{"id":"https://openalex.org/W2020675246","doi":"https://doi.org/10.1109/iceee.2013.6676057","title":"Detection of absence epileptic seizures using support vector machine","display_name":"Detection of absence epileptic seizures using support vector machine","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2020675246","doi":"https://doi.org/10.1109/iceee.2013.6676057","mag":"2020675246"},"language":"en","primary_location":{"id":"doi:10.1109/iceee.2013.6676057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceee.2013.6676057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","raw_type":"proceedings-article"},"type":"article","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/A5047165256","display_name":"Camilo Reyes","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"C.F. Reyes","raw_affiliation_strings":["Maestrta en Tecnologia Avanzada, IPN, M\u00e9xico, D.F","Maestria en Tecnol. Av., UPIITA, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Maestrta en Tecnologia Avanzada, IPN, M\u00e9xico, D.F","institution_ids":[]},{"raw_affiliation_string":"Maestria en Tecnol. Av., UPIITA, Mexico City, Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028821364","display_name":"T. Contreras","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T. J. Contreras","raw_affiliation_strings":["Maestrta en Tecnologia Avanzada, IPN, M\u00e9xico, D.F","Maestria en Tecnol. Av., UPIITA, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Maestrta en Tecnologia Avanzada, IPN, M\u00e9xico, D.F","institution_ids":[]},{"raw_affiliation_string":"Maestria en Tecnol. Av., UPIITA, Mexico City, Mexico","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015015116","display_name":"Blanca Tovar-Corona","orcid":"https://orcid.org/0000-0002-0058-7863"},"institutions":[{"id":"https://openalex.org/I59361560","display_name":"Instituto Polit\u00e9cnico Nacional","ror":"https://ror.org/059sp8j34","country_code":"MX","type":"education","lineage":["https://openalex.org/I59361560"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"B. Tovar","raw_affiliation_strings":["Academia de Sistemas, IPN, M\u00e9xico, D.F","IPN, UPIITA, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Academia de Sistemas, IPN, M\u00e9xico, D.F","institution_ids":[]},{"raw_affiliation_string":"IPN, UPIITA, Mexico City, Mexico","institution_ids":["https://openalex.org/I59361560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110229208","display_name":"L. Garay","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"L.I. Garay","raw_affiliation_strings":["Maestrta en Tecnologia Avanzada, IPN, M\u00e9xico, D.F","Maestria en Tecnol. Av., UPIITA, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Maestrta en Tecnologia Avanzada, IPN, M\u00e9xico, D.F","institution_ids":[]},{"raw_affiliation_string":"Maestria en Tecnol. Av., UPIITA, Mexico City, Mexico","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056463396","display_name":"Marcelo A. da Silva","orcid":"https://orcid.org/0000-0001-9079-8981"},"institutions":[{"id":"https://openalex.org/I164915025","display_name":"Mexican Social Security Institute","ror":"https://ror.org/03xddgg98","country_code":"MX","type":"government","lineage":["https://openalex.org/I164915025"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"M. A. Silva","raw_affiliation_strings":["Hospital La Raza, IMSS, M\u00e9xico, D.F","Hosp. La Raza, IMSS, Mexico City, Mexico"],"affiliations":[{"raw_affiliation_string":"Hospital La Raza, IMSS, M\u00e9xico, D.F","institution_ids":[]},{"raw_affiliation_string":"Hosp. La Raza, IMSS, Mexico City, Mexico","institution_ids":["https://openalex.org/I164915025"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5047165256"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.152,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50812312,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":null,"first_page":"132","last_page":"137"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9932000041007996,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.987500011920929,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.862334132194519},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.7223734259605408},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7202304601669312},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.6434207558631897},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.594336986541748},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5669817924499512},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5370197892189026},{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.477113276720047},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.4579642415046692},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.45131731033325195},{"id":"https://openalex.org/keywords/polynomial-kernel","display_name":"Polynomial kernel","score":0.43561336398124695},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3896501660346985},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.33612972497940063},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3242824077606201},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3100103735923767},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.21819087862968445},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.206226646900177},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1387183964252472},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07790300250053406}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.862334132194519},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.7223734259605408},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7202304601669312},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.6434207558631897},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.594336986541748},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5669817924499512},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5370197892189026},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.477113276720047},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.4579642415046692},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.45131731033325195},{"id":"https://openalex.org/C160446489","wikidata":"https://www.wikidata.org/wiki/Q7226642","display_name":"Polynomial kernel","level":4,"score":0.43561336398124695},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3896501660346985},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.33612972497940063},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3242824077606201},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3100103735923767},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21819087862968445},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.206226646900177},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1387183964252472},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07790300250053406},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceee.2013.6676057","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceee.2013.6676057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 10th International Conference on Electrical Engineering, Computing Science and Automatic Control (CCE)","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":9,"referenced_works":["https://openalex.org/W171862765","https://openalex.org/W1556131344","https://openalex.org/W2005791255","https://openalex.org/W2059638203","https://openalex.org/W2078619499","https://openalex.org/W2108575942","https://openalex.org/W2127297516","https://openalex.org/W6676564975","https://openalex.org/W6679086388"],"related_works":["https://openalex.org/W3123056048","https://openalex.org/W4386075310","https://openalex.org/W2169565408","https://openalex.org/W4389428786","https://openalex.org/W1603091392","https://openalex.org/W2095626363","https://openalex.org/W2089892314","https://openalex.org/W2165576085","https://openalex.org/W2974741803","https://openalex.org/W2420851703"],"abstract_inverted_index":{"An":[0],"application":[1],"of":[2,28,45],"support":[3],"vector":[4],"machine":[5],"is":[6,31,56],"presented":[7],"as":[8],"a":[9,19],"tool":[10],"for":[11,42],"events":[12],"detection":[13,44],"in":[14,62],"the":[15,43,53,57],"electroencephalogram":[16],"recorded":[17],"from":[18],"patient":[20],"clinically":[21],"diagnosed":[22],"with":[23,52,59],"absence":[24],"epilepsy.":[25],"A":[26],"comparison":[27],"five":[29],"kernels":[30],"shown":[32],"(linear,":[33],"quadratic,":[34,58],"polynomial,":[35],"RBP":[36],"and":[37],"MLP)":[38],"evaluating":[39],"their":[40],"efficiency":[41],"this":[46,63],"epileptic":[47],"event":[48],"occurrence.":[49],"The":[50],"kernel":[51],"best":[54],"performance":[55],"99.43%":[60],"accuracy":[61],"specific":[64],"case.":[65]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}