{"id":"https://openalex.org/W2891321141","doi":"https://doi.org/10.1111/exsy.12338","title":"Classification of electroencephalogram signal for the detection of epilepsy using Innovative Genetic Programming","display_name":"Classification of electroencephalogram signal for the detection of epilepsy using Innovative Genetic Programming","publication_year":2018,"publication_date":"2018-09-18","ids":{"openalex":"https://openalex.org/W2891321141","doi":"https://doi.org/10.1111/exsy.12338","mag":"2891321141"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.12338","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.1111/exsy.12338","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003304299","display_name":"Harshit Bhardwaj","orcid":"https://orcid.org/0000-0001-9184-5073"},"institutions":[{"id":"https://openalex.org/I4210128956","display_name":"Central Institute of Technology Kokrajhar","ror":"https://ror.org/0329af416","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210128956","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Harshit Bhardwaj","raw_affiliation_strings":["Computer Science and Engineering, KCC Institute of Technology and Management, Greater Noida, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, KCC Institute of Technology and Management, Greater Noida, India","institution_ids":["https://openalex.org/I4210128956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039186971","display_name":"Aditi Sakalle","orcid":"https://orcid.org/0000-0003-1556-8937"},"institutions":[],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aditi Sakalle","raw_affiliation_strings":["Electronics Engineering, Acropolis Technical University, Indore, India"],"affiliations":[{"raw_affiliation_string":"Electronics Engineering, Acropolis Technical University, Indore, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040631655","display_name":"Arpit Bhardwaj","orcid":"https://orcid.org/0000-0002-0440-7313"},"institutions":[{"id":"https://openalex.org/I3129773123","display_name":"Bennett University","ror":"https://ror.org/00an5hx75","country_code":"IN","type":"education","lineage":["https://openalex.org/I3129773123"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Arpit Bhardwaj","raw_affiliation_strings":["Computer Science and Engineering, Bennett University, Greater Noida, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Bennett University, Greater Noida, India","institution_ids":["https://openalex.org/I3129773123"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015363446","display_name":"Aruna Tiwari","orcid":"https://orcid.org/0000-0002-0394-0327"},"institutions":[{"id":"https://openalex.org/I64295750","display_name":"Indian Institute of Technology Indore","ror":"https://ror.org/01hhf7w52","country_code":"IN","type":"funder","lineage":["https://openalex.org/I64295750"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aruna Tiwari","raw_affiliation_strings":["Computer Science and Engineering, Indian Institute of Technology Indore, Indore, India"],"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, Indian Institute of Technology Indore, Indore, India","institution_ids":["https://openalex.org/I64295750"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5040631655"],"corresponding_institution_ids":["https://openalex.org/I3129773123"],"apc_list":{"value":3860,"currency":"USD","value_usd":3860},"apc_paid":null,"fwci":3.275,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":43,"citation_normalized_percentile":{"value":0.721741,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"36","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9977,"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":0.9977,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9957,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9876,"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/epileptic-seizure","display_name":"Epileptic seizure","score":0.48756832}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7872266},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.7754705},{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.74716365},{"id":"https://openalex.org/C122507166","wikidata":"https://www.wikidata.org/wiki/Q628906","display_name":"Crossover","level":2,"score":0.604045},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.58023727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.52562994},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.48756832},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4710239},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45284238},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.43344814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30640298},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.21511623},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14036295}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.12338","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1111/exsy.12338","pdf_url":null,"source":{"id":"https://openalex.org/S72232612","display_name":"Expert Systems","issn_l":"0266-4720","issn":["0266-4720","1468-0394"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":30,"referenced_works":["https://openalex.org/W1968172394","https://openalex.org/W1972978214","https://openalex.org/W1985842955","https://openalex.org/W1990441178","https://openalex.org/W1992852845","https://openalex.org/W1996183177","https://openalex.org/W2003411213","https://openalex.org/W2007221293","https://openalex.org/W2011170389","https://openalex.org/W2030215171","https://openalex.org/W2030925257","https://openalex.org/W2031816776","https://openalex.org/W2034697419","https://openalex.org/W2053744708","https://openalex.org/W2057127352","https://openalex.org/W2065454702","https://openalex.org/W2074138018","https://openalex.org/W2077844883","https://openalex.org/W2080966422","https://openalex.org/W2081895431","https://openalex.org/W2088222765","https://openalex.org/W2113834117","https://openalex.org/W2114193021","https://openalex.org/W2125484164","https://openalex.org/W2127261457","https://openalex.org/W2155390087","https://openalex.org/W2158076175","https://openalex.org/W2173226459","https://openalex.org/W24388623","https://openalex.org/W2534845137"],"related_works":["https://openalex.org/W235718540","https://openalex.org/W2164305954","https://openalex.org/W2142324575","https://openalex.org/W2082776239","https://openalex.org/W2051028534","https://openalex.org/W2046401452","https://openalex.org/W2014162767","https://openalex.org/W1963986408","https://openalex.org/W1772786136","https://openalex.org/W1593354505"],"abstract_inverted_index":{"Abstract":[0],"Epilepsy,":[1],"sometimes":[2],"called":[3],"seizure":[4,19,95,173],"disorder,":[5],"is":[6,20,43,69,87,103,127],"a":[7,14,21,47,117,139,153,171],"neurological":[8],"condition":[9],"that":[10,33,146],"justifies":[11],"itself":[12],"as":[13,54],"susceptibility":[15],"to":[16,45],"seizures.":[17,78],"A":[18,61],"sudden":[22],"burst":[23],"of":[24,27,52,64,75,91,169],"rhythmic":[25],"discharges":[26],"electrical":[28],"activity":[29],"in":[30,37,135,141,160],"the":[31,65,72,106,114,133,147,158,167],"brain":[32],"causes":[34],"an":[35,82,161],"alteration":[36],"behaviour,":[38],"sensation,":[39],"or":[40],"consciousness.":[41],"It":[42],"essential":[44],"have":[46],"method":[48,118],"for":[49,71,89,105,113,119,132,155],"automatic":[50],"detection":[51,74,174],"seizures,":[53],"these":[55,76],"seizures":[56,159],"are":[57,130],"arbitrary":[58],"and":[59,96,124,138,164],"unpredictable.":[60],"profound":[62],"study":[63],"electroencephalogram":[66],"(EEG)":[67],"recordings":[68],"required":[70],"accurate":[73],"epileptic":[77],"In":[79],"this":[80],"study,":[81],"Innovative":[83,148],"Genetic":[84,149],"Programming":[85,150],"framework":[86],"proposed":[88],"classification":[90,136],"EEG":[92,162],"signals":[93],"into":[94],"nonseizure.":[97],"An":[98],"empirical":[99],"mode":[100],"decomposition":[101],"technique":[102],"used":[104],"feature":[107],"extraction":[108],"followed":[109],"by":[110],"genetic":[111],"programming":[112],"classification.":[115],"Moreover,":[116],"intron":[120],"deletion,":[121],"hybrid":[122],"crossover,":[123],"mutation":[125],"operation":[126],"proposed,":[128],"which":[129],"responsible":[131],"increase":[134],"accuracy":[137],"decrease":[140],"time":[142],"complexity.":[143],"This":[144],"suggests":[145],"classifier":[151],"has":[152],"potential":[154],"accurately":[156],"predicting":[157],"signal":[163],"hints":[165],"on":[166],"possibility":[168],"building":[170],"real\u2010time":[172],"system.":[175]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2891321141","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":3}],"updated_date":"2025-03-23T08:10:32.783591","created_date":"2018-09-27"}