{"id":"https://openalex.org/W2897117808","doi":"https://doi.org/10.3390/su10103702","title":"A Robust Regression-Based Stock Exchange Forecasting and Determination of Correlation between Stock Markets","display_name":"A Robust Regression-Based Stock Exchange Forecasting and Determination of Correlation between Stock Markets","publication_year":2018,"publication_date":"2018-10-15","ids":{"openalex":"https://openalex.org/W2897117808","doi":"https://doi.org/10.3390/su10103702","mag":"2897117808"},"language":"en","primary_location":{"id":"doi:10.3390/su10103702","doi":"https://doi.org/10.3390/su10103702","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/su10103702","pdf_url":"https://www.mdpi.com/2071-1050/10/10/3702/pdf?version=1539763344","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2071-1050/10/10/3702/pdf?version=1539763344","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038722945","display_name":"Umair Mateen Khan","orcid":"https://orcid.org/0000-0002-1950-8002","observed_orcids":["https://orcid.org/0000-0002-1950-8002"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Umair Khan","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Punjab 43600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Punjab 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058076434","display_name":"Farhan Aadil","orcid":"https://orcid.org/0000-0001-8737-2154","observed_orcids":["https://orcid.org/0000-0001-8737-2154"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farhan Aadil","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Punjab 43600, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-8737-2154","affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Punjab 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103940041","display_name":"Mustansar Ali Ghazanfar","orcid":"https://orcid.org/0000-0003-1967-6273","observed_orcids":["https://orcid.org/0000-0003-1967-6273"]},"institutions":[{"id":"https://openalex.org/I173207729","display_name":"University of Engineering and Technology Taxila","ror":"https://ror.org/03v00ka07","country_code":"PK","type":"education","lineage":["https://openalex.org/I173207729"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mustansar Ali Ghazanfar","raw_affiliation_strings":["Department of Software Engineering, U.E.T Taxila, Punjab 47080, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Software Engineering, U.E.T Taxila, Punjab 47080, Pakistan","institution_ids":["https://openalex.org/I173207729"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005717448","display_name":"Salabat Khan","orcid":"https://orcid.org/0000-0003-3737-9037","observed_orcids":["https://orcid.org/0000-0003-3737-9037","https://orcid.org/0000-0002-3623-498X"]},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Salabat Khan","raw_affiliation_strings":["Department of Computer Science, COMSATS University Islamabad, Attock Campus, Punjab 43600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, COMSATS University Islamabad, Attock Campus, Punjab 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038681599","display_name":"Noura Metawa","orcid":"https://orcid.org/0000-0002-2328-0813","observed_orcids":["https://orcid.org/0000-0002-2328-0813"]},"institutions":[{"id":"https://openalex.org/I128365640","display_name":"Regis University","ror":"https://ror.org/043ae9h44","country_code":"US","type":"education","lineage":["https://openalex.org/I128365640"]},{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG","US"],"is_corresponding":false,"raw_author_name":"Noura Metawa","raw_affiliation_strings":["Anderson College of Business, Regis University, Denver, CO 80221-1099, USA","Faculty of Commerce, Mansoura University, Mansoura 1101, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Anderson College of Business, Regis University, Denver, CO 80221-1099, USA","institution_ids":["https://openalex.org/I128365640"]},{"raw_affiliation_string":"Faculty of Commerce, Mansoura University, Mansoura 1101, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101632716","display_name":"Khan Muhammad","orcid":"https://orcid.org/0000-0003-4055-7412","observed_orcids":["https://orcid.org/0000-0003-4055-7412","https://orcid.org/0000-0002-5302-1150"]},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Khan Muhammad","raw_affiliation_strings":["Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul 143-747, Korea"],"raw_orcid":"https://orcid.org/0000-0003-4055-7412","affiliations":[{"raw_affiliation_string":"Intelligent Media Laboratory, Digital Contents Research Institute, Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039355175","display_name":"Irfan Mehmood","orcid":"https://orcid.org/0000-0001-7864-957X","observed_orcids":["https://orcid.org/0000-0001-7864-957X"]},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Irfan Mehmood","raw_affiliation_strings":["Department of Software, Sejong University, Seoul 143-747, Korea"],"raw_orcid":"https://orcid.org/0000-0001-7864-957X","affiliations":[{"raw_affiliation_string":"Department of Software, Sejong University, Seoul 143-747, Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056024500","display_name":"Yunyoung Nam","orcid":"https://orcid.org/0000-0002-3318-9394","observed_orcids":["https://orcid.org/0000-0002-3318-9394"]},"institutions":[{"id":"https://openalex.org/I24541011","display_name":"Soonchunhyang University","ror":"https://ror.org/03qjsrb10","country_code":"KR","type":"education","lineage":["https://openalex.org/I24541011"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Yunyoung Nam","raw_affiliation_strings":["Department of Computer Science and Engineering, Soonchunhyang University, Asan 31538, Korea"],"raw_orcid":"https://orcid.org/0000-0002-3318-9394","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Soonchunhyang University, Asan 31538, Korea","institution_ids":["https://openalex.org/I24541011"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039355175","https://openalex.org/A5056024500"],"corresponding_institution_ids":["https://openalex.org/I24541011","https://openalex.org/I28777354"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2896},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2896},"fwci":2.944,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.91207947,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"10","issue":"10","first_page":"3702","last_page":"3702"},"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/T10047","display_name":"Financial Markets and Investment Strategies","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robust-regression","display_name":"robust regression","score":0.875},{"id":"https://openalex.org/keywords/stock-market-correlation","display_name":"stock market correlation","score":0.9359999895095825},{"id":"https://openalex.org/keywords/financial-decision-support-systems","display_name":"financial decision support systems","score":0.7319999933242798},{"id":"https://openalex.org/keywords/big-data","display_name":"big data","score":0.5370000004768372},{"id":"https://openalex.org/keywords/historical-stock-data","display_name":"historical stock data","score":0.6079999804496765},{"id":"https://openalex.org/keywords/new-york-stock-exchange","display_name":"New York Stock Exchange","score":0.6480000019073486},{"id":"https://openalex.org/keywords/london-stock-exchange","display_name":"London Stock Exchange","score":0.925000011920929},{"id":"https://openalex.org/keywords/nasdaq","display_name":"NASDAQ","score":0.9959999918937683},{"id":"https://openalex.org/keywords/karachi-stock-exchange","display_name":"Karachi Stock Exchange","score":0.9950000047683716},{"id":"https://openalex.org/keywords/apple-inc","display_name":"Apple Inc.","score":0.8220000267028809},{"id":"https://openalex.org/keywords/microsoft","display_name":"Microsoft","score":1.0},{"id":"https://openalex.org/keywords/google","display_name":"Google","score":0.9020000100135803},{"id":"https://openalex.org/keywords/multi-step-forecasting","display_name":"multi-step forecasting","score":0.6179999709129333}],"concepts":[{"id":"https://openalex.org/C200870193","wikidata":"https://www.wikidata.org/wiki/Q11691","display_name":"Stock exchange","level":2,"score":0.7337457537651062},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5885654091835022},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5652844309806824},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5530036687850952},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.49886536598205566},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.4357207417488098},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.43014946579933167},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.42479971051216125},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.41450372338294983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41153067350387573},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.37722674012184143},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.34943169355392456},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2241380512714386},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17659449577331543},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1180020272731781},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08926770091056824},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/su10103702","doi":"https://doi.org/10.3390/su10103702","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/su10103702","pdf_url":"https://www.mdpi.com/2071-1050/10/10/3702/pdf?version=1539763344","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},{"id":"pmh:oai:epublications.regis.edu:facultypubs-1300","doi":null,"is_oa":false,"landing_page_url":"https://epublications.regis.edu/facultypubs/299","pdf_url":null,"source":{"id":"https://openalex.org/S4377196795","display_name":"ePublications at Regis University (Regis University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I128365640","host_organization_name":"Regis University","host_organization_lineage":["https://openalex.org/I128365640"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Regis University Faculty Publications (comprehensive list)","raw_type":"text"},{"id":"pmh:oai:RePEc:gam:jsusta:v:10:y:2018:i:10:p:3702-:d:175840","doi":null,"is_oa":false,"landing_page_url":"https://www.mdpi.com/2071-1050/10/10/3702/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:78c05d131fbd473ca52895146c3d5c02","doi":null,"is_oa":true,"landing_page_url":"https://doaj.org/article/78c05d131fbd473ca52895146c3d5c02","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sustainability, Vol 10, Iss 10, p 3702 (2018)","raw_type":"article"},{"id":"pmh:oai:repository.uel.ac.uk:87q4z","doi":null,"is_oa":true,"landing_page_url":"https://doi.org/10.3390/su10103702","pdf_url":null,"source":{"id":"https://openalex.org/S4306401301","display_name":"UEL Research Repository (University of East London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I157227730","host_organization_name":"University of East London","host_organization_lineage":["https://openalex.org/I157227730"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/su10103702","doi":"https://doi.org/10.3390/su10103702","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/su10103702","pdf_url":"https://www.mdpi.com/2071-1050/10/10/3702/pdf?version=1539763344","source":{"id":"https://openalex.org/S10134376","display_name":"Sustainability","issn_l":"2071-1050","issn":["2071-1050"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sustainability","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4288817180","display_name":null,"funder_award_id":"IITP-2018-2014-1-00720","funder_id":"https://openalex.org/F4320322030","funder_display_name":"Ministry of Science, ICT and Future Planning"},{"id":"https://openalex.org/G7198075268","display_name":null,"funder_award_id":"IITP-2018-2014-1-00720","funder_id":"https://openalex.org/F4320335489","funder_display_name":"Institute for Information and Communications Technology Promotion"}],"funders":[{"id":"https://openalex.org/F4320321301","display_name":"Soonchunhyang University","ror":"https://ror.org/03qjsrb10"},{"id":"https://openalex.org/F4320322030","display_name":"Ministry of Science, ICT and Future Planning","ror":"https://ror.org/032e49973"},{"id":"https://openalex.org/F4320324891","display_name":"Iran Telecommunication Research Center","ror":"https://ror.org/01a3g2z22"},{"id":"https://openalex.org/F4320335489","display_name":"Institute for Information and Communications Technology Promotion","ror":"https://ror.org/01g0hqq23"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2897117808.pdf","grobid_xml":"https://content.openalex.org/works/W2897117808.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W746481651","https://openalex.org/W830727740","https://openalex.org/W1227774157","https://openalex.org/W1815264562","https://openalex.org/W1970092360","https://openalex.org/W1970095881","https://openalex.org/W1970872742","https://openalex.org/W1973043741","https://openalex.org/W1976203183","https://openalex.org/W1978520392","https://openalex.org/W1980260088","https://openalex.org/W1980831577","https://openalex.org/W1999233885","https://openalex.org/W2000920768","https://openalex.org/W2006354011","https://openalex.org/W2010681209","https://openalex.org/W2015137306","https://openalex.org/W2021664313","https://openalex.org/W2029921820","https://openalex.org/W2039240409","https://openalex.org/W2053615983","https://openalex.org/W2057882659","https://openalex.org/W2065071658","https://openalex.org/W2066505698","https://openalex.org/W2074250525","https://openalex.org/W2080614264","https://openalex.org/W2090846039","https://openalex.org/W2137359593","https://openalex.org/W2147054261","https://openalex.org/W2152700492","https://openalex.org/W2153303474","https://openalex.org/W2156706050","https://openalex.org/W2208448102","https://openalex.org/W2282741897","https://openalex.org/W2296583276","https://openalex.org/W2345563409","https://openalex.org/W2345835628","https://openalex.org/W2515077010","https://openalex.org/W2523498403","https://openalex.org/W2735721638","https://openalex.org/W2789534245","https://openalex.org/W2791286326","https://openalex.org/W2793947836","https://openalex.org/W2801955092","https://openalex.org/W2808386905","https://openalex.org/W2886464381","https://openalex.org/W2886810500"],"related_works":["https://openalex.org/W3202962394","https://openalex.org/W4250657183","https://openalex.org/W3194318452","https://openalex.org/W4200164897","https://openalex.org/W2966861509","https://openalex.org/W2942977997","https://openalex.org/W4415623723","https://openalex.org/W4288754693","https://openalex.org/W2912234954","https://openalex.org/W2943474871"],"abstract_inverted_index":{"Knowledge-based":[0],"decision":[1],"support":[2],"systems":[3],"for":[4,40],"financial":[5],"management":[6],"are":[7,15,175],"an":[8,59],"important":[9,60],"part":[10],"of":[11,36,65,71,87,138,151,179],"investment":[12,20,41],"plans.":[13],"Investors":[14],"avoiding":[16],"investing":[17],"in":[18,177],"traditional":[19],"areas":[21,39],"such":[22],"as":[23],"banks":[24],"due":[25],"to":[26,75],"low":[27],"return":[28],"on":[29,92,100,118,156],"investment.":[30],"The":[31,149,163,173],"stock":[32,50,54,89,104,111],"exchange":[33,55,90],"is":[34,132,154],"one":[35],"the":[37,49,69,77,85,101,119,167],"major":[38],"presently.":[42],"Various":[43],"non-linear":[44],"and":[45,109,124,160,184],"complex":[46],"factors":[47],"affect":[48],"exchange.":[51,112],"A":[52,126],"robust":[53],"forecasting":[56],"system":[57,153,169],"remains":[58],"need.":[61],"From":[62],"this":[63],"line":[64],"research,":[66],"we":[67],"evaluate":[68,84,96,115],"performance":[70,150],"a":[72,145,157],"regression-based":[73],"model":[74,99,117],"check":[76],"robustness":[78],"over":[79],"large":[80],"datasets.":[81],"We":[82,95,113],"also":[83,114],"effect":[86],"top":[88,102,120],"markets":[91],"each":[93],"other.":[94],"our":[97,116,152],"proposed":[98,168],"4":[103],"exchanges\u2014New":[105],"York,":[106],"London,":[107],"NASDAQ":[108],"Karachi":[110],"3":[121],"companies\u2014Apple,":[122],"Microsoft,":[123],"Google.":[125],"huge":[127,142],"(Big":[128],"Data)":[129],"historical":[130],"data":[131,143],"gathered":[133],"from":[134],"Yahoo":[135],"finance":[136],"consisting":[137],"20":[139],"years.":[140],"Such":[141],"creates":[144],"Big":[146],"Data":[147],"problem.":[148],"evaluated":[155],"1-step,":[158],"6-step,":[159],"12-step":[161],"forecast.":[162],"experiments":[164],"show":[165],"that":[166],"produces":[170],"excellent":[171],"results.":[172],"results":[174],"presented":[176],"terms":[178],"Mean":[180,186],"Absolute":[181],"Error":[182,188],"(MAE)":[183],"Root":[185],"Square":[187],"(RMSE).":[189]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":2}],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2018-10-26T00:00:00"}
