{"id":"https://openalex.org/W2974436231","doi":"https://doi.org/10.1109/access.2019.2942641","title":"Epileptic EEG Signals Recognition Using a Deep View-Reduction TSK Fuzzy System With High Interpretability","display_name":"Epileptic EEG Signals Recognition Using a Deep View-Reduction TSK Fuzzy System With High Interpretability","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2974436231","doi":"https://doi.org/10.1109/access.2019.2942641","mag":"2974436231"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2942641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2942641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08845762.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08845762.pdf","any_repository_has_fulltext":true},"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/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"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","HK"],"is_corresponding":true,"raw_author_name":"Yuanpeng Zhang","raw_affiliation_strings":["Department of Medical Informatics, Medical School, Nantong University, Nantong, China","Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School, Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]},{"raw_affiliation_string":"Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113858390","display_name":"Xiangzhe Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xiangzhe Li","raw_affiliation_strings":["Rehabilitation Medicine Center, Suzhou Science and Technology Town Hospital, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Rehabilitation Medicine Center, Suzhou Science and Technology Town Hospital, Suzhou, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102725836","display_name":"Junqing Zhu","orcid":"https://orcid.org/0000-0001-8384-3414"},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Junqing Zhu","raw_affiliation_strings":["Department of Radiology, Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101948667","display_name":"Chunying Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I58956616","display_name":"Case Western Reserve University","ror":"https://ror.org/051fd9666","country_code":"US","type":"education","lineage":["https://openalex.org/I58956616"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chunying Wu","raw_affiliation_strings":["Department of Radiology, Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH, USA","institution_ids":["https://openalex.org/I58956616"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071715518","display_name":"Qinfeng Wu","orcid":"https://orcid.org/0000-0003-2821-4484"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qinfeng Wu","raw_affiliation_strings":["Rehabilitation Medicine Center, Suzhou Science and Technology Town Hospital, Suzhou, China"],"affiliations":[{"raw_affiliation_string":"Rehabilitation Medicine Center, Suzhou Science and Technology Town Hospital, Suzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052229178"],"corresponding_institution_ids":["https://openalex.org/I14243506","https://openalex.org/I199305430"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.6202,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":{"value":0.67418832,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"7","issue":null,"first_page":"137344","last_page":"137354"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9983999729156494,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9975000023841858,"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/interpretability","display_name":"Interpretability","score":0.8929404020309448},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.686743974685669},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6430581212043762},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6025447249412537},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.58168625831604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.575200080871582},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5483298301696777},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5246351361274719},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.48480668663978577},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4715193510055542},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.45228689908981323},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.43450745940208435},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4316618740558624},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.41942083835601807},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.41295573115348816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3456605076789856}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.8929404020309448},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.686743974685669},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6430581212043762},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6025447249412537},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.58168625831604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.575200080871582},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5483298301696777},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5246351361274719},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.48480668663978577},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4715193510055542},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.45228689908981323},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.43450745940208435},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4316618740558624},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.41942083835601807},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.41295573115348816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3456605076789856},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"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},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2019.2942641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2942641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08845762.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ccb55e7ac9514b07b3428fd5aa52ac2e","is_oa":true,"landing_page_url":"https://doaj.org/article/ccb55e7ac9514b07b3428fd5aa52ac2e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 137344-137354 (2019)","raw_type":"article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/81788","is_oa":true,"landing_page_url":"http://hdl.handle.net/10397/81788","pdf_url":null,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal/Magazine Article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2942641","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2942641","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08845762.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1231421488","display_name":null,"funder_award_id":"under","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3392022661","display_name":null,"funder_award_id":"81701793","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391238517","display_name":null,"funder_award_id":", and","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7922828598","display_name":null,"funder_award_id":"XJ201905","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":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2974436231.pdf","grobid_xml":"https://content.openalex.org/works/W2974436231.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W28412257","https://openalex.org/W180210362","https://openalex.org/W1973837973","https://openalex.org/W1981166908","https://openalex.org/W1990030293","https://openalex.org/W2026157446","https://openalex.org/W2054341356","https://openalex.org/W2080404350","https://openalex.org/W2104187566","https://openalex.org/W2105958932","https://openalex.org/W2114792342","https://openalex.org/W2149298154","https://openalex.org/W2155129393","https://openalex.org/W2168448725","https://openalex.org/W2324436961","https://openalex.org/W2343174050","https://openalex.org/W2345189929","https://openalex.org/W2521265470","https://openalex.org/W2561728850","https://openalex.org/W2584922303","https://openalex.org/W2750599140","https://openalex.org/W2797554143","https://openalex.org/W2800380319","https://openalex.org/W2808597956","https://openalex.org/W2889794483","https://openalex.org/W2921318792","https://openalex.org/W2946802648","https://openalex.org/W2964255032","https://openalex.org/W2969630114","https://openalex.org/W4300126076"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W2888392564","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W4390569940","https://openalex.org/W4361193272","https://openalex.org/W2963326959","https://openalex.org/W4388685194","https://openalex.org/W4396678544","https://openalex.org/W6057950"],"abstract_inverted_index":{"Takagi-Sugeno-Kang":[0],"(TSK)":[1],"fuzzy":[2,25],"systems":[3],"are":[4,40,112,145,165],"well":[5],"known":[6],"for":[7,191],"their":[8],"good":[9],"balance":[10],"between":[11],"approximation":[12],"accuracy":[13],"and":[14,135],"interpretability.":[15],"In":[16],"this":[17],"paper,":[18],"we":[19],"propose":[20],"a":[21,37,50,121,148,187],"deep":[22,38],"view-reduction":[23],"TSK":[24],"system":[26],"termed":[27],"as":[28],"DVR-TSK-FS":[29],"in":[30,47,80,98,107,147],"which":[31,124,171],"two":[32],"powerful":[33],"mechanisms":[34],"associating":[35],"with":[36,120],"structure":[39,177],"developed:":[41],"1)":[42],"during":[43,102],"the":[44,57,60,77,84,92,103,117,131,136,139,153,159,168,175,179],"multi-view":[45,188],"learning":[46,58],"each":[48,63,88,99,108],"component,":[49,109],"sample-distribution-dependent":[51],"parameter":[52,66],"is":[53,67,73,125,184],"defined":[54],"to":[55,76,130],"control":[56],"of":[59,62,87,94,105,133,138,161,178],"weight":[61,86,119],"view.":[64],"The":[65],"not":[68],"fixed":[69,122],"by":[70,115],"users,":[71],"it":[72],"set":[74,128],"according":[75,129],"feature":[78,140,181],"space":[79],"advance":[81],"such":[82,157],"that":[83,158],"learnt":[85,118],"view":[89],"indeed":[90],"reflects":[91],"amount":[93],"pattern":[95],"information":[96],"involved":[97],"view;":[100],"2)":[101],"iteration":[104],"DRV-TSK-FS":[106,183],"weak":[110],"views":[111],"automatically":[113,127],"reduced":[114],"comparing":[116],"threshold":[123],"also":[126],"number":[132],"objects":[134],"dimension":[137],"space.":[141,182],"3)":[142],"All":[143],"components":[144,164],"linked":[146],"stacked":[149,154],"way":[150],"based":[151],"on":[152,186],"generalization":[155],"principle":[156],"outputs":[160],"all":[162],"previous":[163],"augmented":[166],"into":[167],"current":[169],"one":[170],"can":[172],"help":[173],"open":[174],"manifold":[176],"original":[180],"testified":[185],"EEG":[189,193],"dataset":[190],"epileptic":[192],"signals":[194],"recognition.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}