{"id":"https://openalex.org/W2277425195","doi":"https://doi.org/10.1142/s0129065716500118","title":"Epileptic Seizure Detection with Log-Euclidean Gaussian Kernel-Based Sparse Representation","display_name":"Epileptic Seizure Detection with Log-Euclidean Gaussian Kernel-Based Sparse Representation","publication_year":2016,"publication_date":"2016-01-10","ids":{"openalex":"https://openalex.org/W2277425195","doi":"https://doi.org/10.1142/s0129065716500118","mag":"2277425195","pmid":"https://pubmed.ncbi.nlm.nih.gov/26906674"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065716500118","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065716500118","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/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/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/A5060958969","display_name":"Qi Wu","orcid":"https://orcid.org/0000-0003-3631-256X"},"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 Wu","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":"last","author":{"id":"https://openalex.org/A5100435006","display_name":"Yanli Zhang","orcid":"https://orcid.org/0000-0001-8601-8006"},"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":"Yanli Zhang","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"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1009,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.8597402,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"26","issue":"03","first_page":"1650011","last_page":"1650011"},"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":0.9990000128746033,"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9886999726295471,"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/reproducing-kernel-hilbert-space","display_name":"Reproducing kernel Hilbert space","score":0.6967822313308716},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.643741250038147},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6190409064292908},{"id":"https://openalex.org/keywords/gaussian-function","display_name":"Gaussian function","score":0.5671192407608032},{"id":"https://openalex.org/keywords/euclidean-space","display_name":"Euclidean space","score":0.5647003650665283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.535396158695221},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5132572650909424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48180288076400757},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.46973714232444763},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.44901180267333984},{"id":"https://openalex.org/keywords/euclidean-distance","display_name":"Euclidean distance","score":0.42423659563064575},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.41434890031814575},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.4141753315925598},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3490368127822876},{"id":"https://openalex.org/keywords/hilbert-space","display_name":"Hilbert space","score":0.30834972858428955},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.2935761511325836},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1523618996143341},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.13717523217201233},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07426455616950989}],"concepts":[{"id":"https://openalex.org/C80884492","wikidata":"https://www.wikidata.org/wiki/Q3345678","display_name":"Reproducing kernel Hilbert space","level":3,"score":0.6967822313308716},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.643741250038147},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6190409064292908},{"id":"https://openalex.org/C7218915","wikidata":"https://www.wikidata.org/wiki/Q1054475","display_name":"Gaussian function","level":3,"score":0.5671192407608032},{"id":"https://openalex.org/C186450821","wikidata":"https://www.wikidata.org/wiki/Q17295","display_name":"Euclidean space","level":2,"score":0.5647003650665283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.535396158695221},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5132572650909424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48180288076400757},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.46973714232444763},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.44901180267333984},{"id":"https://openalex.org/C120174047","wikidata":"https://www.wikidata.org/wiki/Q847073","display_name":"Euclidean distance","level":2,"score":0.42423659563064575},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.41434890031814575},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.4141753315925598},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3490368127822876},{"id":"https://openalex.org/C62799726","wikidata":"https://www.wikidata.org/wiki/Q190056","display_name":"Hilbert space","level":2,"score":0.30834972858428955},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.2935761511325836},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1523618996143341},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.13717523217201233},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07426455616950989},{"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000069280","descriptor_name":"Electrocorticography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000601","qualifier_name":"surgery","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":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017711","descriptor_name":"Nonlinear Dynamics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D066264","descriptor_name":"Datasets as Topic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1142/s0129065716500118","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065716500118","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:26906674","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/26906674","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W1482021765","https://openalex.org/W1508406818","https://openalex.org/W1579536868","https://openalex.org/W1636374184","https://openalex.org/W1963735786","https://openalex.org/W1964749215","https://openalex.org/W1964903714","https://openalex.org/W1968717940","https://openalex.org/W1971073863","https://openalex.org/W1971386783","https://openalex.org/W1972421940","https://openalex.org/W1974028377","https://openalex.org/W1974991504","https://openalex.org/W1975527028","https://openalex.org/W1980916780","https://openalex.org/W1982421280","https://openalex.org/W1985063305","https://openalex.org/W1988998152","https://openalex.org/W1992711095","https://openalex.org/W1993513317","https://openalex.org/W2004731943","https://openalex.org/W2013899329","https://openalex.org/W2019697492","https://openalex.org/W2024461202","https://openalex.org/W2029510783","https://openalex.org/W2035987281","https://openalex.org/W2038314717","https://openalex.org/W2038421214","https://openalex.org/W2041935121","https://openalex.org/W2048192550","https://openalex.org/W2062895901","https://openalex.org/W2071756182","https://openalex.org/W2073182108","https://openalex.org/W2077746856","https://openalex.org/W2080168990","https://openalex.org/W2081895431","https://openalex.org/W2085254417","https://openalex.org/W2090866563","https://openalex.org/W2092206153","https://openalex.org/W2097546612","https://openalex.org/W2098149468","https://openalex.org/W2101383962","https://openalex.org/W2113894235","https://openalex.org/W2113957296","https://openalex.org/W2116888785","https://openalex.org/W2117228279","https://openalex.org/W2118033287","https://openalex.org/W2119234283","https://openalex.org/W2122923860","https://openalex.org/W2129812935","https://openalex.org/W2133082272","https://openalex.org/W2133848164","https://openalex.org/W2134149004","https://openalex.org/W2138580453","https://openalex.org/W2154601099","https://openalex.org/W2158468574","https://openalex.org/W2167164761","https://openalex.org/W2169812774","https://openalex.org/W2190884494","https://openalex.org/W2217430106","https://openalex.org/W2284031736","https://openalex.org/W2326159140","https://openalex.org/W4234795407","https://openalex.org/W4248307879"],"related_works":["https://openalex.org/W2894427141","https://openalex.org/W2056283567","https://openalex.org/W3118393464","https://openalex.org/W3014226319","https://openalex.org/W2172290429","https://openalex.org/W4221107122","https://openalex.org/W25117969","https://openalex.org/W2140869420","https://openalex.org/W2061713275","https://openalex.org/W2154558852"],"abstract_inverted_index":{"Epileptic":[0],"seizure":[1,63,202],"detection":[2,64,203],"plays":[3],"an":[4],"important":[5],"role":[6],"in":[7,40,51,65],"the":[8,14,45,54,66,69,81,86,117,129,136,156,166],"diagnosis":[9],"of":[10,17,68,109,149,170,190],"epilepsy":[11],"and":[12,116,173,181,198],"reducing":[13],"massive":[15],"workload":[16],"reviewing":[18],"electroencephalography":[19],"(EEG)":[20],"recordings.":[21,43],"In":[22],"this":[23,185],"work,":[24],"a":[25,77,97],"novel":[26],"algorithm":[27],"is":[28,60,84,91,152,163,195],"developed":[29],"to":[30,93],"detect":[31],"seizures":[32],"employing":[33],"log-Euclidean":[34,55,87,143],"Gaussian":[35,56,88,144],"kernel-based":[36,57,145],"sparse":[37],"representation":[38],"(SR)":[39],"long-term":[41],"EEG":[42,107,121,168,191],"Unlike":[44],"traditional":[46,201],"SR":[47,58],"for":[48,62,103],"vector":[49],"data":[50],"Euclidean":[52],"space,":[53],"framework":[59],"proposed":[61,161],"space":[67,101],"symmetric":[70],"positive":[71],"definite":[72],"(SPD)":[73],"matrices,":[74],"which":[75,194],"form":[76],"Riemannian":[78,82],"manifold.":[79],"Since":[80],"manifold":[83],"nonlinear,":[85],"kernel":[89,99],"function":[90],"applied":[92],"embed":[94],"it":[95],"into":[96,114],"reproducing":[98],"Hilbert":[100],"(RKHS)":[102],"performing":[104],"SR.":[105,146],"The":[106,147,160],"signals":[108],"all":[110],"channels":[111,189],"are":[112,123,132],"divided":[113],"epochs":[115,122],"SPD":[118],"matrices":[119],"representing":[120],"generated":[124],"by":[125,139,154],"covariance":[126],"descriptors.":[127],"Then,":[128],"testing":[130,150],"samples":[131,141,151],"sparsely":[133],"coded":[134],"over":[135],"dictionary":[137],"composed":[138],"training":[140],"utilizing":[142],"classification":[148],"achieved":[153],"computing":[155],"minimal":[157],"reconstructed":[158],"residuals.":[159],"method":[162,186],"evaluated":[164],"on":[165,178],"Freiburg":[167],"dataset":[169],"21":[171],"patients":[172],"shows":[174],"its":[175],"notable":[176],"performance":[177],"both":[179],"epoch-based":[180],"event-based":[182],"assessments.":[183],"Moreover,":[184],"handles":[187],"multiple":[188],"recordings":[192],"synchronously":[193],"more":[196],"speedy":[197],"efficient":[199],"than":[200],"methods.":[204]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":6}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
