{"id":"https://openalex.org/W2941668351","doi":"https://doi.org/10.1007/978-3-030-20005-3_6","title":"Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication","display_name":"Improving SVM Classification on Imbalanced Datasets for EEG-Based Person Authentication","publication_year":2019,"publication_date":"2019-04-27","ids":{"openalex":"https://openalex.org/W2941668351","doi":"https://doi.org/10.1007/978-3-030-20005-3_6","mag":"2941668351"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-20005-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20005-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"},"type":"conference-paper","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/A5069067815","display_name":"Nga Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Nga Tran","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, ACT, 2601, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, ACT, 2601, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006197101","display_name":"Dat Tran","orcid":"https://orcid.org/0000-0002-5788-0446"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dat Tran","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, ACT, 2601, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, ACT, 2601, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035954014","display_name":"Shuangzhe Liu","orcid":"https://orcid.org/0000-0002-4858-2789"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shuangzhe Liu","raw_affiliation_strings":["Faculty of Science and Technology, University of Canberra, Canberra, ACT, 2601, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, University of Canberra, Canberra, ACT, 2601, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090815285","display_name":"Linh Trinh","orcid":"https://orcid.org/0000-0002-7679-5511"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Linh Trinh","raw_affiliation_strings":["Information Security Operations Center, Vietnam Government Information Security Commission, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Security Operations Center, Vietnam Government Information Security Commission, Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101545820","display_name":"Tien Pham","orcid":"https://orcid.org/0000-0002-2043-1495"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tien Pham","raw_affiliation_strings":["Information Security Operations Center, Vietnam Government Information Security Commission, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Security Operations Center, Vietnam Government Information Security Commission, Hanoi, Vietnam","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5069067815"],"corresponding_institution_ids":["https://openalex.org/I188329596"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11021","display_name":"ECG Monitoring and Analysis","score":0.9926999807357788,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/support-vector-machine","display_name":"Support vector machine","score":0.8847711086273193},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7887220978736877},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7146011590957642},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6520377993583679},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5803190469741821},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5486623644828796},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5027830600738525},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.4649945795536041},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.4488780200481415},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.42100846767425537},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39679425954818726},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0790083110332489},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07468926906585693},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.06845331192016602}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8847711086273193},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7887220978736877},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7146011590957642},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6520377993583679},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5803190469741821},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5486623644828796},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5027830600738525},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.4649945795536041},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.4488780200481415},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.42100846767425537},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39679425954818726},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0790083110332489},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07468926906585693},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.06845331192016602},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-20005-3_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-20005-3_6","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W81271567","https://openalex.org/W85350352","https://openalex.org/W138207775","https://openalex.org/W222827149","https://openalex.org/W1548505798","https://openalex.org/W2005305683","https://openalex.org/W2045780196","https://openalex.org/W2088950943","https://openalex.org/W2106822551","https://openalex.org/W2119821739","https://openalex.org/W2134577338","https://openalex.org/W2148143831","https://openalex.org/W2153635508","https://openalex.org/W2181785117","https://openalex.org/W2536062280","https://openalex.org/W2612085556","https://openalex.org/W2764097540","https://openalex.org/W2789173070","https://openalex.org/W3120740533","https://openalex.org/W3173138228","https://openalex.org/W4236316114"],"related_works":["https://openalex.org/W2747895175","https://openalex.org/W2946583009","https://openalex.org/W2614669534","https://openalex.org/W2104406636","https://openalex.org/W2128801478","https://openalex.org/W2105512057","https://openalex.org/W4252625449","https://openalex.org/W2115788596","https://openalex.org/W2498443996","https://openalex.org/W2741028958"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}