{"id":"https://openalex.org/W4402665458","doi":"https://doi.org/10.3233/kes-230059","title":"Entropy parameter optimization for epileptic seizure detection: A parallel approach","display_name":"Entropy parameter optimization for epileptic seizure detection: A parallel approach","publication_year":2024,"publication_date":"2024-09-20","ids":{"openalex":"https://openalex.org/W4402665458","doi":"https://doi.org/10.3233/kes-230059"},"language":"en","primary_location":{"id":"doi:10.3233/kes-230059","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-230059","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","raw_type":"journal-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/A5002834487","display_name":"H. Anila Glory","orcid":null},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anila Glory H","raw_affiliation_strings":["Centre for Information Super Highway (CISH), SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Information Super Highway (CISH), SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, India","institution_ids":["https://openalex.org/I932239252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070184918","display_name":"V. S. Shankar Sriram","orcid":"https://orcid.org/0000-0001-7870-7944"},"institutions":[{"id":"https://openalex.org/I932239252","display_name":"SASTRA University","ror":"https://ror.org/032jk8892","country_code":"IN","type":"education","lineage":["https://openalex.org/I932239252"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Shankar Sriram V S","raw_affiliation_strings":["Centre for Information Super Highway (CISH), SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Information Super Highway (CISH), SASTRA Deemed University, Tirumalaisamudram, Thanjavur, Tamil Nadu, India","institution_ids":["https://openalex.org/I932239252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070184918"],"corresponding_institution_ids":["https://openalex.org/I932239252"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15175585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"29","issue":"1","first_page":"15","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9983999729156494,"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/T10581","display_name":"Neural dynamics and brain function","score":0.9952999949455261,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/epilepsy","display_name":"Epilepsy","score":0.5958871245384216},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.4546920657157898},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41371193528175354},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17854443192481995},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16740921139717102},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.157990962266922},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.12126564979553223}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.5958871245384216},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4546920657157898},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41371193528175354},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17854443192481995},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16740921139717102},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.157990962266922},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.12126564979553223}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/kes-230059","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-230059","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-Based and Intelligent Engineering Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1484181547","https://openalex.org/W1989801867","https://openalex.org/W1998711164","https://openalex.org/W2014683958","https://openalex.org/W2040637656","https://openalex.org/W2041875327","https://openalex.org/W2053348536","https://openalex.org/W2053744708","https://openalex.org/W2072579591","https://openalex.org/W2090763911","https://openalex.org/W2092939357","https://openalex.org/W2106194785","https://openalex.org/W2157881370","https://openalex.org/W2158473682","https://openalex.org/W2334762131","https://openalex.org/W2461134574","https://openalex.org/W2580194401","https://openalex.org/W2591292252","https://openalex.org/W2617938108","https://openalex.org/W2753590421","https://openalex.org/W2884377042","https://openalex.org/W2889617221","https://openalex.org/W2890339783","https://openalex.org/W2955989361","https://openalex.org/W2973010960","https://openalex.org/W2984937518","https://openalex.org/W2994921215","https://openalex.org/W3005499049","https://openalex.org/W3005898481","https://openalex.org/W3035097055","https://openalex.org/W3088666542","https://openalex.org/W3097682834","https://openalex.org/W3097951793","https://openalex.org/W3124702936","https://openalex.org/W3126745694","https://openalex.org/W3135549285"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","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/W2390279801","https://openalex.org/W1545074592"],"abstract_inverted_index":{"Brain":[0],"Computer":[1],"Interface":[2],"(BCI)":[3],"\u2013":[4,38],"one":[5],"of":[6,13,35,44,82,107,115,146,182,195,199,212,218],"the":[7,11,21,32,42,72,80,98,104,108,113,116,128,144,183,189,207,210,213],"recent":[8],"advancements":[9],"in":[10,153,216],"field":[12],"Bioinformatics":[14],"which":[15,110,142],"offers":[16],"a":[17,134,154],"real-time":[18],"support":[19],"for":[20,70],"people,":[22],"who":[23],"are":[24,77,85,94,173],"affected":[25],"by":[26],"chronic":[27],"neurological":[28],"disorders.":[29],"Owing":[30],"to":[31,62,102,126],"rapid":[33],"progression":[34],"Electroencephalogram":[36],"(EEG)":[37],"based":[39,138,165],"BCI":[40],"system,":[41],"detection":[43,53],"epileptic":[45,73],"seizures":[46],"has":[47,66,162],"become":[48,67],"much":[49],"simpler.":[50],"However,":[51],"accurate":[52],"through":[54],"visual":[55],"inspection":[56],"is":[57],"tedious,":[58],"time-consuming":[59],"and":[60,69,89,201,206,224],"prone":[61],"error.":[63],"Thus,":[64],"automation":[65],"inevitable":[68],"automating":[71],"seizure":[74],"detection,":[75],"entropies":[76,93,109,148],"appropriate":[78],"as":[79],"nature":[81],"EEG":[83,190],"signals":[84],"complex,":[86],"arrhythmic,":[87],"ephemeral,":[88],"non-stationary.":[90],"Several":[91],"renowned":[92],"widely":[95],"applied,":[96],"nevertheless,":[97],"existing":[99],"models":[100,119],"fail":[101],"identify":[103],"optimal":[105],"parameters":[106,145],"greatly":[111],"influences":[112],"performance":[114,181],"Machine":[117],"Learning":[118],"that":[120],"could":[121],"make":[122],"better":[123],"predictions.":[124],"Hence":[125],"address":[127],"aforementioned":[129],"issue,":[130],"this":[131],"paper":[132],"presents":[133],"parallel":[135],"machine":[136],"learning":[137],"farmland":[139],"fertility":[140],"algorithm":[141,185],"optimizes":[143],"various":[147],"thereby":[149],"detecting":[150],"Epileptic":[151],"Seizures":[152],"systematic":[155],"way.":[156],"A":[157],"novel":[158],"weighted":[159],"fitness":[160],"function":[161],"been":[163],"designed":[164],"on":[166],"Kullback-Leibler":[167],"Divergence":[168],"(KLD).":[169],"The":[170,179],"extracted":[171],"features":[172],"further":[174],"classified":[175],"using":[176,188],"state-of-the-art":[177],"classifiers.":[178],"overall":[180],"proposed":[184,214],"was":[186],"evaluated":[187],"dataset":[191],"obtained":[192],"from":[193],"University":[194,198],"Bonn,":[196],"Germany,":[197],"Bern":[200],"Indian":[202],"EEG,":[203],"New":[204],"Delhi":[205],"results":[208],"show":[209],"supremacy":[211],"model":[215],"terms":[217],"sensitivity,":[219],"specificity,":[220],"precision,":[221],"F1-score,":[222],"G-mean":[223],"classification":[225],"accuracy.":[226]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
