{"id":"https://openalex.org/W3217384338","doi":"https://doi.org/10.1007/s11042-021-11670-w","title":"Generative adversarial network (GAN) and enhanced root mean square error (ERMSE): deep learning for stock price movement prediction","display_name":"Generative adversarial network (GAN) and enhanced root mean square error (ERMSE): deep learning for stock price movement prediction","publication_year":2021,"publication_date":"2021-11-27","ids":{"openalex":"https://openalex.org/W3217384338","doi":"https://doi.org/10.1007/s11042-021-11670-w","mag":"3217384338"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-021-11670-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-11670-w","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2112.03946","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101676078","display_name":"Ashish Kumar","orcid":"https://orcid.org/0000-0003-2905-3563"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ashish Kumar","raw_affiliation_strings":["School of Computing Mathematics and Engineering, Charles Sturt University (CSU), Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing Mathematics and Engineering, Charles Sturt University (CSU), Sydney, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011606467","display_name":"Abeer Alsadoon","orcid":"https://orcid.org/0000-0002-2309-3540"},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]},{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Abeer Alsadoon","raw_affiliation_strings":["Asia Pacific International College (APIC), Sydney, Australia","Kent Institute Australia, Sydney, Australia","School of Computer Data and Mathematical Sciences, Western Sydney University (WSU), Sydney, Australia","School of Computing Mathematics and Engineering, Charles Sturt University (CSU), Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0002-2309-3540","affiliations":[{"raw_affiliation_string":"Asia Pacific International College (APIC), Sydney, Australia","institution_ids":[]},{"raw_affiliation_string":"Kent Institute Australia, Sydney, Australia","institution_ids":[]},{"raw_affiliation_string":"School of Computer Data and Mathematical Sciences, Western Sydney University (WSU), Sydney, Australia","institution_ids":["https://openalex.org/I63525965"]},{"raw_affiliation_string":"School of Computing Mathematics and Engineering, Charles Sturt University (CSU), Sydney, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113513517","display_name":"P. W. C. Prasad","orcid":null},"institutions":[{"id":"https://openalex.org/I153230381","display_name":"Charles Sturt University","ror":"https://ror.org/00wfvh315","country_code":"AU","type":"education","lineage":["https://openalex.org/I153230381"]},{"id":"https://openalex.org/I63525965","display_name":"Western Sydney University","ror":"https://ror.org/03t52dk35","country_code":"AU","type":"education","lineage":["https://openalex.org/I63525965"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"P. W. C. Prasad","raw_affiliation_strings":["Asia Pacific International College (APIC), Sydney, Australia","School of Computer Data and Mathematical Sciences, Western Sydney University (WSU), Sydney, Australia","School of Computing Mathematics and Engineering, Charles Sturt University (CSU), Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Asia Pacific International College (APIC), Sydney, Australia","institution_ids":[]},{"raw_affiliation_string":"School of Computer Data and Mathematical Sciences, Western Sydney University (WSU), Sydney, Australia","institution_ids":["https://openalex.org/I63525965"]},{"raw_affiliation_string":"School of Computing Mathematics and Engineering, Charles Sturt University (CSU), Sydney, Australia","institution_ids":["https://openalex.org/I153230381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066049852","display_name":"Salma Hameedi Abdullah","orcid":"https://orcid.org/0000-0003-2087-0153"},"institutions":[{"id":"https://openalex.org/I171256487","display_name":"University of Technology - Iraq","ror":"https://ror.org/01w1ehb86","country_code":"IQ","type":"education","lineage":["https://openalex.org/I171256487"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Salma Abdullah","raw_affiliation_strings":["Department of Computer Engineering, University of Technology, Baghdad, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Technology, Baghdad, Iraq","institution_ids":["https://openalex.org/I171256487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065801825","display_name":"Tarik A. Rashid","orcid":"https://orcid.org/0000-0002-8661-258X"},"institutions":[{"id":"https://openalex.org/I3151615967","display_name":"University of Kurdistan Hewler","ror":"https://ror.org/00268wk31","country_code":"IQ","type":"education","lineage":["https://openalex.org/I3151615967"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Tarik A. Rashid","raw_affiliation_strings":["Computer Science and Engineering, University of Kurdistan Hewler, Erbil, KRG, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Engineering, University of Kurdistan Hewler, Erbil, KRG, Iraq","institution_ids":["https://openalex.org/I3151615967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050732745","display_name":"Duong Thu Hang Pham","orcid":"https://orcid.org/0000-0002-0813-827X"},"institutions":[{"id":"https://openalex.org/I3129492623","display_name":"University of Da Nang","ror":"https://ror.org/03ecpp171","country_code":"VN","type":"education","lineage":["https://openalex.org/I3129492623"]},{"id":"https://openalex.org/I3130697706","display_name":"University of Science and Technology - The University of Da Nang","ror":"https://ror.org/001ydh096","country_code":"VN","type":"education","lineage":["https://openalex.org/I3130697706"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duong Thu Hang Pham","raw_affiliation_strings":["The University of Da Nang \u2013 University of Science and Education, Faculty of Information Technology, Da Nang, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Da Nang \u2013 University of Science and Education, Faculty of Information Technology, Da Nang, Vietnam","institution_ids":["https://openalex.org/I3129492623","https://openalex.org/I3130697706"]}]},{"author_position":"last","author":{"id":null,"display_name":"Tran Quoc Vinh Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I3129492623","display_name":"University of Da Nang","ror":"https://ror.org/03ecpp171","country_code":"VN","type":"education","lineage":["https://openalex.org/I3129492623"]},{"id":"https://openalex.org/I3130697706","display_name":"University of Science and Technology - The University of Da Nang","ror":"https://ror.org/001ydh096","country_code":"VN","type":"education","lineage":["https://openalex.org/I3130697706"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tran Quoc Vinh Nguyen","raw_affiliation_strings":["The University of Da Nang \u2013 University of Science and Education, Faculty of Information Technology, Da Nang, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The University of Da Nang \u2013 University of Science and Education, Faculty of Information Technology, Da Nang, Vietnam","institution_ids":["https://openalex.org/I3129492623","https://openalex.org/I3130697706"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5011606467"],"corresponding_institution_ids":["https://openalex.org/I153230381","https://openalex.org/I63525965"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":6.9859,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.9740902,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"81","issue":"3","first_page":"3995","last_page":"4013"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9907000064849854,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6577166318893433},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.6206570863723755},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.5548982620239258},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5412386059761047},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5384523868560791},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.5304108262062073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.494764506816864},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46035903692245483},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.4564324915409088},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4159852862358093},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.38324832916259766},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32997363805770874},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.28887659311294556},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24541530013084412},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18743708729743958},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.13400799036026},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.09854274988174438},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07434806227684021}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6577166318893433},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.6206570863723755},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.5548982620239258},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5412386059761047},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5384523868560791},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.5304108262062073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.494764506816864},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46035903692245483},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.4564324915409088},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4159852862358093},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.38324832916259766},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32997363805770874},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.28887659311294556},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24541530013084412},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18743708729743958},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.13400799036026},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.09854274988174438},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07434806227684021},{"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/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","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":3,"locations":[{"id":"doi:10.1007/s11042-021-11670-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-021-11670-w","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"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":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2112.03946","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.03946","pdf_url":"https://arxiv.org/pdf/2112.03946","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:RePEc:arx:papers:2112.03946","is_oa":false,"landing_page_url":null,"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,"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":"preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2112.03946","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2112.03946","pdf_url":"https://arxiv.org/pdf/2112.03946","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6100000143051147}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1995382443","https://openalex.org/W2587000990","https://openalex.org/W2728943311","https://openalex.org/W2789819137","https://openalex.org/W2790563395","https://openalex.org/W2796929742","https://openalex.org/W2833425706","https://openalex.org/W2890270470","https://openalex.org/W2897733922","https://openalex.org/W2900880305","https://openalex.org/W2914668013","https://openalex.org/W2922995703","https://openalex.org/W2936404407","https://openalex.org/W2937269099","https://openalex.org/W2963808864","https://openalex.org/W2965613425","https://openalex.org/W3217384338"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W3156763702","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2971552217","https://openalex.org/W2845413374","https://openalex.org/W4226298148","https://openalex.org/W3005996785","https://openalex.org/W4297411772"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2021-12-06T00:00:00"}