{"id":"https://openalex.org/W2162532770","doi":"https://doi.org/10.1109/emeit.2011.6023749","title":"An exchange rate forecasting method based on probabilistic neural network","display_name":"An exchange rate forecasting method based on probabilistic neural network","publication_year":2011,"publication_date":"2011-08-01","ids":{"openalex":"https://openalex.org/W2162532770","doi":"https://doi.org/10.1109/emeit.2011.6023749","mag":"2162532770"},"language":"en","primary_location":{"id":"doi:10.1109/emeit.2011.6023749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/emeit.2011.6023749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2011 International Conference on Electronic & Mechanical Engineering and Information Technology","raw_type":"proceedings-article"},"type":"conference-paper","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":"Wang Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wang Hua","raw_affiliation_strings":["School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Liu Bing-xiang","orcid":null},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liu Bing-xiang","raw_affiliation_strings":["School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102776183","display_name":"Xiang Cheng","orcid":"https://orcid.org/0000-0003-4046-5366"},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Xiang","raw_affiliation_strings":["School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China","institution_ids":["https://openalex.org/I105991555"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033602780","display_name":"Xuan Xiao","orcid":"https://orcid.org/0000-0003-1016-7544"},"institutions":[{"id":"https://openalex.org/I105991555","display_name":"Jingdezhen Ceramic Institute","ror":"https://ror.org/01d0jcz74","country_code":"CN","type":"education","lineage":["https://openalex.org/I105991555"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiao Xuan","raw_affiliation_strings":["School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, JDZ Ceramic Institute, Jingdezhen, Jiangxi, China","institution_ids":["https://openalex.org/I105991555"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I105991555"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"3124","last_page":"3126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.996399998664856,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.996399998664856,"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"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9779999852180481,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.7846968173980713},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7436542510986328},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.7230954170227051},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.6249743700027466},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6131874322891235},{"id":"https://openalex.org/keywords/foreign-exchange-market","display_name":"Foreign exchange market","score":0.5620389580726624},{"id":"https://openalex.org/keywords/exchange-rate","display_name":"Exchange rate","score":0.5169036388397217},{"id":"https://openalex.org/keywords/probabilistic-neural-network","display_name":"Probabilistic neural network","score":0.47828373312950134},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.4567280411720276},{"id":"https://openalex.org/keywords/foreign-exchange","display_name":"Foreign exchange","score":0.44396671652793884},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43363314867019653},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.40381181240081787},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3857300281524658},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32724490761756897},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13983994722366333},{"id":"https://openalex.org/keywords/time-delay-neural-network","display_name":"Time delay neural network","score":0.07386934757232666},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.06656530499458313}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7846968173980713},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7436542510986328},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.7230954170227051},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.6249743700027466},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6131874322891235},{"id":"https://openalex.org/C536366893","wikidata":"https://www.wikidata.org/wiki/Q66076","display_name":"Foreign exchange market","level":3,"score":0.5620389580726624},{"id":"https://openalex.org/C2776988154","wikidata":"https://www.wikidata.org/wiki/Q66100","display_name":"Exchange rate","level":2,"score":0.5169036388397217},{"id":"https://openalex.org/C134342201","wikidata":"https://www.wikidata.org/wiki/Q7246859","display_name":"Probabilistic neural network","level":4,"score":0.47828373312950134},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.4567280411720276},{"id":"https://openalex.org/C2983132609","wikidata":"https://www.wikidata.org/wiki/Q66076","display_name":"Foreign exchange","level":2,"score":0.44396671652793884},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43363314867019653},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.40381181240081787},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3857300281524658},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32724490761756897},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13983994722366333},{"id":"https://openalex.org/C175202392","wikidata":"https://www.wikidata.org/wiki/Q2434543","display_name":"Time delay neural network","level":3,"score":0.07386934757232666},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.06656530499458313},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/emeit.2011.6023749","is_oa":false,"landing_page_url":"https://doi.org/10.1109/emeit.2011.6023749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of 2011 International Conference on Electronic & Mechanical Engineering and Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1182544143","https://openalex.org/W1844650953","https://openalex.org/W1964168965","https://openalex.org/W2367494692","https://openalex.org/W6638876975"],"related_works":["https://openalex.org/W1571781785","https://openalex.org/W1502838439","https://openalex.org/W404327971","https://openalex.org/W4318433428","https://openalex.org/W2562141402","https://openalex.org/W2916737790","https://openalex.org/W4320902972","https://openalex.org/W4380144940","https://openalex.org/W393398260","https://openalex.org/W2389270825"],"abstract_inverted_index":{"Foreign":[0],"exchange":[1,22,61],"market":[2],"is":[3,25,29,34,42],"a":[4,8,30],"complex":[5],"market,":[6],"with":[7],"high":[9],"degree":[10],"of":[11,47,54,62],"volatility":[12,24],"characteristics.":[13],"Exchange":[14],"rate":[15,23],"formation":[16],"mechanism":[17],"and":[18,49,64,83,88],"the":[19,45,52,60,66,71,76,85],"factors":[20],"affecting":[21],"also":[26],"very":[27],"complex,":[28],"nonlinear":[31],"system,":[32],"it":[33],"difficult":[35],"to":[36,44,58,79],"accurately":[37],"forecast,":[38,48],"probabilistic":[39,55],"neural":[40,56],"network":[41,57],"applied":[43],"frontiers":[46],"aimed":[50],"at":[51],"characteristics":[53],"pretreatment":[59],"data":[63],"forecast":[65],"tendency.":[67],"And":[68],"by":[69],"changing":[70],"vector":[72],"dimensionality":[73],"experiment":[74],"obtain":[75],"best":[77],"entry":[78],"embed":[80],"dimensionality,":[81],"tested":[82],"improved":[84],"precise":[86],"prediction":[87],"valuable.":[89]},"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}