{"id":"https://openalex.org/W2012627916","doi":"https://doi.org/10.1080/00207720410001714130","title":"Time-series prediction using adaptive neuro-fuzzy networks","display_name":"Time-series prediction using adaptive neuro-fuzzy networks","publication_year":2004,"publication_date":"2004-04-20","ids":{"openalex":"https://openalex.org/W2012627916","doi":"https://doi.org/10.1080/00207720410001714130","mag":"2012627916"},"language":"en","primary_location":{"id":"doi:10.1080/00207720410001714130","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720410001714130","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","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/A5052088046","display_name":"Cheng\u2010Jian Lin","orcid":"https://orcid.org/0000-0002-8709-2715"},"institutions":[{"id":"https://openalex.org/I126145234","display_name":"Chaoyang University of Technology","ror":"https://ror.org/04xwksx09","country_code":"TW","type":"education","lineage":["https://openalex.org/I126145234"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Cheng-Jian Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering , Chaoyang University of Technology , No. 168, Jifong E. Rd., Wufong Township, Taichung County 41349,  Taiwan (ROC)  E-mail:  cjlin@mail.cyut.edu.tw","Department of Computer Science and Information Engineering, Chaoyang University of Technology, No. 168, Jifong E. Rd., Wufong Township, Taichung County 41349, Taiwan, ROC"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering , Chaoyang University of Technology , No. 168, Jifong E. Rd., Wufong Township, Taichung County 41349,  Taiwan (ROC)  E-mail:  cjlin@mail.cyut.edu.tw","institution_ids":["https://openalex.org/I126145234"]},{"raw_affiliation_string":"Department of Computer Science and Information Engineering, Chaoyang University of Technology, No. 168, Jifong E. Rd., Wufong Township, Taichung County 41349, Taiwan, ROC","institution_ids":["https://openalex.org/I126145234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5052088046"],"corresponding_institution_ids":["https://openalex.org/I126145234"],"apc_list":null,"apc_paid":null,"fwci":0.8994,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.80501298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"35","issue":"5","first_page":"273","last_page":"286"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9986000061035156,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/precondition","display_name":"Precondition","score":0.7578976154327393},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.6426915526390076},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5633073449134827},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5026412010192871},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.4948863387107849},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.48442724347114563},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4813973903656006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4721488952636719},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.45834824442863464},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.43204349279403687},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.43078893423080444},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3450149893760681},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33234745264053345},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32815027236938477},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.3166457414627075}],"concepts":[{"id":"https://openalex.org/C192465680","wikidata":"https://www.wikidata.org/wiki/Q1413450","display_name":"Precondition","level":2,"score":0.7578976154327393},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.6426915526390076},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5633073449134827},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5026412010192871},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4948863387107849},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.48442724347114563},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4813973903656006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4721488952636719},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.45834824442863464},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.43204349279403687},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.43078893423080444},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3450149893760681},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33234745264053345},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32815027236938477},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.3166457414627075},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207720410001714130","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720410001714130","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W20030223","https://openalex.org/W44465109","https://openalex.org/W100398061","https://openalex.org/W105570759","https://openalex.org/W181789436","https://openalex.org/W1551329771","https://openalex.org/W1601763377","https://openalex.org/W1752828987","https://openalex.org/W1847155892","https://openalex.org/W1966363240","https://openalex.org/W1971259134","https://openalex.org/W1992675968","https://openalex.org/W2019207321","https://openalex.org/W2028188257","https://openalex.org/W2041723679","https://openalex.org/W2050288270","https://openalex.org/W2062706881","https://openalex.org/W2075717648","https://openalex.org/W2076579537","https://openalex.org/W2079325629","https://openalex.org/W2098783592","https://openalex.org/W2102479866","https://openalex.org/W2116308743","https://openalex.org/W2118790915","https://openalex.org/W2139884824","https://openalex.org/W2140384587","https://openalex.org/W2144630308","https://openalex.org/W2149320615","https://openalex.org/W2156060469","https://openalex.org/W2158316397","https://openalex.org/W2159265133","https://openalex.org/W2164759297","https://openalex.org/W2168577773","https://openalex.org/W2602753196","https://openalex.org/W2904250082","https://openalex.org/W3023540311","https://openalex.org/W4249269149","https://openalex.org/W4252438515"],"related_works":["https://openalex.org/W2785395359","https://openalex.org/W1549951490","https://openalex.org/W2247295643","https://openalex.org/W2111426611","https://openalex.org/W1966629635","https://openalex.org/W3159983598","https://openalex.org/W2357953609","https://openalex.org/W2367175432","https://openalex.org/W2374727787","https://openalex.org/W2288384671"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4,32],"an":[5],"Adaptive":[6],"Neuro-Fuzzy":[7],"Network":[8],"(ANFN)":[9],"to":[10,49,58,75],"deal":[11],"with":[12],"forecasting":[13],"problems.":[14],"The":[15,54],"ANFN":[16,52,90],"model":[17,24,91],"is":[18,56,73],"inherently":[19],"a":[20,26,33,93],"modified":[21],"Takagi\u2013Sugeno\u2013Kang-type":[22],"fuzzy-rule-based":[23],"possessing":[25],"neural":[27],"network's":[28],"learning":[29,35],"ability.":[30],"We":[31],"hybrid":[34],"algorithm":[36],"which":[37],"combines":[38],"the":[39,44,51,63,70,79,88],"Genetic":[40],"Algorithm":[41],"(GA)":[42],"and":[43],"Least-Squares":[45],"Estimate":[46],"(LSE)":[47],"method":[48,72],"construct":[50],"model.":[53],"GA":[55],"used":[57,74],"tune":[59,76],"membership":[60],"functions":[61],"at":[62,78],"precondition":[64],"part":[65,81],"of":[66,82],"fuzzy":[67,83],"rules,":[68],"while":[69],"LSE":[71],"parameters":[77],"consequent":[80],"rules.":[84],"Simulations":[85],"demonstrate":[86],"that":[87],"proposed":[89],"has":[92],"good":[94],"predictive":[95],"capability.":[96]},"counts_by_year":[{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}