{"id":"https://openalex.org/W2512179886","doi":"https://doi.org/10.3233/978-1-61499-678-1-722","title":"Towards a Selection Mechanism of Relevant Features for Automatic Epileptic Seizures Detection","display_name":"Towards a Selection Mechanism of Relevant Features for Automatic Epileptic Seizures Detection","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2512179886","doi":"https://doi.org/10.3233/978-1-61499-678-1-722","mag":"2512179886","pmid":"https://pubmed.ncbi.nlm.nih.gov/27577480"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-678-1-722","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-678-1-722","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"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/A5031834585","display_name":"Maritza Mera-Gaona","orcid":"https://orcid.org/0000-0001-8511-213X"},"institutions":[{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Mera-Gaona Maritza","raw_affiliation_strings":["Telematics Engineering Research Group, Universidad del Cauca, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telematics Engineering Research Group, Universidad del Cauca, Colombia","institution_ids":["https://openalex.org/I152650591"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Vargas-Canas Rubiel","orcid":null},"institutions":[{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Vargas-Canas Rubiel","raw_affiliation_strings":["Dynamics systems, Instrumentation and Control Research Group, Universidad del Cauca, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dynamics systems, Instrumentation and Control Research Group, Universidad del Cauca, Colombia","institution_ids":["https://openalex.org/I152650591"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003752231","display_name":"Diego M. L\u00f3pez","orcid":"https://orcid.org/0000-0001-9425-4375"},"institutions":[{"id":"https://openalex.org/I152650591","display_name":"University of Cauca","ror":"https://ror.org/04fybn584","country_code":"CO","type":"education","lineage":["https://openalex.org/I152650591"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Lopez Diego M.","raw_affiliation_strings":["Telematics Engineering Research Group, Universidad del Cauca, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Telematics Engineering Research Group, Universidad del Cauca, Colombia","institution_ids":["https://openalex.org/I152650591"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031834585"],"corresponding_institution_ids":["https://openalex.org/I152650591"],"apc_list":null,"apc_paid":null,"fwci":0.7468,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69945148,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"228","issue":null,"first_page":"722","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9850999712944031,"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":0.9850999712944031,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10094","display_name":"Epilepsy research and treatment","score":0.0015999999595806003,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.7630870938301086},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.7429101467132568},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6429468989372253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5955640077590942},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.40254533290863037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3718583285808563},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.20939800143241882}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.7630870938301086},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7429101467132568},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6429468989372253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5955640077590942},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.40254533290863037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3718583285808563},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.20939800143241882},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"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":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false},{"descriptor_ui":"D012640","descriptor_name":"Seizures","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.3233/978-1-61499-678-1-722","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-678-1-722","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:27577480","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27577480","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":"Studies in health technology and informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5199999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W1545074592","https://openalex.org/W2275559830","https://openalex.org/W351867064","https://openalex.org/W2806490148"],"abstract_inverted_index":{"BACKGROUND:":[0],"Epilepsy":[1],"diagnosis":[2,18],"is":[3,19,48,78],"frequently":[4],"confirmed":[5],"using":[6],"electroencephalogram":[7],"(EEG)":[8],"along":[9],"with":[10,21,226],"clinical":[11],"data.":[12],"The":[13,73,164,180,213],"main":[14,42],"difficulty":[15],"in":[16,45,87,91,130,142,193,197,222],"the":[17,22,41,49,81,124,158,161,168,186,198,208,219,223],"associated":[20],"large":[23,65],"amount":[24],"of":[25,40,51,59,67,75,83,101,116,127,160,170,185,188,200,203,229],"data":[26],"generated":[27],"by":[28,34,177],"EEG,":[29],"which":[30],"must":[31],"be":[32],"analyzed":[33],"neurologists":[35],"for":[36,137,173],"identifying":[37],"abnormalities.":[38],"One":[39],"research":[43],"challenges":[44],"this":[46,76],"area":[47],"identification":[50],"relevant":[52,102,204],"EEG":[53,68,121,140,152],"features":[54,69,103,118,129,171,205],"that":[55,167],"allow":[56],"automatic":[57,106,209],"detection":[58],"epileptic":[60,107,147,210],"seizures,":[61],"especially":[62],"when":[63],"a":[64,95,99,114,134,201],"number":[66,169],"are":[70],"analyzed.":[71],"OBJECTIVE:":[72],"aim":[74],"paper":[77,112,181],"to":[79,93,97,104,132,156,206],"analize":[80],"accuracy":[82,187,228],"algorithms":[84],"typically":[85,191],"used":[86,155,172,192],"feature":[88,194],"selection":[89,195,199],"processes,":[90,196],"order":[92,131],"propose":[94],"mechanism":[96],"identify":[98,133],"set":[100,115,136,202],"support":[105,207],"seizures":[108,211],"detection.":[109,212],"RESULTS:":[110],"This":[111],"presents":[113],"161":[117],"extracted":[119],"from":[120],"signals":[122,141],"and":[123],"relevance":[125,159],"analysis":[126,184],"these":[128],"reduced":[135,176],"efficiently":[138],"classifying":[139],"two":[143],"categories:":[144],"normal":[145],"o":[146],"seizure":[148],"(abnormal).":[149],"A":[150],"public":[151],"database":[153],"was":[154],"assess":[157],"selected":[162],"features.":[163],"results":[165,221],"show":[166],"classification":[174,224],"were":[175],"97.51%.":[178],"CONCLUSIONS:":[179],"provided":[182],"an":[183,227],"three":[189],"algorithms,":[190],"Forward":[214],"Selection":[215],"algorithm":[216],"(FSA)":[217],"produced":[218],"best":[220],"process,":[225],"80.77%.":[230]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}