{"id":"https://openalex.org/W2734974050","doi":"https://doi.org/10.1109/ijcnn.2017.7965839","title":"Investigating the possibility of applying EEG lossy compression to EEG-based user authentication","display_name":"Investigating the possibility of applying EEG lossy compression to EEG-based user authentication","publication_year":2017,"publication_date":"2017-05-01","ids":{"openalex":"https://openalex.org/W2734974050","doi":"https://doi.org/10.1109/ijcnn.2017.7965839","mag":"2734974050"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2017.7965839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"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/A5064843735","display_name":"Binh T. Nguyen","orcid":"https://orcid.org/0000-0002-9848-5733"},"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":"Binh Nguyen","raw_affiliation_strings":["Faculty of Education, Science, Technology and Mathematics, University of Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Science, Technology and Mathematics, University of Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035718126","display_name":"Dang Tuan Nguyen","orcid":"https://orcid.org/0000-0002-1664-9328"},"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":"Dang Nguyen","raw_affiliation_strings":["Faculty of Education, Science, Technology and Mathematics, University of Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Science, Technology and Mathematics, University of Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089771247","display_name":"Wanli Ma","orcid":"https://orcid.org/0000-0002-6172-020X"},"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":"Wanli Ma","raw_affiliation_strings":["Faculty of Education, Science, Technology and Mathematics, University of Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Science, Technology and Mathematics, University of Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"last","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 Education, Science, Technology and Mathematics, University of Canberra, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Education, Science, Technology and Mathematics, University of Canberra, Australia","institution_ids":["https://openalex.org/I188329596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I188329596"],"apc_list":null,"apc_paid":null,"fwci":5.1096,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96994959,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"85"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.9969000220298767,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.9194650053977966},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.8221017122268677},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.7994308471679688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7626340389251709},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.6424392461776733},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.6152849197387695},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5650205612182617},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.5094221234321594},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.44966214895248413},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4186261296272278},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35927721858024597},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3345053791999817},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.09529024362564087},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.05916541814804077}],"concepts":[{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.9194650053977966},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8221017122268677},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.7994308471679688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7626340389251709},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.6424392461776733},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.6152849197387695},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5650205612182617},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5094221234321594},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.44966214895248413},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4186261296272278},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35927721858024597},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3345053791999817},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.09529024362564087},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.05916541814804077},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2017.7965839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2017.7965839","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1969486271","https://openalex.org/W1982953431","https://openalex.org/W1983305472","https://openalex.org/W1999511465","https://openalex.org/W1999801099","https://openalex.org/W2011023641","https://openalex.org/W2024943952","https://openalex.org/W2053691921","https://openalex.org/W2062292540","https://openalex.org/W2111152840","https://openalex.org/W2129184455","https://openalex.org/W2134577338","https://openalex.org/W2139212933","https://openalex.org/W2142276208","https://openalex.org/W2181785117","https://openalex.org/W2210717610","https://openalex.org/W2278150394","https://openalex.org/W2508206757","https://openalex.org/W4236173595","https://openalex.org/W4255137765"],"related_works":["https://openalex.org/W2385628723","https://openalex.org/W2372078508","https://openalex.org/W4210455546","https://openalex.org/W3118996461","https://openalex.org/W2394342941","https://openalex.org/W2156834380","https://openalex.org/W4366069710","https://openalex.org/W2350586049","https://openalex.org/W3202870363","https://openalex.org/W4287393224"],"abstract_inverted_index":{"Using":[0],"EEG":[1,33,46,64,80,85],"signal":[2],"as":[3,16],"a":[4,29,75,96],"new":[5],"type":[6],"of":[7,23,32,45,59,78],"biometric":[8],"in":[9,66],"user":[10,68],"authentication":[11,69],"systems":[12],"has":[13,101],"been":[14,102],"emerging":[15],"an":[17],"interesting":[18],"research":[19],"topic.":[20],"However,":[21],"one":[22],"the":[24,57,105,111],"major":[25],"challenges":[26],"is":[27,48,88,108,113],"that":[28,35,83],"huge":[30],"amount":[31],"data":[34,65],"needs":[36],"to":[37,63,91],"be":[38],"processed,":[39],"transmitted":[40],"and":[41,104],"stored.":[42],"The":[43],"use":[44],"compression":[47,62,87],"therefore":[49],"becoming":[50],"necessary.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55],"investigate":[56],"feasibility":[58],"using":[60,84,92],"lossy":[61,86],"EEG-based":[67],"systems.":[70],"Our":[71],"experiments":[72],"performed":[73],"on":[74],"large":[76],"scale":[77],"three":[79],"datasets":[81],"indicate":[82],"feasible":[89],"compared":[90],"lossless":[93],"one.":[94],"Moreover,":[95],"threshold":[97,112],"for":[98],"information":[99],"lost":[100],"discovered":[103],"system":[106],"accuracy":[107],"unchanged":[109],"if":[110],"lower":[114],"than":[115],"or":[116],"equal":[117],"11%.":[118]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}