{"id":"https://openalex.org/W2055957277","doi":"https://doi.org/10.1109/aiccsa.2014.7073258","title":"Performance Comparison of classification algorithms for EEG-based remote epileptic seizure detection in Wireless Sensor Networks","display_name":"Performance Comparison of classification algorithms for EEG-based remote epileptic seizure detection in Wireless Sensor Networks","publication_year":2014,"publication_date":"2014-11-01","ids":{"openalex":"https://openalex.org/W2055957277","doi":"https://doi.org/10.1109/aiccsa.2014.7073258","mag":"2055957277"},"language":"en","primary_location":{"id":"doi:10.1109/aiccsa.2014.7073258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2014.7073258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA)","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/A5051848738","display_name":"Khalid Abualsaud","orcid":"https://orcid.org/0000-0002-6693-3386"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]},{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY","QA"],"is_corresponding":true,"raw_author_name":"Khalid Abualsaud","raw_affiliation_strings":["Computer Science Dept. Graduate, School of Computing University Utara Malaysia, Sintok, Kedah","Department of Computer Science & Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept. Graduate, School of Computing University Utara Malaysia, Sintok, Kedah","institution_ids":["https://openalex.org/I94625822"]},{"raw_affiliation_string":"Department of Computer Science & Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023142649","display_name":"Massudi Mahmuddin","orcid":"https://orcid.org/0000-0002-0357-4136"},"institutions":[{"id":"https://openalex.org/I94625822","display_name":"Northern University of Malaysia","ror":"https://ror.org/01ss10648","country_code":"MY","type":"education","lineage":["https://openalex.org/I94625822"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Massudi Mahmuddin","raw_affiliation_strings":["Computer Science Dept. Graduate, School of Computing University Utara Malaysia, Sintok, Kedah"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept. Graduate, School of Computing University Utara Malaysia, Sintok, Kedah","institution_ids":["https://openalex.org/I94625822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060897906","display_name":"Mohammad Saleh","orcid":"https://orcid.org/0000-0003-3165-3015"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohammad Saleh","raw_affiliation_strings":["Department of Computer Science & Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021329808","display_name":"Amr Mohamed","orcid":"https://orcid.org/0000-0002-1583-7503"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Amr Mohamed","raw_affiliation_strings":["Department of Computer Science & Engineering, Qatar University, Doha, Qatar"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5051848738"],"corresponding_institution_ids":["https://openalex.org/I60342839","https://openalex.org/I94625822"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.10703377,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"633","last_page":"639"},"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":0.9950000047683716,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7655060291290283},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.7646071314811707},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.737836480140686},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6417291760444641},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6159567832946777},{"id":"https://openalex.org/keywords/c4.5-algorithm","display_name":"C4.5 algorithm","score":0.5668586492538452},{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.4606698751449585},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.43863701820373535},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.4295436441898346},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.41261589527130127},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.23404917120933533},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.1609872579574585}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7655060291290283},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.7646071314811707},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.737836480140686},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6417291760444641},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6159567832946777},{"id":"https://openalex.org/C52003472","wikidata":"https://www.wikidata.org/wiki/Q1022655","display_name":"C4.5 algorithm","level":4,"score":0.5668586492538452},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.4606698751449585},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.43863701820373535},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.4295436441898346},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.41261589527130127},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.23404917120933533},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.1609872579574585},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/aiccsa.2014.7073258","is_oa":false,"landing_page_url":"https://doi.org/10.1109/aiccsa.2014.7073258","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE/ACS 11th International Conference on Computer Systems and Applications (AICCSA)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/30153","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/30153","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W1630964756","https://openalex.org/W1981982281","https://openalex.org/W2009080930","https://openalex.org/W2009902427","https://openalex.org/W2022599380","https://openalex.org/W2028287816","https://openalex.org/W2031816776","https://openalex.org/W2053744708","https://openalex.org/W2064067913","https://openalex.org/W2079767452","https://openalex.org/W2084680213","https://openalex.org/W2092634008","https://openalex.org/W2106394581","https://openalex.org/W2116041964","https://openalex.org/W2119234283","https://openalex.org/W2128056006","https://openalex.org/W2153134014","https://openalex.org/W2189041819","https://openalex.org/W2284031736","https://openalex.org/W2537923357","https://openalex.org/W4285719527","https://openalex.org/W6636614058","https://openalex.org/W6670494251","https://openalex.org/W6687190446","https://openalex.org/W6981429414"],"related_works":["https://openalex.org/W2106647409","https://openalex.org/W2077021924","https://openalex.org/W744859113","https://openalex.org/W2887207835","https://openalex.org/W2958312716","https://openalex.org/W4282041905","https://openalex.org/W3001178684","https://openalex.org/W4388670476","https://openalex.org/W2398816077","https://openalex.org/W294926941"],"abstract_inverted_index":{"Identification":[0],"of":[1,41,90],"epileptic":[2,58,118,125,144],"seizure":[3,59,119],"remotely":[4],"by":[5],"analyzing":[6],"the":[7,21,30,53,96,101,107,134,142],"electroencephalography":[8],"(EEG)":[9],"signal":[10],"is":[11,20,114],"very":[12],"important":[13,23],"for":[14,25,116],"scalable":[15],"sensor-based":[16],"health":[17],"systems.":[18],"Classification":[19],"most":[22],"technique":[24],"wide-ranging":[26],"applications":[27],"to":[28,33,38,99,140],"categorize":[29],"items":[31],"according":[32],"its":[34],"features":[35,92],"with":[36,80],"respect":[37],"predefined":[39],"set":[40],"classes.":[42],"In":[43,87],"this":[44],"paper,":[45],"we":[46],"conduct":[47],"a":[48],"performance":[49],"evaluation":[50],"based":[51],"on":[52,110],"noiseless":[54],"and":[55,70,74,124],"noisy":[56,75,143],"EEG-based":[57],"data":[60,77,104],"using":[61],"various":[62],"classification":[63,129],"algorithms":[64],"including":[65,121],"BayesNet,":[66],"DecisionTable,":[67],"IBK,":[68],"J48/C4.5,":[69],"VFI.":[71],"The":[72,128],"reconstructed":[73],"EEG":[76,103,126],"are":[78,93],"decomposed":[79],"discrete":[81],"cosine":[82],"transform":[83],"into":[84,106],"several":[85],"sub-bands.":[86],"addition,":[88],"some":[89],"statistical":[91],"extracted":[94],"from":[95],"wavelet":[97],"coefficients":[98],"represent":[100],"whole":[102],"inputs":[105],"classifiers.":[108],"Benchmark":[109],"widely":[111],"used":[112],"dataset":[113],"utilized":[115],"automatic":[117],"detection":[120],"both":[122],"normal":[123],"datasets.":[127],"accuracy":[130],"results":[131],"confirm":[132],"that":[133],"selected":[135],"classifiers":[136],"have":[137],"greater":[138],"potentiality":[139],"identify":[141],"disorders.":[145]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}