{"id":"https://openalex.org/W3118897927","doi":"https://doi.org/10.1007/978-3-030-67101-3_16","title":"Taiwanese Stock Market Forecasting with a Shallow Long Short-Term Memory Architecture","display_name":"Taiwanese Stock Market Forecasting with a Shallow Long Short-Term Memory Architecture","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3118897927","doi":"https://doi.org/10.1007/978-3-030-67101-3_16","mag":"3118897927"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-67101-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67101-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"},"type":"book-chapter","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/A5060641104","display_name":"Phuong Ha Dang Bui","orcid":"https://orcid.org/0000-0002-6179-3513"},"institutions":[{"id":"https://openalex.org/I177733328","display_name":"Can Tho University","ror":"https://ror.org/0071qz696","country_code":"VN","type":"education","lineage":["https://openalex.org/I177733328"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Phuong Ha Dang Bui","raw_affiliation_strings":["College of Information and Communication Technology, Can Tho University, Can Tho, 900100, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Technology, Can Tho University, Can Tho, 900100, Vietnam","institution_ids":["https://openalex.org/I177733328"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089455906","display_name":"Toan Tran","orcid":"https://orcid.org/0000-0002-0575-9783"},"institutions":[{"id":"https://openalex.org/I170238339","display_name":"Duy Tan University","ror":"https://ror.org/05ezss144","country_code":"VN","type":"education","lineage":["https://openalex.org/I170238339"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Toan Bao Tran","raw_affiliation_strings":["Center of Software Engineering, Duy Tan University, Da Nang, 550000, Vietnam","Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center of Software Engineering, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]},{"raw_affiliation_string":"Institute of Research and Development, Duy Tan University, Da Nang, 550000, Vietnam","institution_ids":["https://openalex.org/I170238339"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101729014","display_name":"H\u1ea3i Thanh Nguy\u1ec5n","orcid":"https://orcid.org/0000-0002-1386-1390"},"institutions":[{"id":"https://openalex.org/I177733328","display_name":"Can Tho University","ror":"https://ror.org/0071qz696","country_code":"VN","type":"education","lineage":["https://openalex.org/I177733328"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hai Thanh Nguyen","raw_affiliation_strings":["College of Information and Communication Technology, Can Tho University, Can Tho, 900100, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Technology, Can Tho University, Can Tho, 900100, Vietnam","institution_ids":["https://openalex.org/I177733328"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8083,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.67646576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"192","last_page":"202"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9957000017166138,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/stock-market","display_name":"Stock market","score":0.610090970993042},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.5791856646537781},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5757601261138916},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5604993104934692},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5233955979347229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5079749226570129},{"id":"https://openalex.org/keywords/trading-strategy","display_name":"Trading strategy","score":0.46347886323928833},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45878368616104126},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4203084111213684},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4192157983779907},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.4166313707828522},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.3714779019355774},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.34471505880355835},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.34249937534332275},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.3326370120048523},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.32497745752334595},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.25009918212890625},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15951701998710632},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10708031058311462}],"concepts":[{"id":"https://openalex.org/C2780299701","wikidata":"https://www.wikidata.org/wiki/Q475000","display_name":"Stock market","level":3,"score":0.610090970993042},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5791856646537781},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5757601261138916},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5604993104934692},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5233955979347229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5079749226570129},{"id":"https://openalex.org/C131562839","wikidata":"https://www.wikidata.org/wiki/Q1574928","display_name":"Trading strategy","level":2,"score":0.46347886323928833},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45878368616104126},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4203084111213684},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4192157983779907},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.4166313707828522},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.3714779019355774},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.34471505880355835},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.34249937534332275},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3326370120048523},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.32497745752334595},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.25009918212890625},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15951701998710632},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10708031058311462},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-67101-3_16","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-67101-3_16","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1998382295","https://openalex.org/W2024850745","https://openalex.org/W2025426031","https://openalex.org/W2049995592","https://openalex.org/W2064675550","https://openalex.org/W2069454342","https://openalex.org/W2085752583","https://openalex.org/W2105113966","https://openalex.org/W2127817155","https://openalex.org/W2136103712","https://openalex.org/W2137226992","https://openalex.org/W2354015136","https://openalex.org/W2557959610","https://openalex.org/W2911964244","https://openalex.org/W4212774754"],"related_works":["https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W3193043704","https://openalex.org/W3171520305","https://openalex.org/W1924178503","https://openalex.org/W4200112873","https://openalex.org/W2955796858","https://openalex.org/W4224941037","https://openalex.org/W2004826645","https://openalex.org/W3135818052"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}