{"id":"https://openalex.org/W3093568866","doi":"https://doi.org/10.1109/atsip49331.2020.9231743","title":"Automatic Recognition of Epileptiform EEG Abnormalities Using Machine Learning Approaches","display_name":"Automatic Recognition of Epileptiform EEG Abnormalities Using Machine Learning Approaches","publication_year":2020,"publication_date":"2020-09-01","ids":{"openalex":"https://openalex.org/W3093568866","doi":"https://doi.org/10.1109/atsip49331.2020.9231743","mag":"3093568866"},"language":"en","primary_location":{"id":"doi:10.1109/atsip49331.2020.9231743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip49331.2020.9231743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","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/A5051346604","display_name":"Itaf Ben Slimen","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Itaf Ben Slimen","raw_affiliation_strings":["CEREP Research Lab, ENSIT, University of Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"CEREP Research Lab, ENSIT, University of Tunis, Tunisia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065753894","display_name":"Hassene Seddik","orcid":"https://orcid.org/0000-0003-0848-8285"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hassene Seddik","raw_affiliation_strings":["CEREP Research Lab, ENSIT, University of Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"CEREP Research Lab, ENSIT, University of Tunis, Tunisia","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5051346604"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4462,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.60226776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"126","issue":null,"first_page":"1","last_page":"4"},"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/T10241","display_name":"Functional Brain Connectivity Studies","score":0.9713000059127808,"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/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9682999849319458,"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/electroencephalography","display_name":"Electroencephalography","score":0.7857627868652344},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7142889499664307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5854004621505737},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4349968135356903},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.42287954688072205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3734167218208313},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.24041444063186646},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15477368235588074}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7857627868652344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7142889499664307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5854004621505737},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4349968135356903},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.42287954688072205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3734167218208313},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.24041444063186646},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15477368235588074}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/atsip49331.2020.9231743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/atsip49331.2020.9231743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 5th International Conference on Advanced Technologies for Signal and Image Processing (ATSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1566689562","https://openalex.org/W1974991504","https://openalex.org/W1979522875","https://openalex.org/W1989801867","https://openalex.org/W2000548777","https://openalex.org/W2005336117","https://openalex.org/W2011714246","https://openalex.org/W2025668297","https://openalex.org/W2035163366","https://openalex.org/W2036007897","https://openalex.org/W2046233769","https://openalex.org/W2048124453","https://openalex.org/W2053744708","https://openalex.org/W2070356210","https://openalex.org/W2079757204","https://openalex.org/W2087347434","https://openalex.org/W2104839346","https://openalex.org/W2113662425","https://openalex.org/W2119705365","https://openalex.org/W2126030941","https://openalex.org/W2130947713","https://openalex.org/W2139755184","https://openalex.org/W2140123013","https://openalex.org/W2147169507","https://openalex.org/W2156909104","https://openalex.org/W2185100366","https://openalex.org/W2798730880","https://openalex.org/W2911964244","https://openalex.org/W4244238212","https://openalex.org/W6738852829"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1,15,67],"one":[2],"of":[3,10,20,24],"the":[4,11,18,59,63,74,86,97],"various":[5],"neurological":[6],"disorders":[7],"with":[8,50,94],"1%":[9],"world":[12],"population.":[13],"It":[14],"characterized":[16,46],"by":[17,47],"anomalous":[19],"a":[21,29,90],"large":[22],"number":[23],"neurons.":[25],"In":[26],"this":[27],"paper,":[28],"proposed":[30,87],"automated":[31],"system":[32],"for":[33],"seizure":[34],"detection":[35],"and":[36,62],"diagnosis":[37],"using":[38,78,96],"EEG":[39,75,84],"signals":[40],"records.":[41],"Seizures":[42],"periods":[43],"are":[44],"generally":[45],"epileptiform":[48,66],"discharges":[49],"different":[51],"changes":[52],"including":[53],"spike":[54],"rate":[55],"variation":[56],"according":[57],"to":[58,72],"shapes,":[60],"spikes":[61],"amplitude.":[64],"The":[65],"used":[68],"as":[69],"an":[70],"indicator":[71],"anticipate":[73],"signal":[76],"class":[77],"machine":[79],"learning":[80],"methods.":[81],"Based":[82],"on":[83],"characterizes":[85],"approach":[88],"achieves":[89],"perfect":[91],"classification":[92],"rates":[93],"99.8%":[95],"Bonn":[98],"database.":[99]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}