{"id":"https://openalex.org/W2542751912","doi":"https://doi.org/10.1007/s10489-016-0857-0","title":"An efficient forecasting model based on an improved fuzzy time series and a modified group search optimizer","display_name":"An efficient forecasting model based on an improved fuzzy time series and a modified group search optimizer","publication_year":2016,"publication_date":"2016-10-28","ids":{"openalex":"https://openalex.org/W2542751912","doi":"https://doi.org/10.1007/s10489-016-0857-0","mag":"2542751912"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-016-0857-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-016-0857-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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/A5002959708","display_name":"Chin\u2010Ling Lee","orcid":"https://orcid.org/0000-0001-7752-6113"},"institutions":[{"id":"https://openalex.org/I131948415","display_name":"National Taichung University of Science and Technology","ror":"https://ror.org/05bgcav40","country_code":"TW","type":"education","lineage":["https://openalex.org/I131948415"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chin-Ling Lee","raw_affiliation_strings":["Department of International Business, National Taichung University of Science and Technology, Taichung City, 404, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of International Business, National Taichung University of Science and Technology, Taichung City, 404, Taiwan","institution_ids":["https://openalex.org/I131948415"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106976816","display_name":"Shye-Chorng Kuo","orcid":null},"institutions":[{"id":"https://openalex.org/I204246437","display_name":"Nan Kai University of Technology","ror":"https://ror.org/05v3pg621","country_code":"TW","type":"education","lineage":["https://openalex.org/I204246437"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shye-Chorng Kuo","raw_affiliation_strings":["Department of Multimedia Animation and Application, Nan-Kai University of Technology, Nantou County, 542, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Multimedia Animation and Application, Nan-Kai University of Technology, Nantou County, 542, Taiwan","institution_ids":["https://openalex.org/I204246437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052088046","display_name":"Cheng\u2010Jian Lin","orcid":"https://orcid.org/0000-0002-8709-2715"},"institutions":[{"id":"https://openalex.org/I65446980","display_name":"National Chin-Yi University of Technology","ror":"https://ror.org/040bs6h16","country_code":"TW","type":"education","lineage":["https://openalex.org/I65446980"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Cheng-Jian Lin","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chin-Yi University of Technology, Taichung City, 411, Taiwan"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chin-Yi University of Technology, Taichung City, 411, Taiwan","institution_ids":["https://openalex.org/I65446980"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5052088046"],"corresponding_institution_ids":["https://openalex.org/I65446980"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.1144,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82912032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"46","issue":"3","first_page":"641","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9998000264167786,"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":0.9998000264167786,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9886000156402588,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9811000227928162,"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/computer-science","display_name":"Computer science","score":0.73319411277771},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6105353236198425},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6072049140930176},{"id":"https://openalex.org/keywords/stock-exchange","display_name":"Stock exchange","score":0.5672439932823181},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5611910820007324},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.509339451789856},{"id":"https://openalex.org/keywords/capitalization","display_name":"Capitalization","score":0.43969330191612244},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3412197232246399},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.30310091376304626},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07352644205093384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.73319411277771},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6105353236198425},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6072049140930176},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.5672439932823181},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5611910820007324},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.509339451789856},{"id":"https://openalex.org/C2779137862","wikidata":"https://www.wikidata.org/wiki/Q425951","display_name":"Capitalization","level":2,"score":0.43969330191612244},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3412197232246399},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.30310091376304626},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07352644205093384},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/s10489-016-0857-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-016-0857-0","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","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":26,"referenced_works":["https://openalex.org/W424268064","https://openalex.org/W1971869067","https://openalex.org/W1976228538","https://openalex.org/W1980727424","https://openalex.org/W1983147111","https://openalex.org/W1984503224","https://openalex.org/W1985287141","https://openalex.org/W1988828407","https://openalex.org/W1992096620","https://openalex.org/W1993503008","https://openalex.org/W2004157188","https://openalex.org/W2021447957","https://openalex.org/W2022201749","https://openalex.org/W2022885136","https://openalex.org/W2052946472","https://openalex.org/W2059871165","https://openalex.org/W2085752583","https://openalex.org/W2125281549","https://openalex.org/W2131453387","https://openalex.org/W2133010150","https://openalex.org/W2159352700","https://openalex.org/W2276987186","https://openalex.org/W2549951642","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W4241443503"],"related_works":["https://openalex.org/W2095183503","https://openalex.org/W2093440044","https://openalex.org/W2363517603","https://openalex.org/W2566194735","https://openalex.org/W2299562006","https://openalex.org/W1559424151","https://openalex.org/W2347560502","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}