{"id":"https://openalex.org/W2062897401","doi":"https://doi.org/10.1016/s0020-0255(99)00067-5","title":"Applications of type-2 fuzzy logic systems to forecasting of time-series","display_name":"Applications of type-2 fuzzy logic systems to forecasting of time-series","publication_year":1999,"publication_date":"1999-11-01","ids":{"openalex":"https://openalex.org/W2062897401","doi":"https://doi.org/10.1016/s0020-0255(99)00067-5","mag":"2062897401"},"language":"en","primary_location":{"id":"doi:10.1016/s0020-0255(99)00067-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0020-0255(99)00067-5","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","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/A5111787470","display_name":"Nilesh N. Karnik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nilesh N. Karnik","raw_affiliation_strings":["Department of Electrical Engineering-Systems, Signal and Image Processing Institute, University of Southern California, 3740 McClintock Avenue, EEB 400, Los Angeles, CA 90089-2564, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering-Systems, Signal and Image Processing Institute, University of Southern California, 3740 McClintock Avenue, EEB 400, Los Angeles, CA 90089-2564, USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210116219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028699912","display_name":"Jerry M. Mendel","orcid":"https://orcid.org/0000-0001-6377-2452"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]},{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jerry M. Mendel","raw_affiliation_strings":["Department of Electrical Engineering-Systems, Signal and Image Processing Institute, University of Southern California, 3740 McClintock Avenue, EEB 400, Los Angeles, CA 90089-2564, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering-Systems, Signal and Image Processing Institute, University of Southern California, 3740 McClintock Avenue, EEB 400, Los Angeles, CA 90089-2564, USA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210116219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5028699912"],"corresponding_institution_ids":["https://openalex.org/I1174212","https://openalex.org/I4210116219"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330},"apc_paid":null,"fwci":2.6075,"has_fulltext":false,"cited_by_count":290,"citation_normalized_percentile":{"value":0.90494143,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"120","issue":"1-4","first_page":"89","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9991000294685364,"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"}},"topics":[{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","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/T10320","display_name":"Neural Networks and Applications","score":0.9954000115394592,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9896000027656555,"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/type","display_name":"Type (biology)","score":0.7222659587860107},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6944963335990906},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6812038421630859},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6478275656700134},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.643977165222168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.568620502948761},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5275330543518066},{"id":"https://openalex.org/keywords/oscillation","display_name":"Oscillation (cell signaling)","score":0.5063611268997192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4385942816734314},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38954177498817444},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3655781149864197},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.35101622343063354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3264951705932617},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.22162267565727234},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.060012370347976685}],"concepts":[{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.7222659587860107},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6944963335990906},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6812038421630859},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6478275656700134},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.643977165222168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.568620502948761},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5275330543518066},{"id":"https://openalex.org/C2778439541","wikidata":"https://www.wikidata.org/wiki/Q7106412","display_name":"Oscillation (cell signaling)","level":2,"score":0.5063611268997192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4385942816734314},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38954177498817444},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3655781149864197},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.35101622343063354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3264951705932617},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.22162267565727234},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.060012370347976685},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/s0020-0255(99)00067-5","is_oa":false,"landing_page_url":"https://doi.org/10.1016/s0020-0255(99)00067-5","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W219433537","https://openalex.org/W285212305","https://openalex.org/W1562895369","https://openalex.org/W1857925822","https://openalex.org/W1973822995","https://openalex.org/W2007780425","https://openalex.org/W2026829949","https://openalex.org/W2050288270","https://openalex.org/W2053373148","https://openalex.org/W2094631910","https://openalex.org/W2104752970","https://openalex.org/W2105234323","https://openalex.org/W2107934763","https://openalex.org/W2111361149","https://openalex.org/W2126930230","https://openalex.org/W2140971281","https://openalex.org/W2156019969","https://openalex.org/W2157041604","https://openalex.org/W2330022088","https://openalex.org/W2990482619","https://openalex.org/W4245152641","https://openalex.org/W4255833381","https://openalex.org/W4292963524","https://openalex.org/W6675892989","https://openalex.org/W6683230122"],"related_works":["https://openalex.org/W1551019254","https://openalex.org/W2004735650","https://openalex.org/W2004708907","https://openalex.org/W2377429601","https://openalex.org/W2000010777","https://openalex.org/W2386043911","https://openalex.org/W2368252804","https://openalex.org/W3003512042","https://openalex.org/W2379367191","https://openalex.org/W2057473185"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":11},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":16},{"year":2017,"cited_by_count":22},{"year":2016,"cited_by_count":17},{"year":2015,"cited_by_count":21},{"year":2014,"cited_by_count":25},{"year":2013,"cited_by_count":26},{"year":2012,"cited_by_count":28}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
