{"id":"https://openalex.org/W3115186758","doi":"https://doi.org/10.3233/fi-2020-1968","title":"Pattern and Rule Mining for Identifying Signatures of Epileptic Patients from Clinical EEG Data","display_name":"Pattern and Rule Mining for Identifying Signatures of Epileptic Patients from Clinical EEG Data","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3115186758","doi":"https://doi.org/10.3233/fi-2020-1968","mag":"3115186758"},"language":"en","primary_location":{"id":"doi:10.3233/fi-2020-1968","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2020-1968","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"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":"Fundamenta Informaticae","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/A5052455762","display_name":"Abhijit Dasgupta","orcid":"https://orcid.org/0000-0002-6302-3512"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhijit Dasgupta","raw_affiliation_strings":["Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. abhijitju06@gmail.com, losiananayak@gmail.com, ritankar07@gmail.com"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. abhijitju06@gmail.com, losiananayak@gmail.com, ritankar07@gmail.com","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068311817","display_name":"Losiana Nayak","orcid":"https://orcid.org/0000-0003-1154-2561"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Losiana Nayak","raw_affiliation_strings":["Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. abhijitju06@gmail.com, losiananayak@gmail.com, ritankar07@gmail.com"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. abhijitju06@gmail.com, losiananayak@gmail.com, ritankar07@gmail.com","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103046710","display_name":"Ritankar Das","orcid":"https://orcid.org/0000-0003-4397-2275"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ritankar Das","raw_affiliation_strings":["Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. abhijitju06@gmail.com, losiananayak@gmail.com, ritankar07@gmail.com"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. abhijitju06@gmail.com, losiananayak@gmail.com, ritankar07@gmail.com","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038556968","display_name":"Debasis Basu","orcid":"https://orcid.org/0000-0001-7337-9590"},"institutions":[{"id":"https://openalex.org/I68428275","display_name":"Medical College and Hospital, Kolkata","ror":"https://ror.org/021nb2v44","country_code":"IN","type":"education","lineage":["https://openalex.org/I226431899","https://openalex.org/I68428275"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debasis Basu","raw_affiliation_strings":["Department of Neuro-Medicine, Medical College and Hospital, Kolkata, India. neurodebasis@gmail.com, chandra07preetam@gmail.com"],"affiliations":[{"raw_affiliation_string":"Department of Neuro-Medicine, Medical College and Hospital, Kolkata, India. neurodebasis@gmail.com, chandra07preetam@gmail.com","institution_ids":["https://openalex.org/I68428275"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090005114","display_name":"Preetam Chandra","orcid":"https://orcid.org/0000-0001-7378-2064"},"institutions":[{"id":"https://openalex.org/I68428275","display_name":"Medical College and Hospital, Kolkata","ror":"https://ror.org/021nb2v44","country_code":"IN","type":"education","lineage":["https://openalex.org/I226431899","https://openalex.org/I68428275"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Preetam Chandra","raw_affiliation_strings":["Department of Neuro-Medicine, Medical College and Hospital, Kolkata, India. neurodebasis@gmail.com, chandra07preetam@gmail.com"],"affiliations":[{"raw_affiliation_string":"Department of Neuro-Medicine, Medical College and Hospital, Kolkata, India. neurodebasis@gmail.com, chandra07preetam@gmail.com","institution_ids":["https://openalex.org/I68428275"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000655826","display_name":"Rajat K. De","orcid":"https://orcid.org/0000-0001-6080-1131"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rajat K. De","raw_affiliation_strings":["Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. rajat@isical.ac.in"],"affiliations":[{"raw_affiliation_string":"Machine Intelligence Unit, 203 Barrackpore Trunk Road, Kolkata 700108, India. rajat@isical.ac.in","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5000655826"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15651932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"176","issue":"2","first_page":"141","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9979000091552734,"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":0.9979000091552734,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9502000212669373,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9473999738693237,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/epilepsy","display_name":"Epilepsy","score":0.7423602342605591},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.6723184585571289},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.6473833918571472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6074007749557495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5286771655082703},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5149584412574768},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.509891152381897},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49243101477622986},{"id":"https://openalex.org/keywords/epileptic-seizure","display_name":"Epileptic seizure","score":0.45037922263145447},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4427200257778168},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4408060908317566},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.42232292890548706},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.33920446038246155},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.11289769411087036},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10369947552680969}],"concepts":[{"id":"https://openalex.org/C2778186239","wikidata":"https://www.wikidata.org/wiki/Q41571","display_name":"Epilepsy","level":2,"score":0.7423602342605591},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.6723184585571289},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.6473833918571472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6074007749557495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5286771655082703},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5149584412574768},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.509891152381897},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49243101477622986},{"id":"https://openalex.org/C2779334592","wikidata":"https://www.wikidata.org/wiki/Q6279182","display_name":"Epileptic seizure","level":3,"score":0.45037922263145447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4427200257778168},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4408060908317566},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42232292890548706},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.33920446038246155},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.11289769411087036},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10369947552680969},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/fi-2020-1968","is_oa":false,"landing_page_url":"https://doi.org/10.3233/fi-2020-1968","pdf_url":null,"source":{"id":"https://openalex.org/S39012697","display_name":"Fundamenta Informaticae","issn_l":"0169-2968","issn":["0169-2968","1875-8681"],"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":"Fundamenta Informaticae","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Gender equality","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/5"},{"display_name":"Peace, Justice and strong institutions","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2395385109","https://openalex.org/W2773633178","https://openalex.org/W2080101436","https://openalex.org/W2802335767","https://openalex.org/W2922348724","https://openalex.org/W2356350882","https://openalex.org/W4388090985","https://openalex.org/W200322357","https://openalex.org/W2166624857","https://openalex.org/W2363907062"],"abstract_inverted_index":{"Epilepsy":[0],"is":[1],"a":[2,22],"neurological":[3],"condition":[4],"of":[5,29,50,54,62,89,145],"human":[6],"being,":[7],"mostly":[8],"treated":[9],"based":[10],"on":[11],"the":[12,59,84,87,111,136,139],"patients\u2019":[13],"seizure":[14],"symptoms,":[15],"often":[16],"recorded":[17],"over":[18,47],"multiple":[19,31,51],"visits":[20],"to":[21,110],"health-care":[23],"facility.":[24],"The":[25],"lengthy":[26],"time-consuming":[27],"process":[28,61,113],"obtaining":[30],"recordings":[32],"creates":[33],"an":[34],"obstacle":[35],"in":[36,40,143],"detecting":[37,115],"epileptic":[38,44,76,116,141],"patients":[39,77],"real":[41],"time.":[42],"An":[43],"signature":[45,142],"validated":[46],"EEG":[48,70],"data":[49,71],"similar":[52],"kinds":[53],"epilepsy":[55],"cases":[56],"will":[57,107],"haste":[58],"decision-making":[60,112],"clinicians.":[63],"In":[64],"this":[65],"paper,":[66],"we":[67,82,119],"have":[68],"identified":[69],"derived":[72],"signatures":[73,85,106,122,133],"for":[74,114],"differentiating":[75],"from":[78],"normal":[79],"individuals.":[80],"Here":[81],"define":[83,120],"with":[86,138],"help":[88],"various":[90],"machine":[91],"learning":[92],"techniques,":[93],"viz.,":[94],"feature":[95],"selection":[96],"and":[97,101,130],"classification,":[98],"pattern":[99],"mining,":[100],"fuzzy":[102],"rule":[103],"mining.":[104],"These":[105],"add":[108],"confidence":[109],"patients.":[117],"Moreover,":[118],"separate":[121],"by":[123],"incorporating":[124],"few":[125],"demographic":[126],"features":[127],"like":[128],"gender":[129],"age.":[131],"Such":[132],"may":[134],"aid":[135],"clinicians":[137],"generalized":[140],"case":[144],"complex":[146],"decisions.":[147]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
