{"id":"https://openalex.org/W2760087883","doi":"https://doi.org/10.1007/s40815-017-0385-z","title":"A Novel Stochastic Seasonal Fuzzy Time Series Forecasting Model","display_name":"A Novel Stochastic Seasonal Fuzzy Time Series Forecasting Model","publication_year":2017,"publication_date":"2017-09-30","ids":{"openalex":"https://openalex.org/W2760087883","doi":"https://doi.org/10.1007/s40815-017-0385-z","mag":"2760087883"},"language":"en","primary_location":{"id":"doi:10.1007/s40815-017-0385-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-017-0385-z","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","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/A5022564495","display_name":"Hilal Guney","orcid":null},"institutions":[{"id":"https://openalex.org/I64134780","display_name":"Atat\u00fcrk University","ror":"https://ror.org/03je5c526","country_code":"TR","type":"education","lineage":["https://openalex.org/I64134780"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Hilal Guney","raw_affiliation_strings":["Narman Technical Science College, Atat\u00fcrk University, 25530, Erzurum, Turkey"],"affiliations":[{"raw_affiliation_string":"Narman Technical Science College, Atat\u00fcrk University, 25530, Erzurum, Turkey","institution_ids":["https://openalex.org/I64134780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061887718","display_name":"M. Akif Bak\u0131r","orcid":"https://orcid.org/0000-0003-0774-0338"},"institutions":[{"id":"https://openalex.org/I95634034","display_name":"Gazi University","ror":"https://ror.org/054xkpr46","country_code":"TR","type":"education","lineage":["https://openalex.org/I95634034"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mehmet Akif Bakir","raw_affiliation_strings":["Department of Statistics, Faculty of Science, Gazi University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Science, Gazi University, Ankara, Turkey","institution_ids":["https://openalex.org/I95634034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009221069","display_name":"\u00c7a\u011fda\u015f Hakan Alada\u011f","orcid":"https://orcid.org/0000-0002-3953-7601"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Cagdas Hakan Aladag","raw_affiliation_strings":["Department of Statistics, Faculty of Science, Hacettepe University, Ankara, Turkey"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Science, Hacettepe University, Ankara, Turkey","institution_ids":["https://openalex.org/I66514158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5022564495"],"corresponding_institution_ids":["https://openalex.org/I64134780"],"apc_list":{"value":2690,"currency":"EUR","value_usd":3490},"apc_paid":null,"fwci":3.2133,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.92147821,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"20","issue":"3","first_page":"729","last_page":"740"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9957000017166138,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.9864000082015991,"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/series","display_name":"Series (stratigraphy)","score":0.7706718444824219},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6681411862373352},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6437414884567261},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5976044535636902},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.5391415357589722},{"id":"https://openalex.org/keywords/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.41707417368888855},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.40593183040618896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3408227860927582},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.285957932472229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2737893760204315},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23668593168258667}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7706718444824219},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6681411862373352},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6437414884567261},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5976044535636902},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5391415357589722},{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.41707417368888855},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.40593183040618896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3408227860927582},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.285957932472229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2737893760204315},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23668593168258667},{"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":[{"id":"doi:10.1007/s40815-017-0385-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40815-017-0385-z","pdf_url":null,"source":{"id":"https://openalex.org/S18792341","display_name":"International Journal of Fuzzy Systems","issn_l":"1562-2479","issn":["1562-2479","2199-3211"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W56870963","https://openalex.org/W1538008266","https://openalex.org/W1969574035","https://openalex.org/W1971869067","https://openalex.org/W1987509628","https://openalex.org/W1992096620","https://openalex.org/W1993503008","https://openalex.org/W2016646227","https://openalex.org/W2044986678","https://openalex.org/W2053612364","https://openalex.org/W2057482964","https://openalex.org/W2083422648","https://openalex.org/W2085752583","https://openalex.org/W2131453387","https://openalex.org/W2150755414","https://openalex.org/W2168577773","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4247997350","https://openalex.org/W6602623533"],"related_works":["https://openalex.org/W1714597287","https://openalex.org/W2027701351","https://openalex.org/W4362730186","https://openalex.org/W1535527311","https://openalex.org/W2009201399","https://openalex.org/W264716498","https://openalex.org/W4317542754","https://openalex.org/W3119996120","https://openalex.org/W2010604226","https://openalex.org/W2906471315"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
