{"id":"https://openalex.org/W4415286245","doi":"https://doi.org/10.1007/s10586-025-05768-1","title":"Using machine learning algorithms with extreme learning to identify instances of malicious activity in data collection","display_name":"Using machine learning algorithms with extreme learning to identify instances of malicious activity in data collection","publication_year":2025,"publication_date":"2025-10-17","ids":{"openalex":"https://openalex.org/W4415286245","doi":"https://doi.org/10.1007/s10586-025-05768-1"},"language":"en","primary_location":{"id":"doi:10.1007/s10586-025-05768-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05768-1","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/A5113138156","display_name":"Yanhua Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I153806059","display_name":"Shanghai Business School","ror":"https://ror.org/05kf5z787","country_code":"CN","type":"education","lineage":["https://openalex.org/I153806059"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanhua Zhong","raw_affiliation_strings":["School of Smart City Management, Shanghai Construction Management Vocational College, Shanghai, 201702, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Smart City Management, Shanghai Construction Management Vocational College, Shanghai, 201702, China","institution_ids":["https://openalex.org/I153806059"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001804290","display_name":"Yongqiu Liu","orcid":"https://orcid.org/0000-0003-3157-8502"},"institutions":[{"id":"https://openalex.org/I2799850029","display_name":"Dongguan University of Technology","ror":"https://ror.org/01m8p7q42","country_code":"CN","type":"education","lineage":["https://openalex.org/I2799850029"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yongqiu Liu","raw_affiliation_strings":["School of Mechanical and Electrical Engineering, Guangdong University of Science and Technology, Dongguan, 523668, Guangdong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical and Electrical Engineering, Guangdong University of Science and Technology, Dongguan, 523668, Guangdong, China","institution_ids":["https://openalex.org/I2799850029"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5001804290"],"corresponding_institution_ids":["https://openalex.org/I2799850029"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27612807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"28","issue":"16","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9980000257492065,"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"}},{"id":"https://openalex.org/T11644","display_name":"Spam and Phishing Detection","score":0.9764000177383423,"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/scalability","display_name":"Scalability","score":0.7732999920845032},{"id":"https://openalex.org/keywords/intrusion-detection-system","display_name":"Intrusion detection system","score":0.6952000260353088},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.5321000218391418},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.5311999917030334},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5300999879837036},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.511900007724762},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4959000051021576},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4767000079154968},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4032999873161316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9197999835014343},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7732999920845032},{"id":"https://openalex.org/C35525427","wikidata":"https://www.wikidata.org/wiki/Q745881","display_name":"Intrusion detection system","level":2,"score":0.6952000260353088},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6891999840736389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6053000092506409},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.5321000218391418},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.5311999917030334},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5300999879837036},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.511900007724762},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4959000051021576},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4771000146865845},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4767000079154968},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4032999873161316},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.397599995136261},{"id":"https://openalex.org/C2776836416","wikidata":"https://www.wikidata.org/wiki/Q1364844","display_name":"False alarm","level":2,"score":0.35760000348091125},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.3513999879360199},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3377000093460083},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31610000133514404},{"id":"https://openalex.org/C2779119184","wikidata":"https://www.wikidata.org/wiki/Q294350","display_name":"ALARM","level":2,"score":0.2978000044822693},{"id":"https://openalex.org/C182590292","wikidata":"https://www.wikidata.org/wiki/Q989632","display_name":"Network security","level":2,"score":0.2915000021457672},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.2791999876499176},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.27219998836517334},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.2720000147819519},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2529999911785126},{"id":"https://openalex.org/C137524506","wikidata":"https://www.wikidata.org/wiki/Q2247688","display_name":"Anomaly-based intrusion detection system","level":3,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10586-025-05768-1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10586-025-05768-1","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":67,"referenced_works":["https://openalex.org/W2522375107","https://openalex.org/W2588813228","https://openalex.org/W2892214318","https://openalex.org/W2963471098","https://openalex.org/W2982337287","https://openalex.org/W3012866219","https://openalex.org/W3044960676","https://openalex.org/W3154964779","https://openalex.org/W3158959845","https://openalex.org/W3172979816","https://openalex.org/W3198075970","https://openalex.org/W3205519586","https://openalex.org/W4206594544","https://openalex.org/W4206913723","https://openalex.org/W4210494767","https://openalex.org/W4280645289","https://openalex.org/W4281673957","https://openalex.org/W4292975045","https://openalex.org/W4321089583","https://openalex.org/W4321787264","https://openalex.org/W4360857816","https://openalex.org/W4381785391","https://openalex.org/W4383503558","https://openalex.org/W4386699348","https://openalex.org/W4389610068","https://openalex.org/W4389665970","https://openalex.org/W4391953554","https://openalex.org/W4392151675","https://openalex.org/W4392581352","https://openalex.org/W4393207154","https://openalex.org/W4394570652","https://openalex.org/W4396672078","https://openalex.org/W4399125957","https://openalex.org/W4399426023","https://openalex.org/W4399444450","https://openalex.org/W4399620347","https://openalex.org/W4402285768","https://openalex.org/W4402618655","https://openalex.org/W4402636078","https://openalex.org/W4402808536","https://openalex.org/W4403563850","https://openalex.org/W4404293876","https://openalex.org/W4404338466","https://openalex.org/W4404695089","https://openalex.org/W4405327534","https://openalex.org/W4405812162","https://openalex.org/W4406363472","https://openalex.org/W4406668989","https://openalex.org/W4406712335","https://openalex.org/W4407191598","https://openalex.org/W4407361734","https://openalex.org/W4408055962","https://openalex.org/W4408358076","https://openalex.org/W4409603439","https://openalex.org/W4409653774","https://openalex.org/W4409801721","https://openalex.org/W4409845275","https://openalex.org/W4409882920","https://openalex.org/W4409985909","https://openalex.org/W4410247918","https://openalex.org/W4410357291","https://openalex.org/W4411402186","https://openalex.org/W4411506391","https://openalex.org/W4411918619","https://openalex.org/W4412164756","https://openalex.org/W4412196720","https://openalex.org/W4412553123"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-17T00:00:00"}