{"id":"https://openalex.org/W7166556792","doi":"https://doi.org/10.1016/j.knosys.2026.116534","title":"Mitigating concept drift in malware classification: A temporal and resource-aware evaluation","display_name":"Mitigating concept drift in malware classification: A temporal and resource-aware evaluation","publication_year":2026,"publication_date":"2026-06-29","ids":{"openalex":"https://openalex.org/W7166556792","doi":"https://doi.org/10.1016/j.knosys.2026.116534"},"language":"en","primary_location":{"id":"doi:10.1016/j.knosys.2026.116534","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116534","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","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/A5134755214","display_name":"Amit Patel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Amit Patel","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0006-3456-3815","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074527311","display_name":"Deepak Singh Tomar","orcid":"https://orcid.org/0000-0001-9025-1679"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deepak Singh Tomar","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139555651","display_name":"R.K. Pateriya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R.K. Pateriya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5139595552","display_name":"Rahul Haripriya","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rahul Haripriya","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3130,"currency":"USD","value_usd":3130},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84433604,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"350","issue":null,"first_page":"116534","last_page":"116534"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.5871999859809875,"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":0.5871999859809875,"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/T11241","display_name":"Advanced Malware Detection Techniques","score":0.3303999900817871,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.013000000268220901,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/malware","display_name":"Malware","score":0.4300999939441681},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.32170000672340393},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3021000027656555},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.24809999763965607},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.24779999256134033}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.612500011920929},{"id":"https://openalex.org/C541664917","wikidata":"https://www.wikidata.org/wiki/Q14001","display_name":"Malware","level":2,"score":0.4300999939441681},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.36239999532699585},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.32170000672340393},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2879999876022339},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26989999413490295},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.24809999763965607},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.24779999256134033},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.23980000615119934}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.knosys.2026.116534","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.knosys.2026.116534","pdf_url":null,"source":{"id":"https://openalex.org/S10169007","display_name":"Knowledge-Based Systems","issn_l":"0950-7051","issn":["0950-7051","1872-7409"],"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":"Knowledge-Based Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5301586985588074,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2112138185","https://openalex.org/W2512876749","https://openalex.org/W2556565974","https://openalex.org/W2621187857","https://openalex.org/W3081627837","https://openalex.org/W3084074548","https://openalex.org/W3176588888","https://openalex.org/W4200217704","https://openalex.org/W4206724648","https://openalex.org/W4212915751","https://openalex.org/W4224288244","https://openalex.org/W4225483588","https://openalex.org/W4283786836","https://openalex.org/W4285006516","https://openalex.org/W4296993380","https://openalex.org/W4306377354","https://openalex.org/W4311045424","https://openalex.org/W4313423720","https://openalex.org/W4318822963","https://openalex.org/W4321352088","https://openalex.org/W4361278397","https://openalex.org/W4364376315","https://openalex.org/W4389332030","https://openalex.org/W4389776419","https://openalex.org/W4391887969","https://openalex.org/W4392381081","https://openalex.org/W4401211142","https://openalex.org/W4401898187","https://openalex.org/W4402634012","https://openalex.org/W4403100518","https://openalex.org/W4405659310","https://openalex.org/W4407163436","https://openalex.org/W4407301013","https://openalex.org/W4407373184","https://openalex.org/W4408591724","https://openalex.org/W4409358310","https://openalex.org/W4409870799","https://openalex.org/W4413288621","https://openalex.org/W4413950246","https://openalex.org/W4414166082","https://openalex.org/W4417333469"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-08T06:17:01.165560","created_date":"2026-06-30T00:00:00"}