乐胖代购免代理版

{"id":"https://openalex.org/W3010704712","doi":"https://doi.org/10.3233/jifs-179693","title":"A new fuzzy time series forecasting method based on clustering and weighted average approach","display_name":"A new fuzzy time series forecasting method based on clustering and weighted average approach","publication_year":2020,"publication_date":"2020-03-13","ids":{"openalex":"https://openalex.org/W3010704712","doi":"https://doi.org/10.3233/jifs-179693","mag":"3010704712"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179693","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5042453524","display_name":"Shafqat Iqbal","orcid":"https://orcid.org/0000-0002-3060-2649"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shafqat Iqbal","raw_affiliation_strings":["School of Economics and Statistics, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Statistics, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086236500","display_name":"Chongqi Zhang","orcid":"https://orcid.org/0000-0002-6177-200X"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chongqi Zhang","raw_affiliation_strings":["School of Economics and Statistics, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Statistics, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100601270","display_name":"Muhammad Arif","orcid":"https://orcid.org/0000-0002-7449-2701"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Muhammad Arif","raw_affiliation_strings":["School of Computer Science and Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039838310","display_name":"Munawar Hassan","orcid":"https://orcid.org/0000-0002-3652-9964"},"institutions":[{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Munawar Hassan","raw_affiliation_strings":["College of Agriculture Economics and Management, Jilin Agriculture University, China"],"affiliations":[{"raw_affiliation_string":"College of Agriculture Economics and Management, Jilin Agriculture University, China","institution_ids":["https://openalex.org/I4210152006"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015273174","display_name":"Shakeel Ahmad","orcid":"https://orcid.org/0000-0003-4653-3323"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shakeel Ahmad","raw_affiliation_strings":["School of Economics and Statistics, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Statistics, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5086236500"],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":3.314,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.999917,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":92,"max":93},"biblio":{"volume":"38","issue":"5","first_page":"6089","last_page":"6098"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9994,"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"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9994,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9978,"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"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9954,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[],"concepts":[{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.64480174},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6432632},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.62379277},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.61071783},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.591467},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5858698},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5790234},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.46819505},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3582351},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3430556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34104735},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.33448243},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179693","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.67}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":33,"referenced_works":["https://openalex.org/W1125761772","https://openalex.org/W1484509274","https://openalex.org/W1596097493","https://openalex.org/W1971619052","https://openalex.org/W1971869067","https://openalex.org/W1979464351","https://openalex.org/W1991662650","https://openalex.org/W1993503008","https://openalex.org/W1995450389","https://openalex.org/W2001339767","https://openalex.org/W2017954768","https://openalex.org/W2024850745","https://openalex.org/W2030103549","https://openalex.org/W2036950209","https://openalex.org/W2056650703","https://openalex.org/W2080504790","https://openalex.org/W2103347496","https://openalex.org/W2131453387","https://openalex.org/W2136103712","https://openalex.org/W2139893869","https://openalex.org/W2149320615","https://openalex.org/W2150755414","https://openalex.org/W2167428023","https://openalex.org/W2168577773","https://openalex.org/W2518887646","https://openalex.org/W2582365220","https://openalex.org/W2622318955","https://openalex.org/W2727290920","https://openalex.org/W2773000467","https://openalex.org/W2909465592","https://openalex.org/W4211007335","https://openalex.org/W4236629293","https://openalex.org/W4241443503"],"related_works":["https://openalex.org/W4388110928","https://openalex.org/W4312412183","https://openalex.org/W4224807364","https://openalex.org/W3192757256","https://openalex.org/W2945382830","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W2382432689","https://openalex.org/W1980197432","https://openalex.org/W1483228865"],"abstract_inverted_index":{"Time":[0],"series":[1,7,18,58,81,140],"is":[2,21,142],"a":[3,61,131],"classification":[4],"of":[5,8,25,31,45,78,87,111,117],"data":[6,68,105],"variables,":[9],"orderly":[10],"arranged":[11],"with":[12,94,101],"respect":[13],"to":[14,64,99,144],"time.":[15],"In":[16],"time":[17,57,80,139],"analysis,":[19],"forecasting":[20,82],"the":[22,32,43,75,85,95,102,109,115,146],"vital":[23],"area":[24],"study":[26],"besides":[27],"other":[28,54],"meaningful":[29],"characteristics":[30],"data.":[33],"It":[34],"has":[35],"vast":[36],"application":[37],"in":[38,42,69,104],"decision-making":[39],"and":[40,53,90,113,123],"prediction":[41],"domain":[44],"econom":[46],"ics,":[47],"agriculture,":[48],"medicine,":[49],"industries,":[50],"energy":[51],"sector":[52],"sciences.":[55],"Fuzzy":[56],"emerged":[59],"as":[60,130],"robust":[62],"tool":[63],"cater":[65],"for":[66],"historical":[67],"linguistic":[70],"values.":[71],"This":[72],"paper":[73],"proposes":[74],"new":[76],"method":[77],"fuzzy":[79,88,137],"based":[83,138],"on":[84],"approach":[86,98,141],"clustering":[89],"information":[91],"granules":[92],"integrated":[93],"weighted":[96],"average":[97],"deal":[100],"uncertainty":[103],"series.":[106],"To":[107],"distinguish":[108],"power":[110],"modeling":[112],"prediction,":[114],"strategies":[116],"Root":[118],"Mean":[119,124],"Squared":[120],"Error":[121,126],"(RMSE)":[122],"Absolute":[125],"(MAE)":[127],"are":[128],"utilized":[129],"criterion.":[132],"Findings":[133],"illustrate":[134],"that":[135],"proposed":[136],"vigorous":[143],"compute":[145],"accurate":[147],"estimates.":[148]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3010704712","counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4}],"updated_date":"2024-12-19T10:47:34.077853","created_date":"2020-03-23"}