{"id":"https://openalex.org/W3036986943","doi":"https://doi.org/10.1109/tcbb.2020.3002562","title":"Epilepsy Signal Recognition Using Online Transfer TSK Fuzzy Classifier Underlying Classification Error and Joint Distribution Consensus Regularization","display_name":"Epilepsy Signal Recognition Using Online Transfer TSK Fuzzy Classifier Underlying Classification Error and Joint Distribution Consensus Regularization","publication_year":2020,"publication_date":"2020-06-18","ids":{"openalex":"https://openalex.org/W3036986943","doi":"https://doi.org/10.1109/tcbb.2020.3002562","mag":"3036986943","pmid":"https://pubmed.ncbi.nlm.nih.gov/32750863"},"language":"en","primary_location":{"id":"doi:10.1109/tcbb.2020.3002562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2020.3002562","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5052229178","display_name":"Yuanpeng Zhang","orcid":"https://orcid.org/0000-0003-1736-3425"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanpeng Zhang","raw_affiliation_strings":["Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0000-0003-1736-3425","affiliations":[{"raw_affiliation_string":"Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101717520","display_name":"Ziyuan Zhou","orcid":"https://orcid.org/0000-0002-0933-0191"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ziyuan Zhou","raw_affiliation_strings":["Department of Health Technology Informatics, Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Technology Informatics, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056761058","display_name":"Wenjie Pan","orcid":"https://orcid.org/0000-0003-4084-6222"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Wenjie Pan","raw_affiliation_strings":["Department of Health Technology Informatics, Hong Kong Polytechnic University, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Health Technology Informatics, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074890001","display_name":"Heming Bai","orcid":"https://orcid.org/0000-0002-1874-154X"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heming Bai","raw_affiliation_strings":["Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100431866","display_name":"Wei Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0000-0002-8016-0295","affiliations":[{"raw_affiliation_string":"Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336213","display_name":"Li Wang","orcid":"https://orcid.org/0000-0003-2838-9807"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Wang","raw_affiliation_strings":["Research Center for Intelligence Information Technology, Nantong University, Nantong, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Center for Intelligence Information Technology, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100443727","display_name":"Chuang Lin","orcid":"https://orcid.org/0000-0002-3496-177X"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuang Lin","raw_affiliation_strings":["Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China"],"raw_orcid":"https://orcid.org/0000-0002-3496-177X","affiliations":[{"raw_affiliation_string":"Department of Medical Informatics of Medical (Nursing) School, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5052229178"],"corresponding_institution_ids":["https://openalex.org/I199305430"],"apc_list":null,"apc_paid":null,"fwci":1.0233,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.74283055,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"18","issue":"5","first_page":"1667","last_page":"1678"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9990000128746033,"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":0.9990000128746033,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.991599977016449,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.669015645980835},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6514947414398193},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6156914234161377},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5788918137550354},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5123533010482788},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5119305849075317},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4715680480003357},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.43853744864463806},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43110162019729614}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.669015645980835},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6514947414398193},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6156914234161377},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5788918137550354},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5123533010482788},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5119305849075317},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4715680480003357},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.43853744864463806},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43110162019729614}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004569","descriptor_name":"Electroencephalography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000175","qualifier_name":"diagnosis","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012815","descriptor_name":"Signal Processing, Computer-Assisted","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017143","descriptor_name":"Fuzzy Logic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D032921","descriptor_name":"Consensus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D032921","descriptor_name":"Consensus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D032921","descriptor_name":"Consensus","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/tcbb.2020.3002562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcbb.2020.3002562","pdf_url":null,"source":{"id":"https://openalex.org/S36029991","display_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","issn_l":"1545-5963","issn":["1545-5963","1557-9964","2374-0043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM Transactions on Computational Biology and Bioinformatics","raw_type":"journal-article"},{"id":"pmid:32750863","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32750863","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE/ACM transactions on computational biology and bioinformatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3084504316","display_name":null,"funder_award_id":"82072019","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8971083060","display_name":null,"funder_award_id":"81873915","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W2002917851","https://openalex.org/W2008205547","https://openalex.org/W2012844989","https://openalex.org/W2012964815","https://openalex.org/W2042610891","https://openalex.org/W2053519393","https://openalex.org/W2054573701","https://openalex.org/W2059981627","https://openalex.org/W2066793765","https://openalex.org/W2093974757","https://openalex.org/W2100399071","https://openalex.org/W2100664256","https://openalex.org/W2102535342","https://openalex.org/W2113894235","https://openalex.org/W2114760689","https://openalex.org/W2121463530","https://openalex.org/W2122565017","https://openalex.org/W2122923860","https://openalex.org/W2123497041","https://openalex.org/W2125865219","https://openalex.org/W2127172377","https://openalex.org/W2129040606","https://openalex.org/W2129140116","https://openalex.org/W2129309861","https://openalex.org/W2145376937","https://openalex.org/W2154898175","https://openalex.org/W2158468574","https://openalex.org/W2158585918","https://openalex.org/W2163708240","https://openalex.org/W2246329527","https://openalex.org/W2292020407","https://openalex.org/W2329827606","https://openalex.org/W2461533535","https://openalex.org/W2512389528","https://openalex.org/W2518659603","https://openalex.org/W2530908316","https://openalex.org/W2559042111","https://openalex.org/W2559302039","https://openalex.org/W2584922303","https://openalex.org/W2738051834","https://openalex.org/W2750599140","https://openalex.org/W2765814738","https://openalex.org/W2767899364","https://openalex.org/W2921318792","https://openalex.org/W2970613722","https://openalex.org/W2973010960","https://openalex.org/W3006260767","https://openalex.org/W3009159459","https://openalex.org/W6677987841","https://openalex.org/W6678289280","https://openalex.org/W6678814708"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W3201126466","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"an":[3,71],"online":[4,149],"transfer":[5,22,97,152],"TSK":[6],"fuzzy":[7],"classifier":[8],"O-T-TSK-FC":[9,25,133,162],"is":[10,98,109,120],"proposed":[11,99],"for":[12,95,151],"recognizing":[13],"epilepsy":[14],"signals.":[15],"Compared":[16],"with":[17,77],"most":[18],"of":[19,103,114,132],"the":[20,30,41,50,54,60,65,81,86,101,112,130,140],"existing":[21],"learning":[23,153],"models,":[24],"enjoys":[26],"its":[27,107,136],"merits":[28],"from":[29,100,111,144],"following":[31],"three":[32],"aspects:":[33],"1)":[34],"Since":[35],"different":[36,47,148],"patients":[37],"often":[38],"response":[39],"to":[40,84,122,128],"same":[42],"neuronal":[43],"firing":[44],"stimulation":[45],"in":[46,53,64,80],"neural":[48],"manners,":[49],"labeled":[51],"data":[52,63,79],"source":[55,124],"domain":[56,83],"cannot":[57],"accurately":[58],"represent":[59],"primary":[61],"EEG":[62,141],"target":[66,82,87],"domain.":[67],"Therefore,":[68],"we":[69],"design":[70],"objective":[72],"function":[73],"which":[74],"can":[75],"integrate":[76],"subject-specific":[78],"induce":[85],"predictive":[88],"function.":[89],"2)":[90],"A":[91],"new":[92],"regularization":[93],"used":[94,121],"knowledge":[96],"perspective":[102,113],"error":[104],"consensus,":[105],"and":[106,168],"rationality":[108],"explained":[110],"probability":[115],"density":[116],"estimation.":[117],"3)":[118],"Clustering":[119],"partition":[123],"domains":[125],"so":[126],"as":[127],"reduce":[129],"computation":[131],"without":[134],"affecting":[135],"performance.":[137],"Based":[138],"on":[139,158],"signals":[142],"collected":[143],"Bonn":[145],"University,":[146],"six":[147],"scenarios":[150],"are":[154],"constructed.":[155],"Experimental":[156],"results":[157],"them":[159],"show":[160],"that":[161],"performs":[163],"better":[164],"than":[165],"benchmarking":[166],"algorithms":[167],"robustly.":[169]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
