{"id":"https://openalex.org/W4399879473","doi":"https://doi.org/10.1007/978-3-031-62495-7_14","title":"HEADS: Hybrid Ensemble Anomaly Detection System for Internet-of-Things Networks","display_name":"HEADS: Hybrid Ensemble Anomaly Detection System for Internet-of-Things Networks","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399879473","doi":"https://doi.org/10.1007/978-3-031-62495-7_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-62495-7_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62495-7_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://rgu-repository.worktribe.com/output/2383587","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030371581","display_name":"Zeeshan Ahmad","orcid":"https://orcid.org/0000-0002-8530-864X"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zeeshan Ahmad","raw_affiliation_strings":["National Subsea Centre, Robert Gordon University, Aberdeen, UK"],"raw_orcid":"https://orcid.org/0000-0002-8530-864X","affiliations":[{"raw_affiliation_string":"National Subsea Centre, Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040494006","display_name":"Andrei Petrovski","orcid":"https://orcid.org/0000-0002-0987-2791"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrei Petrovski","raw_affiliation_strings":["National Subsea Centre, Robert Gordon University, Aberdeen, UK"],"raw_orcid":"https://orcid.org/0000-0002-0987-2791","affiliations":[{"raw_affiliation_string":"National Subsea Centre, Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075660230","display_name":"Murshedul Arifeen","orcid":"https://orcid.org/0000-0002-8010-7435"},"institutions":[{"id":"https://openalex.org/I522815984","display_name":"Robert Gordon University","ror":"https://ror.org/04f0qj703","country_code":"GB","type":"education","lineage":["https://openalex.org/I522815984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Murshedul Arifeen","raw_affiliation_strings":["National Subsea Centre, Robert Gordon University, Aberdeen, UK"],"raw_orcid":"https://orcid.org/0000-0002-8010-7435","affiliations":[{"raw_affiliation_string":"National Subsea Centre, Robert Gordon University, Aberdeen, UK","institution_ids":["https://openalex.org/I522815984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090882363","display_name":"Adnan Shahid Khan","orcid":"https://orcid.org/0000-0002-3924-3646"},"institutions":[{"id":"https://openalex.org/I41461413","display_name":"Universiti Malaysia Sarawak","ror":"https://ror.org/05b307002","country_code":"MY","type":"education","lineage":["https://openalex.org/I41461413"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Adnan Shahid Khan","raw_affiliation_strings":["Faculty of CS and IT, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-3924-3646","affiliations":[{"raw_affiliation_string":"Faculty of CS and IT, Universiti Malaysia Sarawak, Kota Samarahan, Sarawak, Malaysia","institution_ids":["https://openalex.org/I41461413"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074586222","display_name":"Syed Aziz Shah","orcid":"https://orcid.org/0000-0003-2052-1121"},"institutions":[{"id":"https://openalex.org/I4210153682","display_name":"Intelligent Health (United Kingdom)","ror":"https://ror.org/0576zak10","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210153682"]},{"id":"https://openalex.org/I73417466","display_name":"Coventry University","ror":"https://ror.org/01tgmhj36","country_code":"GB","type":"education","lineage":["https://openalex.org/I73417466"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Syed Aziz Shah","raw_affiliation_strings":["Research Centre for Intelligent Healthcare, Coventry University, Coventry, UK"],"raw_orcid":"https://orcid.org/0000-0003-2052-1121","affiliations":[{"raw_affiliation_string":"Research Centre for Intelligent Healthcare, Coventry University, Coventry, UK","institution_ids":["https://openalex.org/I4210153682","https://openalex.org/I73417466"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5030371581"],"corresponding_institution_ids":["https://openalex.org/I522815984"],"apc_list":null,"apc_paid":null,"fwci":3.1629,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.9252714,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"178","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":1.0,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"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":0.9984999895095825,"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/anomaly-detection","display_name":"Anomaly detection","score":0.6034709215164185},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5842862129211426},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.561220645904541},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.5501750111579895},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4233262538909912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.26416534185409546},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22664836049079895},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11637526750564575}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6034709215164185},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5842862129211426},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.561220645904541},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.5501750111579895},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4233262538909912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.26416534185409546},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22664836049079895},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11637526750564575},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-62495-7_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-62495-7_14","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:rgu-repository.worktribe.com:2383587","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/2383587","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"pmh:oai:rgu-repository.worktribe.com:2383587","is_oa":true,"landing_page_url":"https://rgu-repository.worktribe.com/output/2383587","pdf_url":null,"source":{"id":"https://openalex.org/S4306400814","display_name":"Open Access Institutional Repository at Robert Gordon University (Robert Gordon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I522815984","host_organization_name":"Robert Gordon University","host_organization_lineage":["https://openalex.org/I522815984"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"acceptedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2807319534","https://openalex.org/W2911505293","https://openalex.org/W2946587028","https://openalex.org/W3083285969","https://openalex.org/W3098596104","https://openalex.org/W3167979994","https://openalex.org/W3209622650","https://openalex.org/W4206751092","https://openalex.org/W4220957574","https://openalex.org/W4296268039","https://openalex.org/W4306650020","https://openalex.org/W4313055942","https://openalex.org/W4318677156","https://openalex.org/W4321020904","https://openalex.org/W4367309662","https://openalex.org/W4381250040","https://openalex.org/W4382281941","https://openalex.org/W4383337003","https://openalex.org/W4388966623"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}