{"id":"https://openalex.org/W4383218272","doi":"https://doi.org/10.1007/s10586-023-04089-5","title":"Machine learning-based intrusion detection: feature selection versus feature extraction","display_name":"Machine learning-based intrusion detection: feature selection versus feature extraction","publication_year":2023,"publication_date":"2023-07-05","ids":{"openalex":"https://openalex.org/W4383218272","doi":"https://doi.org/10.1007/s10586-023-04089-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-023-04089-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-023-04089-5","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/A5011563329","display_name":"Vu-Duc Ngo","orcid":"https://orcid.org/0000-0002-5214-2620"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Vu-Duc Ngo","raw_affiliation_strings":["Research and Development Center, MobiFone Corporation, Hanoi, 11312, Vietnam","School of Electronics and Electrical Engineering, Hanoi University of Science and Technology, Hanoi, 11657, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research and Development Center, MobiFone Corporation, Hanoi, 11312, Vietnam","institution_ids":[]},{"raw_affiliation_string":"School of Electronics and Electrical Engineering, Hanoi University of Science and Technology, Hanoi, 11657, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007777007","display_name":"Tuan-Cuong Vuong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124651","display_name":"Phenikaa University","ror":"https://ror.org/03anxx281","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210124651"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tuan-Cuong Vuong","raw_affiliation_strings":["Faculty of Computer Science, Phenikaa University, Hanoi, 12116, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Phenikaa University, Hanoi, 12116, Vietnam","institution_ids":["https://openalex.org/I4210124651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018806075","display_name":"Thien Van Luong","orcid":"https://orcid.org/0000-0002-4661-4900"},"institutions":[{"id":"https://openalex.org/I4210124651","display_name":"Phenikaa University","ror":"https://ror.org/03anxx281","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210124651"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thien Van Luong","raw_affiliation_strings":["Faculty of Computer Science, Phenikaa University, Hanoi, 12116, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Phenikaa University, Hanoi, 12116, Vietnam","institution_ids":["https://openalex.org/I4210124651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000189848","display_name":"Hung Tran","orcid":"https://orcid.org/0000-0001-6836-5151"},"institutions":[{"id":"https://openalex.org/I4210124651","display_name":"Phenikaa University","ror":"https://ror.org/03anxx281","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210124651"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Hung Tran","raw_affiliation_strings":["Faculty of Computer Science, Phenikaa University, Hanoi, 12116, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Phenikaa University, Hanoi, 12116, Vietnam","institution_ids":["https://openalex.org/I4210124651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000189848"],"corresponding_institution_ids":["https://openalex.org/I4210124651"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":8.3954,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.98282985,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"27","issue":"3","first_page":"2365","last_page":"2379"},"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9993000030517578,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8605576753616333},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7976019382476807},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6762090921401978},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6438484191894531},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6328732967376709},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5892224907875061},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.4945010840892792},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4941442310810089},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46148911118507385}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8605576753616333},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7976019382476807},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6762090921401978},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6438484191894531},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6328732967376709},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5892224907875061},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.4945010840892792},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4941442310810089},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46148911118507385},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-023-04089-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-023-04089-5","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":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W987648574","https://openalex.org/W1961147827","https://openalex.org/W1969466477","https://openalex.org/W2008224380","https://openalex.org/W2076384720","https://openalex.org/W2096205677","https://openalex.org/W2097034581","https://openalex.org/W2099940443","https://openalex.org/W2134295053","https://openalex.org/W2155461860","https://openalex.org/W2267339884","https://openalex.org/W2284098035","https://openalex.org/W2296509296","https://openalex.org/W2334853001","https://openalex.org/W2557450880","https://openalex.org/W2626468835","https://openalex.org/W2789828921","https://openalex.org/W2807786182","https://openalex.org/W2883554196","https://openalex.org/W2892556724","https://openalex.org/W2911505293","https://openalex.org/W2913330314","https://openalex.org/W2958489519","https://openalex.org/W2989622188","https://openalex.org/W3001675796","https://openalex.org/W3086419524","https://openalex.org/W3095531713","https://openalex.org/W3097529015","https://openalex.org/W3129883375","https://openalex.org/W3163301462","https://openalex.org/W4206450891","https://openalex.org/W4283579831","https://openalex.org/W4295185427","https://openalex.org/W4306631501","https://openalex.org/W4312650807","https://openalex.org/W4315605905","https://openalex.org/W6602344735"],"related_works":["https://openalex.org/W3176621072","https://openalex.org/W2357468538","https://openalex.org/W1577110157","https://openalex.org/W2355007334","https://openalex.org/W2390009783","https://openalex.org/W4254602698","https://openalex.org/W2394461323","https://openalex.org/W20047544","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":30},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}