{"id":"https://openalex.org/W2343174050","doi":"https://doi.org/10.1109/tfuzz.2015.2501438","title":"Takagi\u2013Sugeno\u2013Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals","display_name":"Takagi\u2013Sugeno\u2013Kang Transfer Learning Fuzzy Logic System for the Adaptive Recognition of Epileptic Electroencephalogram Signals","publication_year":2015,"publication_date":"2015-11-18","ids":{"openalex":"https://openalex.org/W2343174050","doi":"https://doi.org/10.1109/tfuzz.2015.2501438","mag":"2343174050"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2015.2501438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2015.2501438","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Transactions on Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://ira.lib.polyu.edu.hk/bitstream/10397/66600/1/a0597-n15_455.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046691019","display_name":"Changjian Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Changjian Yang","raw_affiliation_strings":["School of Digital Media, Jiangnan University, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"School of Digital Media, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042607110","display_name":"Zhaohong Deng","orcid":"https://orcid.org/0000-0002-0790-6492"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohong Deng","raw_affiliation_strings":["School of Digital Media, Jiangnan University, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"School of Digital Media, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048680068","display_name":"Kup\u2010Sze Choi","orcid":"https://orcid.org/0000-0003-0836-7088"},"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":"Kup-Sze Choi","raw_affiliation_strings":["School of Nursing, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"School of Nursing, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003183751","display_name":"Shitong Wang","orcid":"https://orcid.org/0000-0002-8393-6554"},"institutions":[{"id":"https://openalex.org/I111599522","display_name":"Jiangnan University","ror":"https://ror.org/04mkzax54","country_code":"CN","type":"education","lineage":["https://openalex.org/I111599522"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shitong Wang","raw_affiliation_strings":["School of Digital Media, Jiangnan University, Wuxi, China"],"affiliations":[{"raw_affiliation_string":"School of Digital Media, Jiangnan University, Wuxi, China","institution_ids":["https://openalex.org/I111599522"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046691019"],"corresponding_institution_ids":["https://openalex.org/I111599522"],"apc_list":null,"apc_paid":null,"fwci":2.1446,"has_fulltext":true,"cited_by_count":80,"citation_normalized_percentile":{"value":0.87367019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"24","issue":"5","first_page":"1079","last_page":"1094"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998000264167786,"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":0.9998000264167786,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9973000288009644,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9969000220298767,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7686333060264587},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7492215633392334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7186107635498047},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5896732211112976},{"id":"https://openalex.org/keywords/binary-classification","display_name":"Binary classification","score":0.5504237413406372},{"id":"https://openalex.org/keywords/electroencephalography","display_name":"Electroencephalography","score":0.5413808822631836},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.524231493473053},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5185942649841309},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.489615261554718},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.415743887424469}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7686333060264587},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7492215633392334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7186107635498047},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5896732211112976},{"id":"https://openalex.org/C66905080","wikidata":"https://www.wikidata.org/wiki/Q17005494","display_name":"Binary classification","level":3,"score":0.5504237413406372},{"id":"https://openalex.org/C522805319","wikidata":"https://www.wikidata.org/wiki/Q179965","display_name":"Electroencephalography","level":2,"score":0.5413808822631836},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.524231493473053},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5185942649841309},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.489615261554718},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.415743887424469},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"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/tfuzz.2015.2501438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2015.2501438","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"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 Transactions on Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/66600","is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/66600","pdf_url":"http://ira.lib.polyu.edu.hk/bitstream/10397/66600/1/a0597-n15_455.pdf","source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal/Magazine Article"}],"best_oa_location":{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/66600","is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/66600","pdf_url":"http://ira.lib.polyu.edu.hk/bitstream/10397/66600/1/a0597-n15_455.pdf","source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal/Magazine Article"},"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G593726224","display_name":null,"funder_award_id":"61170122","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G711883576","display_name":null,"funder_award_id":"JUSRP51321B","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G77686544","display_name":null,"funder_award_id":"61272210","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"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2343174050.pdf","grobid_xml":"https://content.openalex.org/works/W2343174050.grobid-xml"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W160536796","https://openalex.org/W1493083057","https://openalex.org/W1504694836","https://openalex.org/W1514801518","https://openalex.org/W1559060276","https://openalex.org/W1964494592","https://openalex.org/W1977664130","https://openalex.org/W1978924448","https://openalex.org/W1981144549","https://openalex.org/W1984142826","https://openalex.org/W1992852845","https://openalex.org/W1996021349","https://openalex.org/W1998326571","https://openalex.org/W2001619934","https://openalex.org/W2004619170","https://openalex.org/W2006601045","https://openalex.org/W2011362646","https://openalex.org/W2021514226","https://openalex.org/W2021970732","https://openalex.org/W2024000733","https://openalex.org/W2025252425","https://openalex.org/W2034926353","https://openalex.org/W2034927741","https://openalex.org/W2045324645","https://openalex.org/W2053744708","https://openalex.org/W2054341356","https://openalex.org/W2054573701","https://openalex.org/W2062152791","https://openalex.org/W2062680706","https://openalex.org/W2063013586","https://openalex.org/W2074917428","https://openalex.org/W2080404350","https://openalex.org/W2084777029","https://openalex.org/W2097171469","https://openalex.org/W2101383962","https://openalex.org/W2107365815","https://openalex.org/W2108561737","https://openalex.org/W2110930617","https://openalex.org/W2113224918","https://openalex.org/W2114296668","https://openalex.org/W2115694019","https://openalex.org/W2116046819","https://openalex.org/W2117895630","https://openalex.org/W2119030625","https://openalex.org/W2122111042","https://openalex.org/W2124959335","https://openalex.org/W2125055259","https://openalex.org/W2128714018","https://openalex.org/W2135346934","https://openalex.org/W2138762030","https://openalex.org/W2141178894","https://openalex.org/W2146679747","https://openalex.org/W2149629444","https://openalex.org/W2150231499","https://openalex.org/W2152322161","https://openalex.org/W2156383341","https://openalex.org/W2156447271","https://openalex.org/W2161770703","https://openalex.org/W2170036228","https://openalex.org/W2728974037","https://openalex.org/W2913642042","https://openalex.org/W6633301734","https://openalex.org/W6666153876","https://openalex.org/W6677380243","https://openalex.org/W6678635879"],"related_works":["https://openalex.org/W2747895175","https://openalex.org/W2946583009","https://openalex.org/W2614669534","https://openalex.org/W2104406636","https://openalex.org/W2123014508","https://openalex.org/W2105512057","https://openalex.org/W4252625449","https://openalex.org/W2115788596","https://openalex.org/W2498443996","https://openalex.org/W2741028958"],"abstract_inverted_index":{"The":[0],"intelligent":[1,19,47],"recognition":[2],"of":[3,15,37,56,142],"electroencephalogram":[4],"(EEG)":[5],"signals":[6,35],"has":[7],"become":[8],"an":[9],"important":[10],"approach":[11],"to":[12,94,109,155,172,183,188,215],"the":[13,54,62,91,132,140,143,158,174,196,207],"detection":[14],"epilepsy.":[16],"Among":[17],"existing":[18],"identification":[20],"methods,":[21],"fuzzy":[22],"logic":[23],"systems":[24],"(FLSs)":[25],"have":[26,95],"shown":[27],"a":[28,102,111,185],"distinctive":[29],"advantage":[30],"in":[31,53,83,106,195,202],"identifying":[32,121],"epileptic":[33,122,190,197],"EEG":[34,51,123,191,198],"because":[36],"their":[38],"strong":[39],"learning":[40,119,135,161],"abilities":[41],"and":[42,65,148,166,209],"interpretability.":[43],"Like":[44],"many":[45],"conventional":[46],"methods":[48],"for":[49,90,120,139,164],"recognizing":[50],"signals,":[52],"training":[55,63,141,208],"FLS,":[57],"it":[58,86],"is":[59,79,87,104],"assumed":[60],"that":[61,72],"dataset":[64,67],"test":[66,210],"are":[68,73,137,151,169,180],"drawn":[69],"from":[70],"data":[71,216],"identically":[74],"distributed.":[75],"However,":[76],"this":[77,100,107],"assumption":[78],"not":[80,88],"necessarily":[81],"valid":[82],"practice":[84],"as":[85],"uncommon":[89],"two":[92,152],"datasets":[93,199,211],"different":[96],"distributions.":[97],"To":[98],"overcome":[99],"problem,":[101],"strategy":[103],"presented":[105],"paper":[108],"construct":[110,173],"Takagi-Sugeno-Kang":[112],"(TSK)":[113],"FLS":[114,162],"based":[115],"on":[116],"transductive":[117,133],"transfer":[118,134,160],"signals.":[124,192],"Two":[125],"novel":[126],"objective":[127],"functions,":[128],"achieved":[129],"by":[130],"integrating":[131],"mechanism,":[136],"proposed":[138],"TSK":[144,159,176],"FLS.":[145,177],"As":[146],"regression":[147,165],"binary":[149,167],"classification":[150,168,187],"common":[153],"approaches":[154],"multiclass":[156,186],"classification,":[157],"algorithms":[163,179],"developed,":[170],"respectively,":[171],"corresponding":[175],"Both":[178],"further":[181],"used":[182],"perform":[184],"recognize":[189],"Their":[193],"performance":[194],"indicates":[200],"promise":[201],"dealing":[203],"with":[204,213],"situations":[205],"where":[206],"differ":[212],"regard":[214],"distribution.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":14},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}