{"id":"https://openalex.org/W4402526749","doi":"https://doi.org/10.1007/s10489-024-05838-8","title":"HDML: hybrid data-driven multi-task learning for China\u2019s stock price forecast","display_name":"HDML: hybrid data-driven multi-task learning for China\u2019s stock price forecast","publication_year":2024,"publication_date":"2024-09-13","ids":{"openalex":"https://openalex.org/W4402526749","doi":"https://doi.org/10.1007/s10489-024-05838-8"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-024-05838-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05838-8","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"},"type":"article","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/A5040432443","display_name":"Weiqiang Xu","orcid":"https://orcid.org/0000-0002-4206-7022"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiqiang Xu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000098091","display_name":"Yang Liu","orcid":"https://orcid.org/0000-0002-7720-2204"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Liu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100428683","display_name":"Wenjie Liu","orcid":"https://orcid.org/0000-0002-9317-2869"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjie Liu","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101859990","display_name":"Huakang Li","orcid":"https://orcid.org/0000-0003-1284-1993"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huakang Li","raw_affiliation_strings":["School of Artificial Intelligence and Advanced Computing, Xi\u2019an Jiaotong-Liverpool University, No. 111, Ren\u2019ai Road, Suzhou, 215123, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Advanced Computing, Xi\u2019an Jiaotong-Liverpool University, No. 111, Ren\u2019ai Road, Suzhou, 215123, Jiangsu, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021136987","display_name":"Guozi Sun","orcid":"https://orcid.org/0000-0003-1888-7001"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guozi Sun","raw_affiliation_strings":["School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Nanjing University of Posts and Telecommunications, No. 9 Wenyuan Road, Nanjing, 210023, Jiangsu, China","institution_ids":["https://openalex.org/I41198531"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021136987"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.1926,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80927745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"54","issue":"23","first_page":"12420","last_page":"12438"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9993000030517578,"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":0.9993000030517578,"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":0.9890999794006348,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9761999845504761,"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/computer-science","display_name":"Computer science","score":0.8680339455604553},{"id":"https://openalex.org/keywords/stock","display_name":"Stock (firearms)","score":0.5502826571464539},{"id":"https://openalex.org/keywords/china","display_name":"China","score":0.5500773191452026},{"id":"https://openalex.org/keywords/stock-price","display_name":"Stock price","score":0.5445244312286377},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4798857271671295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3374090790748596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8680339455604553},{"id":"https://openalex.org/C204036174","wikidata":"https://www.wikidata.org/wiki/Q909380","display_name":"Stock (firearms)","level":2,"score":0.5502826571464539},{"id":"https://openalex.org/C191935318","wikidata":"https://www.wikidata.org/wiki/Q148","display_name":"China","level":2,"score":0.5500773191452026},{"id":"https://openalex.org/C2988984586","wikidata":"https://www.wikidata.org/wiki/Q1020013","display_name":"Stock price","level":3,"score":0.5445244312286377},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4798857271671295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3374090790748596},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-024-05838-8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-024-05838-8","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1969852690","https://openalex.org/W1981276685","https://openalex.org/W2024226278","https://openalex.org/W2135591260","https://openalex.org/W2169533279","https://openalex.org/W2209610041","https://openalex.org/W2295598076","https://openalex.org/W2914316438","https://openalex.org/W2945020349","https://openalex.org/W2952613166","https://openalex.org/W3009650506","https://openalex.org/W3011249019","https://openalex.org/W3017193407","https://openalex.org/W3017229010","https://openalex.org/W3110378470","https://openalex.org/W3130456109","https://openalex.org/W3155398915","https://openalex.org/W3159413146","https://openalex.org/W3182706339","https://openalex.org/W3186962463","https://openalex.org/W3190587204","https://openalex.org/W3193962426","https://openalex.org/W3204266507","https://openalex.org/W3214840804","https://openalex.org/W3217384338","https://openalex.org/W3217626109","https://openalex.org/W4212791338","https://openalex.org/W4220889560","https://openalex.org/W4220945596","https://openalex.org/W4223571007","https://openalex.org/W4224220755","https://openalex.org/W4225138819","https://openalex.org/W4283521849","https://openalex.org/W4285402398","https://openalex.org/W4285606719","https://openalex.org/W4285820360","https://openalex.org/W4291312948","https://openalex.org/W4306317752","https://openalex.org/W4307404252","https://openalex.org/W4313831028","https://openalex.org/W4318047387","https://openalex.org/W4322755849","https://openalex.org/W4377832161","https://openalex.org/W4388028818","https://openalex.org/W6702248584"],"related_works":["https://openalex.org/W247222457","https://openalex.org/W1488120909","https://openalex.org/W3124131549","https://openalex.org/W3008476150","https://openalex.org/W2152348935","https://openalex.org/W2887069341","https://openalex.org/W2554106722","https://openalex.org/W1797892342","https://openalex.org/W4240248738","https://openalex.org/W2093710055"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
