{"id":"https://openalex.org/W2588988249","doi":"https://doi.org/10.1109/cisp-bmei.2016.7853046","title":"A novel model for stock market forecasting","display_name":"A novel model for stock market forecasting","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2588988249","doi":"https://doi.org/10.1109/cisp-bmei.2016.7853046","mag":"2588988249"},"language":"en","primary_location":{"id":"doi:10.1109/cisp-bmei.2016.7853046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2016.7853046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-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/A5100718123","display_name":"Yanlong Li","orcid":"https://orcid.org/0000-0002-9857-6563"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanlong Li","raw_affiliation_strings":["College of Material Science and Engineering, Ningbo University of Technology, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"College of Material Science and Engineering, Ningbo University of Technology, Ningbo, China","institution_ids":["https://openalex.org/I159389169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100321413","display_name":"Fang Wang","orcid":"https://orcid.org/0000-0002-4756-719X"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Wang","raw_affiliation_strings":["College of Material Science and Engineering, Ningbo University of Technology, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"College of Material Science and Engineering, Ningbo University of Technology, Ningbo, China","institution_ids":["https://openalex.org/I159389169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033189680","display_name":"Renbing Sun","orcid":"https://orcid.org/0000-0001-9508-5606"},"institutions":[{"id":"https://openalex.org/I159389169","display_name":"Ningbo University of Technology","ror":"https://ror.org/037dym702","country_code":"CN","type":"education","lineage":["https://openalex.org/I159389169"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renbing Sun","raw_affiliation_strings":["College of Material Science and Engineering, Ningbo University of Technology, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"College of Material Science and Engineering, Ningbo University of Technology, Ningbo, China","institution_ids":["https://openalex.org/I159389169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100448637","display_name":"Rui Li","orcid":"https://orcid.org/0000-0003-3031-0774"},"institutions":[{"id":"https://openalex.org/I20942203","display_name":"Hainan University","ror":"https://ror.org/03q648j11","country_code":"CN","type":"education","lineage":["https://openalex.org/I20942203"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["College of Ocean, Hainan University, Haikou, China"],"affiliations":[{"raw_affiliation_string":"College of Ocean, Hainan University, Haikou, China","institution_ids":["https://openalex.org/I20942203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100718123"],"corresponding_institution_ids":["https://openalex.org/I159389169"],"apc_list":null,"apc_paid":null,"fwci":1.0266,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.89269638,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"11","issue":null,"first_page":"1995","last_page":"1999"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.996999979019165,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9959999918937683,"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":0.9829999804496765,"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":0.6654553413391113},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5851553082466125},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5381430387496948},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5209171175956726},{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.5025153160095215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44239675998687744},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.43579578399658203},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4263766407966614},{"id":"https://openalex.org/keywords/adaptive-neuro-fuzzy-inference-system","display_name":"Adaptive neuro fuzzy inference system","score":0.4177626967430115},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.344441294670105},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3444298803806305},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.28597426414489746},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18087813258171082},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07957515120506287}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6654553413391113},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5851553082466125},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5381430387496948},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5209171175956726},{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.5025153160095215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44239675998687744},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.43579578399658203},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4263766407966614},{"id":"https://openalex.org/C186108316","wikidata":"https://www.wikidata.org/wiki/Q352530","display_name":"Adaptive neuro fuzzy inference system","level":4,"score":0.4177626967430115},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.344441294670105},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3444298803806305},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.28597426414489746},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18087813258171082},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07957515120506287},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2780762169","wikidata":"https://www.wikidata.org/wiki/Q5905368","display_name":"Horse","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisp-bmei.2016.7853046","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisp-bmei.2016.7853046","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W337635501","https://openalex.org/W1526303254","https://openalex.org/W1970872742","https://openalex.org/W1984314602","https://openalex.org/W1991346019","https://openalex.org/W2010628845","https://openalex.org/W2011231605","https://openalex.org/W2030223245","https://openalex.org/W2030655795","https://openalex.org/W2042011627","https://openalex.org/W2072010802","https://openalex.org/W2080925589","https://openalex.org/W2083309845","https://openalex.org/W2085752583","https://openalex.org/W2086694651","https://openalex.org/W2108423494","https://openalex.org/W2116751249","https://openalex.org/W2123199877","https://openalex.org/W2123963758","https://openalex.org/W2124637492","https://openalex.org/W2137634615","https://openalex.org/W2137864425","https://openalex.org/W2138144286","https://openalex.org/W2139997280","https://openalex.org/W2163611833","https://openalex.org/W2166737125","https://openalex.org/W2193672955","https://openalex.org/W2256253688","https://openalex.org/W2285827011","https://openalex.org/W2301106258","https://openalex.org/W2401286758","https://openalex.org/W2580989708","https://openalex.org/W3093976760","https://openalex.org/W3105517623","https://openalex.org/W4246311662","https://openalex.org/W4312935561","https://openalex.org/W6712922992","https://openalex.org/W6733021160","https://openalex.org/W6848753078"],"related_works":["https://openalex.org/W2114654021","https://openalex.org/W2263529430","https://openalex.org/W4390103748","https://openalex.org/W2389800468","https://openalex.org/W2763641192","https://openalex.org/W2150377753","https://openalex.org/W2392430664","https://openalex.org/W3162202563","https://openalex.org/W2377425550","https://openalex.org/W2370669686"],"abstract_inverted_index":{"To":[0],"promote":[1],"the":[2,29,32,42,63],"forecasting":[3,22],"performance":[4],"of":[5,31,47],"Fuzzy":[6],"time-series":[7],"models,":[8],"based":[9,48],"on":[10,49],"complex":[11,33,50],"network,":[12],"a":[13],"novel":[14],"fuzzy":[15,43,56],"time":[16,44,57],"series":[17,45,58],"model":[18,27,46,65,70],"for":[19],"stock":[20],"price":[21],"was":[23],"pressented,":[24],"this":[25],"pressented":[26,64],"includes":[28],"concept":[30],"network":[34,51],"and":[35,52],"weighted":[36,53,67],"adaptive":[37,54,68],"expectation":[38,55,69],"method.":[39],"By":[40],"comparing":[41],"model,":[59],"we":[60],"conclude":[61],"that":[62],"surpasses":[66],"in":[71],"accuracy.":[72]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}