{"id":"https://openalex.org/W1734549361","doi":"https://doi.org/10.1007/978-3-319-02753-1_16","title":"Unsupervised Classification of Epileptic EEG Signals with Multi Scale K-Means Algorithm","display_name":"Unsupervised Classification of Epileptic EEG Signals with Multi Scale K-Means Algorithm","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1734549361","doi":"https://doi.org/10.1007/978-3-319-02753-1_16","mag":"1734549361"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-02753-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02753-1_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","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/A5037385933","display_name":"Guohun Zhu","orcid":"https://orcid.org/0000-0003-3356-8236"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Guohun Zhu","raw_affiliation_strings":["Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100443879","display_name":"Yan Li","orcid":"https://orcid.org/0000-0002-4694-4926"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yan Li","raw_affiliation_strings":["Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100725992","display_name":"Peng Wen","orcid":"https://orcid.org/0000-0003-0939-9145"},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Peng Wen","raw_affiliation_strings":["Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, Australia and Centre for Systems Biology, University of Southern Queensland, Toowoomba, Australia#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, Australia and Centre for Systems Biology, University of Southern Queensland, Toowoomba, Australia#TAB#","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000825921","display_name":"Shuaifang Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shuaifang Wang","raw_affiliation_strings":["Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022096691","display_name":"Ning Zhong","orcid":"https://orcid.org/0000-0001-7882-8340"},"institutions":[{"id":"https://openalex.org/I153470267","display_name":"Maebashi Institute of Technology","ror":"https://ror.org/01x05rm94","country_code":"JP","type":"education","lineage":["https://openalex.org/I153470267"]},{"id":"https://openalex.org/I185523456","display_name":"University of Southern Queensland","ror":"https://ror.org/04sjbnx57","country_code":"AU","type":"education","lineage":["https://openalex.org/I185523456"]}],"countries":["AU","JP"],"is_corresponding":false,"raw_author_name":"Ning Zhong","raw_affiliation_strings":["Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","Department of Life Science and Informatics, Maebashi Institute of Technology, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Systems Biology, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Faculty of Health, Engineering and Sciences, University of Southern Queensland, Toowoomba, QLD, 4350, Australia","institution_ids":["https://openalex.org/I185523456"]},{"raw_affiliation_string":"Department of Life Science and Informatics, Maebashi Institute of Technology, Japan","institution_ids":["https://openalex.org/I153470267"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7911,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.65040468,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"158","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":1.0,"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":1.0,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10320","display_name":"Neural Networks and Applications","score":0.972000002861023,"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":0.8066834211349487},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7217043042182922},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7106887102127075},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5990637540817261},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5822266340255737},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5488265156745911},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5313283205032349},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.4905022978782654},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.47836798429489136},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4480559825897217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8066834211349487},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7217043042182922},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7106887102127075},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5990637540817261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5822266340255737},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5488265156745911},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5313283205032349},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.4905022978782654},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.47836798429489136},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4480559825897217},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-02753-1_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-02753-1_16","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:95da202","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W261493166","https://openalex.org/W1768257245","https://openalex.org/W1988150589","https://openalex.org/W1998711164","https://openalex.org/W2006319238","https://openalex.org/W2011484846","https://openalex.org/W2012383929","https://openalex.org/W2021970732","https://openalex.org/W2045333176","https://openalex.org/W2053744708","https://openalex.org/W2065454702","https://openalex.org/W2073459066","https://openalex.org/W2093266575","https://openalex.org/W2107541057","https://openalex.org/W2107941496","https://openalex.org/W2108399535","https://openalex.org/W2127218421","https://openalex.org/W2132958733","https://openalex.org/W2415751681","https://openalex.org/W2950437976","https://openalex.org/W3145543370"],"related_works":["https://openalex.org/W3204184292","https://openalex.org/W3176564347","https://openalex.org/W1985458517","https://openalex.org/W2355833770","https://openalex.org/W3031039437","https://openalex.org/W3095877357","https://openalex.org/W4387877362","https://openalex.org/W4385595302","https://openalex.org/W2166624857","https://openalex.org/W2899025944"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":4},{"year":2014,"cited_by_count":2}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}