{"id":"https://openalex.org/W2118033287","doi":"https://doi.org/10.1142/s0129065714500154","title":"EPILEPTIC EEG CLASSIFICATION BASED ON KERNEL SPARSE REPRESENTATION","display_name":"EPILEPTIC EEG CLASSIFICATION BASED ON KERNEL SPARSE REPRESENTATION","publication_year":2014,"publication_date":"2014-03-06","ids":{"openalex":"https://openalex.org/W2118033287","doi":"https://doi.org/10.1142/s0129065714500154","mag":"2118033287","pmid":"https://pubmed.ncbi.nlm.nih.gov/24694170"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065714500154","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065714500154","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5019180907","display_name":"Qi Yuan","orcid":"https://orcid.org/0000-0002-1342-3374"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"QI YUAN","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","Suzhou Institute of Shandong University, Suzhou 215123, P. R. China","School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China , Suzhou Institute of Shandong University, Suzhou 215123, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Suzhou Institute of Shandong University, Suzhou 215123, P. R. China","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210125878"]},{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China , Suzhou Institute of Shandong University, Suzhou 215123, P. R. China","institution_ids":["https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055283229","display_name":"Weidong Zhou","orcid":"https://orcid.org/0000-0001-9481-1696"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"WEIDONG ZHOU","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","Suzhou Institute of Shandong University, Suzhou 215123, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Suzhou Institute of Shandong University, Suzhou 215123, P. R. China","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011951772","display_name":"Shasha Yuan","orcid":"https://orcid.org/0000-0003-4792-9880"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"SHASHA YUAN","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","Suzhou Institute of Shandong University, Suzhou 215123, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Suzhou Institute of Shandong University, Suzhou 215123, P. R. China","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107228922","display_name":"Xueli Li","orcid":"https://orcid.org/0009-0004-6723-1206"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]},{"id":"https://openalex.org/I4210125878","display_name":"Suzhou Research Institute","ror":"https://ror.org/03ebk0c60","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210125878"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"XUELI LI","raw_affiliation_strings":["School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","Suzhou Institute of Shandong University, Suzhou 215123, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Shandong University, Jinan 250100, P. R. China","institution_ids":["https://openalex.org/I154099455"]},{"raw_affiliation_string":"Suzhou Institute of Shandong University, Suzhou 215123, P. R. China","institution_ids":["https://openalex.org/I154099455","https://openalex.org/I4210125878"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101881511","display_name":"Jiwen Wang","orcid":"https://orcid.org/0000-0001-9158-562X"},"institutions":[{"id":"https://openalex.org/I4210161528","display_name":"Qilu Hospital of Shandong University","ror":"https://ror.org/056ef9489","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161528"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JIWEN WANG","raw_affiliation_strings":["Qilu Hospital, Shandong University, Jinan 250100, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu Hospital, Shandong University, Jinan 250100, P. R. China","institution_ids":["https://openalex.org/I4210161528"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080471606","display_name":"Guijuan Jia","orcid":null},"institutions":[{"id":"https://openalex.org/I4210161528","display_name":"Qilu Hospital of Shandong University","ror":"https://ror.org/056ef9489","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210161528"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"GUIJUAN JIA","raw_affiliation_strings":["Qilu Hospital, Shandong University, Jinan 250100, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qilu Hospital, Shandong University, Jinan 250100, P. R. China","institution_ids":["https://openalex.org/I4210161528"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4822,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.95408332,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"24","issue":"04","first_page":"1450015","last_page":"1450015"},"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":0.9991000294685364,"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/T10581","display_name":"Neural dynamics and brain function","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/ictal","display_name":"Ictal","score":0.8090964555740356},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7544273138046265},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.734989583492279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6398835182189941},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6101511120796204},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5684305429458618},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.37205368280410767},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3142586946487427},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13885381817817688}],"concepts":[{"id":"https://openalex.org/C17755696","wikidata":"https://www.wikidata.org/wiki/Q16564780","display_name":"Ictal","level":3,"score":0.8090964555740356},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7544273138046265},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.734989583492279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6398835182189941},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6101511120796204},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5684305429458618},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.37205368280410767},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3142586946487427},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13885381817817688},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000145","qualifier_name":"classification","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060388","descriptor_name":"Support Vector Machine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065714500154","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065714500154","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:24694170","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24694170","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1476286403","https://openalex.org/W1593421574","https://openalex.org/W1608735834","https://openalex.org/W1889373872","https://openalex.org/W1963671300","https://openalex.org/W1963735786","https://openalex.org/W1965989235","https://openalex.org/W1966835677","https://openalex.org/W1968717940","https://openalex.org/W1970415653","https://openalex.org/W1974991504","https://openalex.org/W1982421280","https://openalex.org/W1985063305","https://openalex.org/W1998302204","https://openalex.org/W2003060166","https://openalex.org/W2004718447","https://openalex.org/W2004731943","https://openalex.org/W2004816127","https://openalex.org/W2013899329","https://openalex.org/W2021970732","https://openalex.org/W2024461202","https://openalex.org/W2028723065","https://openalex.org/W2030718155","https://openalex.org/W2034697419","https://openalex.org/W2035987281","https://openalex.org/W2036272873","https://openalex.org/W2038421214","https://openalex.org/W2041935121","https://openalex.org/W2053744708","https://openalex.org/W2062895901","https://openalex.org/W2071756182","https://openalex.org/W2080168990","https://openalex.org/W2081895431","https://openalex.org/W2085743383","https://openalex.org/W2091082022","https://openalex.org/W2092206153","https://openalex.org/W2098149468","https://openalex.org/W2101827712","https://openalex.org/W2113957296","https://openalex.org/W2116888785","https://openalex.org/W2117228279","https://openalex.org/W2119234283","https://openalex.org/W2119667497","https://openalex.org/W2125513893","https://openalex.org/W2129638195","https://openalex.org/W2129812935","https://openalex.org/W2134149004","https://openalex.org/W2142848040","https://openalex.org/W2147922421","https://openalex.org/W2156192068","https://openalex.org/W2158976038","https://openalex.org/W2160867523","https://openalex.org/W2164452299","https://openalex.org/W2168717107","https://openalex.org/W2169531126","https://openalex.org/W2296319761","https://openalex.org/W2494580091","https://openalex.org/W3022380717","https://openalex.org/W3144858519","https://openalex.org/W4234795407","https://openalex.org/W4236173595","https://openalex.org/W4248307879","https://openalex.org/W4250589301"],"related_works":["https://openalex.org/W2075017247","https://openalex.org/W1988222024","https://openalex.org/W2078261043","https://openalex.org/W4318917056","https://openalex.org/W3000816921","https://openalex.org/W2063907707","https://openalex.org/W2790392165","https://openalex.org/W2405240590","https://openalex.org/W2809907213","https://openalex.org/W3091390542"],"abstract_inverted_index":{"The":[0,95,154],"automatic":[1],"identification":[2],"of":[3,14,17,22,34,61,121,141,158],"epileptic":[4,39],"EEG":[5,18,45,69,97,114,122,164,171],"signals":[6],"is":[7,71,99,134],"significant":[8],"in":[9,58,126,196],"both":[10],"relieving":[11],"heavy":[12],"workload":[13],"visual":[15],"inspection":[16],"recordings":[19],"and":[20,54,82,89,119,151,162,166,169],"treatment":[21],"epilepsy.":[23],"This":[24],"paper":[25],"presents":[26],"a":[27,67,138],"novel":[28],"method":[29,144],"based":[30,64],"on":[31,74],"the":[32,43,59,75,83,102,106,112,117,127,131,142,147,177,182,186,191,197],"theory":[33],"sparse":[35,62],"representation":[36,63],"to":[37,136],"identify":[38],"EEGs.":[40],"At":[41],"first,":[42],"raw":[44],"epochs":[46],"are":[47,93,124],"preprocessed":[48],"via":[49],"Gaussian":[50],"low":[51],"pass":[52],"filtering":[53],"differential":[55],"operation.":[56],"Then,":[57],"scheme":[60],"classification":[65,115,165,172],"(SRC),":[66],"test":[68,96],"sample":[70,98],"sparsely":[72],"represented":[73,84,108],"training":[76,91],"set":[77],"by":[78,176],"solving":[79],"l1-minimization":[80],"problem,":[81],"residuals":[85],"associated":[86],"with":[87],"ictal":[88,150,161,168],"interictal":[90,152,163],"samples":[92],"computed.":[94],"categorized":[100],"as":[101],"class":[103],"that":[104],"yields":[105],"minimum":[107],"residual.":[109],"So":[110],"unlike":[111],"conventional":[113],"methods,":[116],"choice":[118],"calculation":[120],"features":[123],"avoided":[125],"proposed":[128],"framework.":[129],"Moreover,":[130],"kernel":[132,139,178,187],"trick":[133],"employed":[135],"generate":[137],"version":[140],"SRC":[143,188],"for":[145,160,167,190],"improving":[146],"separability":[148],"between":[149],"classes.":[153],"satisfactory":[155],"recognition":[156],"accuracy":[157],"98.63%":[159],"normal":[170],"has":[173],"been":[174],"achieved":[175],"SRC.":[179],"In":[180],"addition,":[181],"fast":[183],"speed":[184],"makes":[185],"suit":[189],"real-time":[192],"seizure":[193],"monitoring":[194],"application":[195],"near":[198],"future.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}