{"id":"https://openalex.org/W4411523259","doi":"https://doi.org/10.3103/s014641162570004x","title":"A Forecasting Model Fuzzy Time Series Type 2 with Hedge Algebraic and Genetic Optimization Algorithm","display_name":"A Forecasting Model Fuzzy Time Series Type 2 with Hedge Algebraic and Genetic Optimization Algorithm","publication_year":2025,"publication_date":"2025-02-01","ids":{"openalex":"https://openalex.org/W4411523259","doi":"https://doi.org/10.3103/s014641162570004x"},"language":"en","primary_location":{"id":"doi:10.3103/s014641162570004x","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s014641162570004x","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer 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/A5069236280","display_name":"Dung Nguyen Thi Thu","orcid":"https://orcid.org/0000-0001-9206-5968"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Nguyen Thi Thu Dung","raw_affiliation_strings":["Peter the Great St. Petersburg Polytechnic University, Institute of Computer Science and Cyber Security, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St. Petersburg Polytechnic University, Institute of Computer Science and Cyber Security, St. Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023729310","display_name":"Liudmila V. Chernenkaya","orcid":"https://orcid.org/0000-0002-9097-8402"},"institutions":[{"id":"https://openalex.org/I212220629","display_name":"Peter the Great St. Petersburg Polytechnic University","ror":"https://ror.org/02x91aj62","country_code":"RU","type":"education","lineage":["https://openalex.org/I212220629"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"L. V. Chernenkaya","raw_affiliation_strings":["Peter the Great St. Petersburg Polytechnic University, Institute of Computer Science and Cyber Security, St. Petersburg, Russia"],"affiliations":[{"raw_affiliation_string":"Peter the Great St. Petersburg Polytechnic University, Institute of Computer Science and Cyber Security, St. Petersburg, Russia","institution_ids":["https://openalex.org/I212220629"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5069236280"],"corresponding_institution_ids":["https://openalex.org/I212220629"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19655172,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"59","issue":"1","first_page":"39","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9995999932289124,"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":0.9995999932289124,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9848999977111816,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9837999939918518,"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/computer-science","display_name":"Computer science","score":0.8022133111953735},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5556800961494446},{"id":"https://openalex.org/keywords/type","display_name":"Type (biology)","score":0.5134161710739136},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5101981163024902},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4883241355419159},{"id":"https://openalex.org/keywords/hedge","display_name":"Hedge","score":0.4830382466316223},{"id":"https://openalex.org/keywords/algebraic-number","display_name":"Algebraic number","score":0.47887343168258667},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.396896094083786},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2634628117084503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16026511788368225}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8022133111953735},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5556800961494446},{"id":"https://openalex.org/C2777299769","wikidata":"https://www.wikidata.org/wiki/Q3707858","display_name":"Type (biology)","level":2,"score":0.5134161710739136},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5101981163024902},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4883241355419159},{"id":"https://openalex.org/C70771513","wikidata":"https://www.wikidata.org/wiki/Q235779","display_name":"Hedge","level":2,"score":0.4830382466316223},{"id":"https://openalex.org/C9376300","wikidata":"https://www.wikidata.org/wiki/Q168817","display_name":"Algebraic number","level":2,"score":0.47887343168258667},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.396896094083786},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2634628117084503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16026511788368225},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s014641162570004x","is_oa":false,"landing_page_url":"https://doi.org/10.3103/s014641162570004x","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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":23,"referenced_works":["https://openalex.org/W2036950209","https://openalex.org/W2036984693","https://openalex.org/W2041116216","https://openalex.org/W2041598452","https://openalex.org/W2085463545","https://openalex.org/W2149971834","https://openalex.org/W2161555129","https://openalex.org/W2168577773","https://openalex.org/W2340805998","https://openalex.org/W2775297143","https://openalex.org/W2808976539","https://openalex.org/W2888547842","https://openalex.org/W2900048708","https://openalex.org/W2982305904","https://openalex.org/W3135362168","https://openalex.org/W4211007335","https://openalex.org/W4285796186","https://openalex.org/W4293570036","https://openalex.org/W4361009008","https://openalex.org/W4362497192","https://openalex.org/W4383756146","https://openalex.org/W4387444973","https://openalex.org/W4387445227"],"related_works":["https://openalex.org/W1919101720","https://openalex.org/W3170307963","https://openalex.org/W620250300","https://openalex.org/W4390822878","https://openalex.org/W4246257243","https://openalex.org/W1892426564","https://openalex.org/W96888382","https://openalex.org/W4386126592","https://openalex.org/W2041308758","https://openalex.org/W4392529072"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,15,74,79],"meet":[3],"modern":[4],"requirements":[5],"for":[6],"the":[7,31,34,42,60,72,103,111,119,133,139,146,152],"development":[8],"of":[9,33,36,44,52,59,62,105,113,118,135,138],"socio-economic":[10],"problems,":[11],"it":[12],"is":[13,67,130,149],"necessary":[14],"develop":[16],"and":[17,55,64,110,145,156],"improve":[18],"forecasting":[19,26,99,147],"models.":[20],"Existing":[21],"fuzzy":[22,37,45,96,106],"time":[23,97],"series":[24,98],"(FTS)":[25],"models":[27],"are":[28,122],"built":[29],"on":[30,102,132],"basis":[32],"theory":[35,43,104],"logic":[38,46,107],"type":[39,47,108],"1,":[40],"but":[41,87],"2":[48,109],"shows":[49],"greater":[50],"coverage":[51],"subject":[53],"areas":[54],"more":[56],"accurate":[57],"modeling":[58],"state":[61],"objects":[63],"systems.":[65],"This":[66,92],"important":[68],"because":[69],"in":[70],"reality":[71],"degree":[73],"which":[75],"an":[76],"element":[77],"belongs":[78],"a":[80,90,95],"particular":[81],"set":[82],"cannot":[83],"be":[84],"determined":[85],"precisely,":[86],"only":[88],"within":[89],"range.":[91],"paper":[93],"proposes":[94],"model":[100,121,129],"based":[101],"structure":[112],"Hedge":[114],"algebra.":[115],"The":[116,127],"parameters":[117],"proposed":[120,128],"optimized":[123],"using":[124,151],"genetic":[125],"algorithms.":[126],"tested":[131],"forecast":[134],"daily":[136],"values":[137],"Taiwan":[140],"Stock":[141],"Index":[142],"(TAIEX)":[143],"data,":[144],"performance":[148],"assessed":[150],"metrics":[153],"RMSE,":[154],"MAPE":[155],"MSE.":[157]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
