{"id":"https://openalex.org/W2265020332","doi":"https://doi.org/10.5281/zenodo.1077186","title":"Forecasting The Istanbul Stock Exchange National 100 Index Using An Artificial Neural Network","display_name":"Forecasting The Istanbul Stock Exchange National 100 Index Using An Artificial Neural Network","publication_year":2008,"publication_date":"2008-10-23","ids":{"openalex":"https://openalex.org/W2265020332","doi":"https://doi.org/10.5281/zenodo.1077186","mag":"2265020332"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.193.4838","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.193.4838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.waset.org/journals/waset/v46/v46-7.pdf","raw_type":"text"},"volume":null,"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://zenodo.org/record/1077187","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5082819215","display_name":"Birol Y\u0131ld\u0131z","orcid":"https://orcid.org/0000-0002-9599-8904","observed_orcids":["https://orcid.org/0000-0002-9599-8904"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yildiz, Birol","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108552892","display_name":"Abdullah Yalama","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yalama, Abdullah","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5025688598","display_name":"Metin Co\u015fkun","orcid":"https://orcid.org/0000-0002-3110-8650","observed_orcids":["https://orcid.org/0000-0002-3110-8650"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Coskun, Metin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0267,"has_fulltext":false,"cited_by_count":51,"citation_normalized_percentile":{"value":0.83081981,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":1.0,"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":1.0,"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":0.0,"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/T10320","display_name":"Neural Networks and Applications","score":0.0,"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/stock-index-forecasting","display_name":"stock index forecasting","score":0.8510000109672546},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8320000171661377},{"id":"https://openalex.org/keywords/financial-time-series","display_name":"financial time series","score":0.5820000171661377},{"id":"https://openalex.org/keywords/nonlinear-models","display_name":"nonlinear models","score":0.5789999961853027}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7648109793663025},{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.6946418285369873},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.5864893198013306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47697243094444275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4083392024040222},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.30813026428222656},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.16065680980682373},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.08269175887107849}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.193.4838","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.193.4838","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.waset.org/journals/waset/v46/v46-7.pdf","raw_type":"text"},{"id":"pmh:oai:zenodo.org:1077187","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1077187","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"doi:10.5281/zenodo.1077186","doi":"https://doi.org/10.5281/zenodo.1077186","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1077186","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"},{"id":"doi:10.5281/zenodo.1077187","doi":"https://doi.org/10.5281/zenodo.1077187","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.1077187","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:zenodo.org:1077187","doi":null,"is_oa":true,"landing_page_url":"https://zenodo.org/record/1077187","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7220763776","https://openalex.org/W2751747106","https://openalex.org/W249552444","https://openalex.org/W7112251185","https://openalex.org/W2264104308","https://openalex.org/W1980836123","https://openalex.org/W6981856506","https://openalex.org/W4416119120","https://openalex.org/W2792478657","https://openalex.org/W7117870822"],"abstract_inverted_index":{"Many":[0],"studies":[1],"have":[2,9],"shown":[3],"that":[4],"Artificial":[5],"Neural":[6],"Networks":[7],"(ANN)":[8],"been":[10],"widely":[11],"used":[12],"for":[13],"forecasting":[14],"financial":[15,20],"markets,":[16],"because":[17],"of":[18,40,53,66,74,81],"many":[19],"and":[21,26],"economic":[22],"variables":[23],"are":[24],"nonlinear,":[25],"an":[27,46,79],"ANN":[28,47],"can":[29],"model":[30,70],"flexible":[31],"linear":[32],"or":[33],"non-linear":[34],"relationship":[35],"among":[36],"variables.":[37],"The":[38],"purpose":[39],"the":[41,51,54,69,72,75],"study":[42],"was":[43],"to":[44,49,78],"employ":[45],"models":[48],"predict":[50],"direction":[52,73],"Istanbul":[55],"Stock":[56],"Exchange":[57],"National":[58],"100":[59],"Indices":[60],"(ISE":[61],"National-100).":[62],"As":[63],"a":[64],"result":[65],"this":[67],"study,":[68],"forecast":[71],"ISE":[76],"National-100":[77],"accuracy":[80],"74,":[82],"51%.":[83]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":33},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2016-06-24T00:00:00"}
