Science and Engineering, Weihai, 264209, Shandong, China"],"raw_orcid":"https://orcid.org/0009-0005-3639-8000","affiliations":[{"raw_affiliation_string":"Shandong University, School of Airspace Science and Engineering, Weihai, 264209, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140516590","display_name":"Xiaoli Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoli Wang","raw_affiliation_strings":["Shandong University, School of Airspace Science and Engineering, Weihai, 264209, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, School of Airspace Science and Engineering, Weihai, 264209, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5140539502","display_name":"Lipeng Song","orcid":null},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lipeng Song","raw_affiliation_strings":["Shandong University, School of Airspace Science and Engineering, Weihai, 264209, Shandong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shandong University, School of Airspace Science and Engineering, Weihai, 264209, Shandong, China","institution_ids":["https://openalex.org/I154099455"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5140539502"],"corresponding_institution_ids":["https://openalex.org/I154099455"],"apc_list":{"value":2670,"currency":"USD","value_usd":2670},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.75042347,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"701","issue":null,"first_page":"134490","last_page":"134490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9251000285148621,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9251000285148621,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.006599999964237213,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.005100000184029341,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/concept-drift","display_name":"Concept drift","score":0.45500001311302185},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32910001277923584},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.25060001015663147},{"id":"https://openalex.org/keywords/data-security","display_name":"Data security","score":0.24250000715255737},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.2386000007390976}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6944000124931335},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5435000061988831},{"id":"https://openalex.org/C60777511","wikidata":"https://www.wikidata.org/wiki/Q3045002","display_name":"Concept drift","level":3,"score":0.45500001311302185},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43860000371932983},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3596999943256378},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32910001277923584},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25060001015663147},{"id":"https://openalex.org/C10511746","wikidata":"https://www.wikidata.org/wiki/Q899388","display_name":"Data security","level":3,"score":0.24250000715255737},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2386000007390976},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.22619999945163727}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.neucom.2026.134490","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2026.134490","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"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":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1396583252","display_name":null,"funder_award_id":"2021YFC3320100","funder_id":"https://openalex.org/F4320335774","funder_display_name":"Key Technologies Research and Development Program"}],"funders":[{"id":"https://openalex.org/F4320335774","display_name":"Key Technologies Research and Development Program","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W1999038366","https://openalex.org/W2051903196","https://openalex.org/W2099419573","https://openalex.org/W2151587330","https://openalex.org/W2524305182","https://openalex.org/W2602516395","https://openalex.org/W2626498001","https://openalex.org/W2766101129","https://openalex.org/W2767245172","https://openalex.org/W2771233945","https://openalex.org/W2786808285","https://openalex.org/W2807219356","https://openalex.org/W2925804722","https://openalex.org/W3007157104","https://openalex.org/W3011727199","https://openalex.org/W3013949960","https://openalex.org/W3017897307","https://openalex.org/W3019200173","https://openalex.org/W3038930935","https://openalex.org/W3040569328","https://openalex.org/W3047131763","https://openalex.org/W3087732660","https://openalex.org/W3089117462","https://openalex.org/W3106237638","https://openalex.org/W3108206468","https://openalex.org/W3118263816","https://openalex.org/W3126752450","https://openalex.org/W3128731563","https://openalex.org/W3144314767","https://openalex.org/W3155925255","https://openalex.org/W3157731560","https://openalex.org/W3163963286","https://openalex.org/W3167537398","https://openalex.org/W3179864625","https://openalex.org/W3211224638","https://openalex.org/W3211938539","https://openalex.org/W3216815774","https://openalex.org/W4200217704","https://openalex.org/W4212915751","https://openalex.org/W4213248101","https://openalex.org/W4221152131","https://openalex.org/W4223480828","https://openalex.org/W4226125749","https://openalex.org/W4281621630","https://openalex.org/W4283316938","https://openalex.org/W4285033264","https://openalex.org/W4287512208","https://openalex.org/W4293704735","https://openalex.org/W4360604141","https://openalex.org/W4364322549","https://openalex.org/W4366148247","https://openalex.org/W4378575337","https://openalex.org/W4381327280","https://openalex.org/W4385337232","https://openalex.org/W4388286388","https://openalex.org/W4392405608","https://openalex.org/W4392883826","https://openalex.org/W4393532114","https://openalex.org/W4396982245","https://openalex.org/W4400190992","https://openalex.org/W4400275925","https://openalex.org/W4401417693","https://openalex.org/W4401732041","https://openalex.org/W4402508385","https://openalex.org/W4402557546","https://openalex.org/W4403968981","https://openalex.org/W4404413277","https://openalex.org/W4405812352","https://openalex.org/W4408805426","https://openalex.org/W4409800455","https://openalex.org/W4412434710","https://openalex.org/W4412721961","https://openalex.org/W7125221830"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-07-14T00:00:00"}