{"id":"https://openalex.org/W4407930183","doi":"https://doi.org/10.1007/s10586-024-04874-w","title":"Optimizing XGBoost hyperparameters using the dragonfly algorithm for enhanced cyber attack detection in the internet of healthcare things (IoHT)","display_name":"Optimizing XGBoost hyperparameters using the dragonfly algorithm for enhanced cyber attack detection in the internet of healthcare things (IoHT)","publication_year":2025,"publication_date":"2025-02-25","ids":{"openalex":"https://openalex.org/W4407930183","doi":"https://doi.org/10.1007/s10586-024-04874-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-024-04874-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-024-04874-w","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","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/A5108109604","display_name":"SURBHI SURBHI","orcid":null},"institutions":[{"id":"https://openalex.org/I134705546","display_name":"Teerthanker Mahaveer University","ror":"https://ror.org/04vkd2013","country_code":"IN","type":"education","lineage":["https://openalex.org/I134705546"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Surbhi","raw_affiliation_strings":["Department of Computer Science and Engineering, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India","institution_ids":["https://openalex.org/I134705546"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070097786","display_name":"Nupa Ram Chauhan","orcid":"https://orcid.org/0000-0002-4041-5767"},"institutions":[{"id":"https://openalex.org/I134705546","display_name":"Teerthanker Mahaveer University","ror":"https://ror.org/04vkd2013","country_code":"IN","type":"education","lineage":["https://openalex.org/I134705546"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nupa Ram Chauhan","raw_affiliation_strings":["Department of Computer Science and Engineering, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Teerthanker Mahaveer University, Moradabad, Uttar Pradesh, India","institution_ids":["https://openalex.org/I134705546"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071225409","display_name":"Neeraj Dahiya","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Neeraj Dahiya","raw_affiliation_strings":["Department of CSE, SRM University, Delhi-NCR, Sonipat, Haryana, India"],"affiliations":[{"raw_affiliation_string":"Department of CSE, SRM University, Delhi-NCR, Sonipat, Haryana, India","institution_ids":["https://openalex.org/I4210131147"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5071225409"],"corresponding_institution_ids":["https://openalex.org/I4210131147"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2790},"apc_paid":null,"fwci":17.4505,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.98734217,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"28","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9664000272750854,"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"}},"topics":[{"id":"https://openalex.org/T13038","display_name":"Internet of Things and AI","score":0.9664000272750854,"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"}},{"id":"https://openalex.org/T13693","display_name":"Smart Systems and Machine Learning","score":0.9643999934196472,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9510999917984009,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8739134073257446},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.8245728611946106},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6840758919715881},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.4763734042644501},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42279112339019775},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.39004966616630554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3689451217651367},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3547266125679016},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.20997294783592224}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8739134073257446},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.8245728611946106},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6840758919715881},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.4763734042644501},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42279112339019775},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.39004966616630554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3689451217651367},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3547266125679016},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.20997294783592224}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-024-04874-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-024-04874-w","pdf_url":null,"source":{"id":"https://openalex.org/S106148199","display_name":"Cluster Computing","issn_l":"1386-7857","issn":["1386-7857","1573-7543"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Cluster Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2568658310","https://openalex.org/W2896821547","https://openalex.org/W2907382309","https://openalex.org/W2982472211","https://openalex.org/W3008569902","https://openalex.org/W3033466636","https://openalex.org/W3045832254","https://openalex.org/W3133750713","https://openalex.org/W3137606323","https://openalex.org/W3179046031","https://openalex.org/W3186450953","https://openalex.org/W3202131643","https://openalex.org/W3209420330","https://openalex.org/W4205553398","https://openalex.org/W4212959772","https://openalex.org/W4220925261","https://openalex.org/W4225165893","https://openalex.org/W4283073460","https://openalex.org/W4285221277","https://openalex.org/W4293226365","https://openalex.org/W4298325918","https://openalex.org/W4298624898","https://openalex.org/W4304183900","https://openalex.org/W4304690374","https://openalex.org/W4306631501","https://openalex.org/W4311421536","https://openalex.org/W4311462818","https://openalex.org/W4312084646","https://openalex.org/W4313175912","https://openalex.org/W4317938437","https://openalex.org/W4318002278","https://openalex.org/W4318484096","https://openalex.org/W4318570876","https://openalex.org/W4366603218","https://openalex.org/W4367555812","https://openalex.org/W4367627197","https://openalex.org/W4379380408","https://openalex.org/W4380605224","https://openalex.org/W4382787643","https://openalex.org/W4382789904","https://openalex.org/W4387844290","https://openalex.org/W4389050043","https://openalex.org/W4389152117","https://openalex.org/W4392147991","https://openalex.org/W4392751891","https://openalex.org/W4394806549","https://openalex.org/W4401255199"],"related_works":["https://openalex.org/W4390421286","https://openalex.org/W4280563792","https://openalex.org/W2602382373","https://openalex.org/W3003615511","https://openalex.org/W4285827128","https://openalex.org/W3198113463","https://openalex.org/W2787698406","https://openalex.org/W2963844355","https://openalex.org/W4361251046","https://openalex.org/W98577079"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-01-25T23:04:38.658462","created_date":"2025-10-10T00:00:00"}