{"id":"https://openalex.org/W2052106598","doi":"https://doi.org/10.1109/icc.2014.6883868","title":"Epileptic seizure detection from EEG signal using Discrete Wavelet Transform and Ant Colony classifier","display_name":"Epileptic seizure detection from EEG signal using Discrete Wavelet Transform and Ant Colony classifier","publication_year":2014,"publication_date":"2014-06-01","ids":{"openalex":"https://openalex.org/W2052106598","doi":"https://doi.org/10.1109/icc.2014.6883868","mag":"2052106598"},"language":"en","primary_location":{"id":"doi:10.1109/icc.2014.6883868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2014.6883868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Communications (ICC)","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/A5015086369","display_name":"Osman Salem","orcid":"https://orcid.org/0000-0003-2076-9733"},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Osman Salem","raw_affiliation_strings":["LIPADE Laboratory University of Paris Descartes, France","[LIPADE Lab., Univ. of Paris Descartes, Paris, France]"],"affiliations":[{"raw_affiliation_string":"LIPADE Laboratory University of Paris Descartes, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"]},{"raw_affiliation_string":"[LIPADE Lab., Univ. of Paris Descartes, Paris, France]","institution_ids":["https://openalex.org/I204730241"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043087123","display_name":"Amal Naseem","orcid":null},"institutions":[{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]},{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Amal Naseem","raw_affiliation_strings":["LIPADE Laboratory University of Paris Descartes, France","[LIPADE Lab., Univ. of Paris Descartes, Paris, France]"],"affiliations":[{"raw_affiliation_string":"LIPADE Laboratory University of Paris Descartes, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"]},{"raw_affiliation_string":"[LIPADE Lab., Univ. of Paris Descartes, Paris, France]","institution_ids":["https://openalex.org/I204730241"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001459078","display_name":"Ahmed Mehaoua","orcid":"https://orcid.org/0000-0002-4631-6962"},"institutions":[{"id":"https://openalex.org/I204730241","display_name":"Universit\u00e9 Paris Cit\u00e9","ror":"https://ror.org/05f82e368","country_code":"FR","type":"education","lineage":["https://openalex.org/I204730241"]},{"id":"https://openalex.org/I110736937","display_name":"D\u00e9l\u00e9gation Paris 5","ror":"https://ror.org/02e0y6e06","country_code":"FR","type":"government","lineage":["https://openalex.org/I110736937","https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Ahmed Mehaoua","raw_affiliation_strings":["LIPADE Laboratory University of Paris Descartes, France","[LIPADE Lab., Univ. of Paris Descartes, Paris, France]"],"affiliations":[{"raw_affiliation_string":"LIPADE Laboratory University of Paris Descartes, France","institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"]},{"raw_affiliation_string":"[LIPADE Lab., Univ. of Paris Descartes, Paris, France]","institution_ids":["https://openalex.org/I204730241"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015086369"],"corresponding_institution_ids":["https://openalex.org/I110736937","https://openalex.org/I204730241"],"apc_list":null,"apc_paid":null,"fwci":1.7242,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.83377196,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3529","last_page":"3534"},"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":0.9969000220298767,"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/T10320","display_name":"Neural Networks and Applications","score":0.9785000085830688,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.7912684679031372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7169990539550781},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7164226770401001},{"id":"https://openalex.org/keywords/discrete-wavelet-transform","display_name":"Discrete wavelet transform","score":0.6461386680603027},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6390561461448669},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.5525189638137817},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.49560463428497314},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4554668068885803},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.45046231150627136},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4441651999950409},{"id":"https://openalex.org/keywords/ant-colony","display_name":"Ant colony","score":0.4385928511619568},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.4356297552585602},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3971823751926422},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.06755891442298889},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.057423800230026245}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7912684679031372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7169990539550781},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7164226770401001},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.6461386680603027},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6390561461448669},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.5525189638137817},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.49560463428497314},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4554668068885803},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.45046231150627136},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4441651999950409},{"id":"https://openalex.org/C60891933","wikidata":"https://www.wikidata.org/wiki/Q796575","display_name":"Ant colony","level":3,"score":0.4385928511619568},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.4356297552585602},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3971823751926422},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.06755891442298889},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.057423800230026245},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icc.2014.6883868","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icc.2014.6883868","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Communications (ICC)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.727.6128","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.727.6128","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mi.parisdescartes.fr/%7Eosalem/Papers/pdf/ICC_2014_2.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.800000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1483212964","https://openalex.org/W1510992165","https://openalex.org/W1512748702","https://openalex.org/W1552131738","https://openalex.org/W1994587403","https://openalex.org/W2032950335","https://openalex.org/W2037345298","https://openalex.org/W2053744708","https://openalex.org/W2075647286","https://openalex.org/W2096148102","https://openalex.org/W2098994855","https://openalex.org/W2117504492","https://openalex.org/W2146230369","https://openalex.org/W2164427480","https://openalex.org/W2172196383","https://openalex.org/W4236173595","https://openalex.org/W6633158147","https://openalex.org/W7045482602"],"related_works":["https://openalex.org/W2347951034","https://openalex.org/W2313077844","https://openalex.org/W2388326823","https://openalex.org/W2366876790","https://openalex.org/W2071981049","https://openalex.org/W2085792030","https://openalex.org/W2381829748","https://openalex.org/W2244460820","https://openalex.org/W1588899229","https://openalex.org/W2109336245"],"abstract_inverted_index":{"Electroencephalogram":[0],"(EEG)":[1],"is":[2,35],"the":[3,24,54,62,75,81,85,88,103,106],"electrical":[4],"signal":[5,56],"of":[6,27,105,124],"brain":[7],"which":[8,95],"contains":[9],"valuable":[10],"information":[11],"about":[12],"its":[13,58],"activities.":[14],"In":[15],"this":[16],"paper,":[17],"we":[18,69,79],"propose":[19],"a":[20,121],"new":[21],"approach":[22,34,119],"for":[23,87],"early":[25],"detection":[26,125],"epileptic":[28,100],"seizure":[29],"in":[30,102],"EEG.":[31],"The":[32],"proposed":[33,118],"based":[36],"on":[37,112],"Discrete":[38],"Wavelet":[39],"Transform":[40],"(DWT)":[41],"and":[42,78],"Ant":[43],"Colony":[44],"(AC)":[45],"Classifier.":[46],"We":[47],"started":[48],"by":[49],"applying":[50],"DWT":[51],"to":[52,60,91,98],"decompose":[53],"EEG":[55,104],"into":[57],"sub-bands":[59],"extract":[61,70],"energy":[63],"ratio":[64],"from":[65,74],"wavelet":[66],"coefficients.":[67],"Beside":[68],"some":[71],"statistical":[72],"features":[73,83],"original":[76],"signal,":[77],"use":[80],"extracted":[82],"as":[84],"input":[86],"AC":[89],"algorithm":[90],"derive":[92],"classification":[93],"rules,":[94],"are":[96],"used":[97],"detect":[99],"seizures":[101],"monitored":[107],"patient.":[108],"Our":[109],"experimental":[110],"results":[111],"real":[113],"dataset":[114],"show":[115],"that":[116],"our":[117],"achieves":[120],"high":[122],"level":[123],"accuracy.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":10},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}
