{"id":"https://openalex.org/W2121978965","doi":"https://doi.org/10.1109/fuzzy.2009.5277233","title":"An approach for construction and learning of interval type-2 TSK neuro-fuzzy systems","display_name":"An approach for construction and learning of interval type-2 TSK neuro-fuzzy systems","publication_year":2009,"publication_date":"2009-08-01","ids":{"openalex":"https://openalex.org/W2121978965","doi":"https://doi.org/10.1109/fuzzy.2009.5277233","mag":"2121978965"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2009.5277233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-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/A5108518161","display_name":"Chen\u2010Sen Ouyang","orcid":null},"institutions":[{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Chen-Sen Ouyang","raw_affiliation_strings":["Department of Information Engineering, I-Shou Univers\u00edty, Kaohsiung, Taiwan","Department of Information Engineering, University of I-Shou, No.1, Sec. 1, Syuecheng Rd., Dashu Township, Kaohsiung County 840, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, I-Shou Univers\u00edty, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]},{"raw_affiliation_string":"Department of Information Engineering, University of I-Shou, No.1, Sec. 1, Syuecheng Rd., Dashu Township, Kaohsiung County 840, R.O.C","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031628616","display_name":"Shiu-Ling Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shiu-Ling Liu","raw_affiliation_strings":["Department of Information Engineering, I-Shou Univers\u00edty, Kaohsiung, Taiwan","Department of Information Engineering, University of I-Shou, No.1, Sec. 1, Syuecheng Rd., Dashu Township, Kaohsiung County 840, R.O.C"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, I-Shou Univers\u00edty, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]},{"raw_affiliation_string":"Department of Information Engineering, University of I-Shou, No.1, Sec. 1, Syuecheng Rd., Dashu Township, Kaohsiung County 840, R.O.C","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5108518161"],"corresponding_institution_ids":["https://openalex.org/I98298690"],"apc_list":null,"apc_paid":null,"fwci":0.8724,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80671556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1517","last_page":"1522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9998000264167786,"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":0.9991000294685364,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9753999710083008,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6980746388435364},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.5236613154411316},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5162939429283142},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.4777083396911621},{"id":"https://openalex.org/keywords/defuzzification","display_name":"Defuzzification","score":0.47109752893447876},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.45661184191703796},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.45492592453956604},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.45177996158599854},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.44648104906082153},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4396200180053711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4339004158973694},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.4301919937133789},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42938733100891113},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.425920695066452},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36298441886901855},{"id":"https://openalex.org/keywords/fuzzy-number","display_name":"Fuzzy number","score":0.3544948399066925}],"concepts":[{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6980746388435364},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.5236613154411316},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5162939429283142},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.4777083396911621},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.47109752893447876},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.45661184191703796},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.45492592453956604},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.45177996158599854},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44648104906082153},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4396200180053711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4339004158973694},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.4301919937133789},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42938733100891113},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.425920695066452},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36298441886901855},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.3544948399066925},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2009.5277233","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2009.5277233","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Fuzzy Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321040","display_name":"National Science Council","ror":"https://ror.org/02kv4zf79"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W564030374","https://openalex.org/W2039130949","https://openalex.org/W2060420921","https://openalex.org/W2084601320","https://openalex.org/W2096798613","https://openalex.org/W2098725265","https://openalex.org/W2121565257","https://openalex.org/W2141178894","https://openalex.org/W2147968325","https://openalex.org/W2164879989","https://openalex.org/W4206636130"],"related_works":["https://openalex.org/W2184441312","https://openalex.org/W4242970302","https://openalex.org/W1485268022","https://openalex.org/W2331106272","https://openalex.org/W1975005191","https://openalex.org/W3176863924","https://openalex.org/W1542808721","https://openalex.org/W2253053392","https://openalex.org/W173448675","https://openalex.org/W2024822381"],"abstract_inverted_index":{"In":[0,17],"this":[1],"paper,":[2],"we":[3,22,50,100],"propose":[4,65],"an":[5,43,52],"approach":[6,117],"for":[7,41,78],"construction":[8],"and":[9,36,64,92,124],"learning":[10,68,83],"of":[11,74,87,104],"interval":[12,44,53],"type-2":[13,45,54],"TSK":[14,46,55],"neuro-fuzzy":[15],"systems.":[16],"the":[18,31,60,72,88],"structure":[19],"identification":[20,62],"phase,":[21],"develop":[23],"a":[24,66,93,102],"self-constructing":[25],"rule":[26],"generation":[27],"method":[28],"to":[29,70],"group":[30],"data":[32],"into":[33],"fuzzy":[34,39,47,56,76,106],"clusters":[35],"extract":[37],"initial":[38,75],"rules":[40,77],"creating":[42],"system.":[48],"Then,":[49],"construct":[51],"neural":[57],"network":[58],"in":[59],"parameter":[61],"phase":[63],"hybrid":[67,82],"algorithm":[69,84],"refine":[71],"parameters":[73],"higher":[79],"precision.":[80],"The":[81],"is":[85],"composed":[86],"particle":[89],"swarm":[90],"optimization":[91],"recursive":[94],"SVD-based":[95],"least":[96],"squares":[97],"estimator.":[98],"Finally,":[99],"have":[101,114],"set":[103],"refined":[105],"rules.":[107],"Compared":[108],"with":[109],"other":[110],"approaches,":[111],"experimental":[112],"results":[113],"shown":[115],"our":[116],"produces":[118],"smaller":[119],"root":[120],"mean":[121],"squared":[122],"errors":[123],"converges":[125],"more":[126],"quickly.":[127]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
