{"id":"https://openalex.org/W2794108233","doi":"https://doi.org/10.1145/3018896.3018970","title":"EEG signals classification for epileptic detection","display_name":"EEG signals classification for epileptic detection","publication_year":2017,"publication_date":"2017-03-22","ids":{"openalex":"https://openalex.org/W2794108233","doi":"https://doi.org/10.1145/3018896.3018970","mag":"2794108233"},"language":"en","primary_location":{"id":"doi:10.1145/3018896.3018970","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3018970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","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/A5056436780","display_name":"Essam H. Houssein","orcid":"https://orcid.org/0000-0002-8127-7233"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Essam H. Houssein","raw_affiliation_strings":["Minia University, Egypt"],"affiliations":[{"raw_affiliation_string":"Minia University, Egypt","institution_ids":["https://openalex.org/I89466785"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085432173","display_name":"Aboul Ella Hassanien","orcid":"https://orcid.org/0000-0002-9989-6681"},"institutions":[{"id":"https://openalex.org/I145487455","display_name":"Cairo University","ror":"https://ror.org/03q21mh05","country_code":"EG","type":"education","lineage":["https://openalex.org/I145487455"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Aboul Ella Hassanien","raw_affiliation_strings":["Cairo University, Egypt"],"affiliations":[{"raw_affiliation_string":"Cairo University, Egypt","institution_ids":["https://openalex.org/I145487455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036811887","display_name":"Alaa A. K. Ismaeel","orcid":"https://orcid.org/0000-0002-0271-0722"},"institutions":[{"id":"https://openalex.org/I89466785","display_name":"Minia University","ror":"https://ror.org/02hcv4z63","country_code":"EG","type":"education","lineage":["https://openalex.org/I89466785"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Alaa A. K. Ismaeel","raw_affiliation_strings":["Minia University, Egypt"],"affiliations":[{"raw_affiliation_string":"Minia University, Egypt","institution_ids":["https://openalex.org/I89466785"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5056436780"],"corresponding_institution_ids":["https://openalex.org/I89466785"],"apc_list":null,"apc_paid":null,"fwci":0.3931,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.62123226,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9781000018119812,"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/electroencephalography","display_name":"Electroencephalography","score":0.8236576318740845},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.7659069299697876},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7616809606552124},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.69813472032547},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.680522084236145},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5886152982711792},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5092912912368774},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.4552132785320282},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4516236186027527},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4122995138168335},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3715968430042267},{"id":"https://openalex.org/keywords/digital-signal-processing","display_name":"Digital signal processing","score":0.1448139250278473}],"concepts":[{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.8236576318740845},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.7659069299697876},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7616809606552124},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.69813472032547},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.680522084236145},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5886152982711792},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5092912912368774},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.4552132785320282},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4516236186027527},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4122995138168335},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3715968430042267},{"id":"https://openalex.org/C84462506","wikidata":"https://www.wikidata.org/wiki/Q173142","display_name":"Digital signal processing","level":2,"score":0.1448139250278473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3018896.3018970","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3018896.3018970","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Second International Conference on Internet of things, Data and Cloud Computing","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":61,"referenced_works":["https://openalex.org/W397076878","https://openalex.org/W763891248","https://openalex.org/W1964286771","https://openalex.org/W1987469773","https://openalex.org/W1988624531","https://openalex.org/W1990621315","https://openalex.org/W2003411213","https://openalex.org/W2003465012","https://openalex.org/W2005791255","https://openalex.org/W2010215165","https://openalex.org/W2013150886","https://openalex.org/W2016776416","https://openalex.org/W2022856590","https://openalex.org/W2024011138","https://openalex.org/W2025059256","https://openalex.org/W2026217312","https://openalex.org/W2028741588","https://openalex.org/W2031990580","https://openalex.org/W2035849673","https://openalex.org/W2036484014","https://openalex.org/W2038664603","https://openalex.org/W2040061778","https://openalex.org/W2040884411","https://openalex.org/W2041875327","https://openalex.org/W2043158732","https://openalex.org/W2053744708","https://openalex.org/W2054959339","https://openalex.org/W2058508918","https://openalex.org/W2058790480","https://openalex.org/W2059507648","https://openalex.org/W2065274920","https://openalex.org/W2079277602","https://openalex.org/W2081700482","https://openalex.org/W2083522361","https://openalex.org/W2084212850","https://openalex.org/W2089717566","https://openalex.org/W2090933602","https://openalex.org/W2101865311","https://openalex.org/W2115340664","https://openalex.org/W2117504492","https://openalex.org/W2119234283","https://openalex.org/W2127314631","https://openalex.org/W2139390557","https://openalex.org/W2153831862","https://openalex.org/W2155481956","https://openalex.org/W2158468574","https://openalex.org/W2159025673","https://openalex.org/W2170014674","https://openalex.org/W2170077112","https://openalex.org/W2178228580","https://openalex.org/W2198388066","https://openalex.org/W2310533075","https://openalex.org/W2461134574","https://openalex.org/W2479263883","https://openalex.org/W2514386868","https://openalex.org/W2517825796","https://openalex.org/W2952116256","https://openalex.org/W4234378110","https://openalex.org/W4253865340","https://openalex.org/W6650727962","https://openalex.org/W6683726389"],"related_works":["https://openalex.org/W2922348724","https://openalex.org/W200322357","https://openalex.org/W2130428257","https://openalex.org/W4308951944","https://openalex.org/W2057366091","https://openalex.org/W2049513647","https://openalex.org/W2032664813","https://openalex.org/W2095030957","https://openalex.org/W2066827917","https://openalex.org/W2884201223"],"abstract_inverted_index":{"Electroencephalogram":[0],"(EEG)":[1],"is":[2,14,26],"prevalently":[3],"applied":[4],"in":[5,35,76,141],"the":[6,20,36,62,133],"detection":[7,89],"and":[8,13,18,56,74,88,92,103,113,137],"prediction":[9],"of":[10,64,90,132],"epileptic":[11],"seizures,":[12],"used":[15,120,140],"to":[16,29,54,80,84,100,121],"measure":[17],"record":[19],"electrical":[21],"brain":[22],"activity.":[23],"However,":[24],"it":[25],"often":[27],"difficult":[28],"distinguish":[30],"subtle":[31,66],"but":[32],"critical":[33],"changes":[34],"EEG":[37,69,108,142],"waveform":[38],"by":[39],"human":[40],"eye":[41],"inspection":[42],"(visual":[43],"inspection),":[44],"thus":[45],"open":[46],"a":[47,128],"new":[48],"research":[49],"field":[50],"for":[51,61,107,130],"biomedical":[52],"engineers":[53],"develop":[55],"implement":[57],"several":[58],"intelligent":[59],"techniques":[60,106,117],"identification":[63],"such":[65,123],"changes.":[67],"The":[68],"signals":[70],"categorized":[71],"as":[72],"non-linear":[73],"non-stationary":[75],"nature,":[77],"which":[78],"achieve":[79],"further":[81],"complexities":[82],"according":[83],"their":[85],"manual":[86],"interpretation":[87],"normal":[91],"abnormal":[93],"activities.":[94],"Several":[95],"classifiers":[96],"have":[97],"been":[98],"proposed":[99],"improve":[101],"accurate":[102],"computationally":[104],"efficient":[105],"signal.":[109],"Swarm":[110],"optimization":[111],"algorithms":[112],"machine":[114],"learning":[115],"classification":[116,138],"are":[118],"usually":[119],"obtain":[122],"analysis.":[124],"This":[125],"paper":[126],"introduces":[127],"review":[129],"some":[131],"preprocessing,":[134],"feature":[135],"extraction":[136],"methodologies":[139],"signals.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-03-01T06:05:34.837733","created_date":"2025-10-10T00:00:00"}