{"id":"https://openalex.org/W4404149230","doi":"https://doi.org/10.32604/cmc.2024.056651","title":"Research on Stock Price Prediction Method Based on the GAN-LSTM-Attention Model","display_name":"Research on Stock Price Prediction Method Based on the GAN-LSTM-Attention Model","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4404149230","doi":"https://doi.org/10.32604/cmc.2024.056651"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2024.056651","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.056651","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-1/TSP_CMC_56651/TSP_CMC_56651.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-1/TSP_CMC_56651/TSP_CMC_56651.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100432679","display_name":"Peng Li","orcid":"https://orcid.org/0000-0002-2337-8570"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Li","raw_affiliation_strings":["College of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanrui Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanrui Wei","raw_affiliation_strings":["College of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075296583","display_name":"Lili Yin","orcid":null},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lili Yin","raw_affiliation_strings":["College of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Harbin University of Science and Technology, Harbin, 150080, China","institution_ids":["https://openalex.org/I100188998"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I100188998"],"apc_list":null,"apc_paid":null,"fwci":4.7706,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.95258804,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"82","issue":"1","first_page":"609","last_page":"625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.4381999969482422,"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/T12368","display_name":"Grey System Theory Applications","score":0.4381999969482422,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.388700008392334,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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-price","display_name":"Stock price","score":0.6307104825973511},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5693076848983765},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.4703994691371918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46594274044036865},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3356655240058899},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2015778124332428},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11091485619544983},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09350159764289856},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.0867801308631897},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.048813432455062866}],"concepts":[{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.6307104825973511},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5693076848983765},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.4703994691371918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46594274044036865},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3356655240058899},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2015778124332428},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11091485619544983},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09350159764289856},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.0867801308631897},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.048813432455062866},{"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:10.32604/cmc.2024.056651","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.056651","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-1/TSP_CMC_56651/TSP_CMC_56651.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2024.056651","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2024.056651","pdf_url":"https://cdn.techscience.press/files/cmc/2025/TSP_CMC-82-1/TSP_CMC_56651/TSP_CMC_56651.pdf","source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.5,"id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404149230.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1753248986","https://openalex.org/W1966676388","https://openalex.org/W2342352817","https://openalex.org/W2606878197","https://openalex.org/W2993958139","https://openalex.org/W3025573255","https://openalex.org/W3036722537","https://openalex.org/W3080733778","https://openalex.org/W3171397019","https://openalex.org/W4200065055","https://openalex.org/W4220983667","https://openalex.org/W4289656276","https://openalex.org/W4310191894","https://openalex.org/W4311426571","https://openalex.org/W4311953761","https://openalex.org/W4323348649","https://openalex.org/W4399268403","https://openalex.org/W6740729322","https://openalex.org/W6786469845","https://openalex.org/W6794879919","https://openalex.org/W6798625316","https://openalex.org/W6800200033","https://openalex.org/W6800869625","https://openalex.org/W6808762280"],"related_works":["https://openalex.org/W247222457","https://openalex.org/W1488120909","https://openalex.org/W3124131549","https://openalex.org/W2152348935","https://openalex.org/W2887069341","https://openalex.org/W2554106722","https://openalex.org/W1797892342","https://openalex.org/W4240248738","https://openalex.org/W3008476150","https://openalex.org/W2093710055"],"abstract_inverted_index":{"Stock":[0],"price":[1],"prediction":[2,9],"is":[3],"a":[4,20],"typical":[5],"complex":[6],"time":[7],"series":[8],"problem":[10],"characterized":[11],"by":[12],"dynamics,":[13],"nonlinearity,":[14],"and":[15,33],"complexity.":[16],"This":[17],"paper":[18],"introduces":[19],"generative":[21],"adversarial":[22],"network":[23],"model":[24],"that":[25],"incorporates":[26],"an":[27],"attention":[28],"m...":[29],"|":[30],"Find,":[31],"read":[32],"cite":[34],"all":[35],"the":[36],"research":[37],"you":[38],"need":[39],"on":[40],"Tech":[41],"Science":[42],"Press":[43]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":8}],"updated_date":"2026-06-24T06:17:17.354583","created_date":"2025-10-10T00:00:00"}
