{"id":"https://openalex.org/W2030440911","doi":"https://doi.org/10.1007/s00521-010-0393-5","title":"Exchange rate prediction with non-numerical information","display_name":"Exchange rate prediction with non-numerical information","publication_year":2010,"publication_date":"2010-06-16","ids":{"openalex":"https://openalex.org/W2030440911","doi":"https://doi.org/10.1007/s00521-010-0393-5","mag":"2030440911"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-010-0393-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-010-0393-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","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":null,"display_name":"Zhi-Bin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhi-Bin Wang","raw_affiliation_strings":["Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055393039","display_name":"Hongwei Hao","orcid":"https://orcid.org/0000-0003-2019-516X"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong-Wei Hao","raw_affiliation_strings":["Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074514262","display_name":"Xu-Cheng Yin","orcid":"https://orcid.org/0000-0003-0023-0220"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu-Cheng Yin","raw_affiliation_strings":["Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100318613","display_name":"Qian Liu","orcid":"https://orcid.org/0000-0003-4829-8152"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Liu","raw_affiliation_strings":["Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, School of Information Engineering, University of Science and Technology Beijing, 100083, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"University of Science and Technology Beijing, Department of Computer Science, School of Information Engineering, 100083, Beijing, China#TAB#","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026022035","display_name":"Kaizhu Huang","orcid":"https://orcid.org/0000-0002-3034-9639"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaizhu Huang","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Science, 100190, Beijing, China","Chinese Academy of Science, Institute of Automation, 100190, Beijing, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Science, 100190, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Chinese Academy of Science, Institute of Automation, 100190, Beijing, China#TAB#","institution_ids":["https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.15284099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"20","issue":"7","first_page":"945","last_page":"954"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9990000128746033,"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":0.9990000128746033,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9966999888420105,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.6952394247055054},{"id":"https://openalex.org/keywords/exchange-rate","display_name":"Exchange rate","score":0.6583005785942078},{"id":"https://openalex.org/keywords/numerical-analysis","display_name":"Numerical analysis","score":0.6481497287750244},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5068579316139221},{"id":"https://openalex.org/keywords/computer-simulation","display_name":"Computer simulation","score":0.4869164228439331},{"id":"https://openalex.org/keywords/information-exchange","display_name":"Information exchange","score":0.42043784260749817},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41991692781448364},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.41977572441101074},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4061988890171051},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.37843936681747437},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3663778305053711},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33873069286346436},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.1883334517478943},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18440264463424683},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.10339963436126709},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09945014119148254},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08937788009643555}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6952394247055054},{"id":"https://openalex.org/C2776988154","wikidata":"https://www.wikidata.org/wiki/Q66100","display_name":"Exchange rate","level":2,"score":0.6583005785942078},{"id":"https://openalex.org/C48753275","wikidata":"https://www.wikidata.org/wiki/Q11216","display_name":"Numerical analysis","level":2,"score":0.6481497287750244},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5068579316139221},{"id":"https://openalex.org/C500300565","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Computer simulation","level":2,"score":0.4869164228439331},{"id":"https://openalex.org/C189693848","wikidata":"https://www.wikidata.org/wiki/Q6031064","display_name":"Information exchange","level":2,"score":0.42043784260749817},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41991692781448364},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.41977572441101074},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4061988890171051},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.37843936681747437},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3663778305053711},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33873069286346436},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.1883334517478943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18440264463424683},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.10339963436126709},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09945014119148254},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08937788009643555},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-010-0393-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-010-0393-5","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.4300000071525574,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W176094207","https://openalex.org/W1539818082","https://openalex.org/W1607491694","https://openalex.org/W1965018665","https://openalex.org/W1983636075","https://openalex.org/W1990857997","https://openalex.org/W2009099772","https://openalex.org/W2013212455","https://openalex.org/W2034557676","https://openalex.org/W2040255839","https://openalex.org/W2051551764","https://openalex.org/W2054337296","https://openalex.org/W2056489048","https://openalex.org/W2059167275","https://openalex.org/W2062398653","https://openalex.org/W2073875037","https://openalex.org/W2100128988","https://openalex.org/W2113006343","https://openalex.org/W2115629999","https://openalex.org/W2119320253","https://openalex.org/W2122537498","https://openalex.org/W2129187754","https://openalex.org/W2131750622","https://openalex.org/W2150100034","https://openalex.org/W2150695134","https://openalex.org/W2151613183","https://openalex.org/W2172073485","https://openalex.org/W2368499950","https://openalex.org/W3124166995","https://openalex.org/W3151666377"],"related_works":["https://openalex.org/W2997512100","https://openalex.org/W2331043530","https://openalex.org/W2961085424","https://openalex.org/W2393933887","https://openalex.org/W4306674287","https://openalex.org/W2374725260","https://openalex.org/W1607315280","https://openalex.org/W4386140649","https://openalex.org/W4224009465","https://openalex.org/W2383403914"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}