{"id":"https://openalex.org/W2009585431","doi":"https://doi.org/10.5220/0005130702440249","title":"Combining Empirical Mode Decomposition with Neural Networks for the Prediction of Exchange Rates","display_name":"Combining Empirical Mode Decomposition with Neural Networks for the Prediction of Exchange Rates","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2009585431","doi":"https://doi.org/10.5220/0005130702440249","mag":"2009585431"},"language":"en","primary_location":{"id":"doi:10.5220/0005130702440249","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005130702440249","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005130702440249","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042873266","display_name":"Jacques P. Mouton","orcid":"https://orcid.org/0000-0002-0148-3927"},"institutions":[{"id":"https://openalex.org/I27765905","display_name":"North-West University","ror":"https://ror.org/010f1sq29","country_code":"ZA","type":"education","lineage":["https://openalex.org/I27765905"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"J. Mouton","raw_affiliation_strings":["North-West University, South Africa"],"affiliations":[{"raw_affiliation_string":"North-West University, South Africa","institution_ids":["https://openalex.org/I27765905"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053757392","display_name":"A.J. Hoffman","orcid":"https://orcid.org/0000-0003-4909-1073"},"institutions":[{"id":"https://openalex.org/I37802460","display_name":"Northwest University","ror":"https://ror.org/00z3td547","country_code":"CN","type":"education","lineage":["https://openalex.org/I37802460"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"A. J. Hoffman","raw_affiliation_strings":["Northwest University, South Africa","Northwest University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwest University, South Africa","institution_ids":[]},{"raw_affiliation_string":"Northwest University, Xi'an, China","institution_ids":["https://openalex.org/I37802460"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5042873266"],"corresponding_institution_ids":["https://openalex.org/I27765905"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09783095,"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":"244","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9901000261306763,"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"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9901000261306763,"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":0.9900000095367432,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9851999878883362,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6712942123413086},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.644126296043396},{"id":"https://openalex.org/keywords/hilbert\u2013huang-transform","display_name":"Hilbert\u2013Huang transform","score":0.5667101740837097},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5600804090499878},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5207974314689636},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4201987385749817},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3758259415626526},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2354627549648285},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20473137497901917},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15947851538658142},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.08197802305221558},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0807177722454071}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6712942123413086},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.644126296043396},{"id":"https://openalex.org/C25570617","wikidata":"https://www.wikidata.org/wiki/Q1006462","display_name":"Hilbert\u2013Huang transform","level":3,"score":0.5667101740837097},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5600804090499878},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5207974314689636},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4201987385749817},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3758259415626526},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2354627549648285},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20473137497901917},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15947851538658142},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.08197802305221558},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0807177722454071},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C112633086","wikidata":"https://www.wikidata.org/wiki/Q381287","display_name":"White noise","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0005130702440249","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005130702440249","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:dspace.nwu.ac.za:10394/15448","is_oa":false,"landing_page_url":"http://hdl.handle.net/10394/15448","pdf_url":null,"source":{"id":"https://openalex.org/S4306402268","display_name":"Boloka Institutional Repository (North-west University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114027177","host_organization_name":"University of North Carolina at Chapel Hill","host_organization_lineage":["https://openalex.org/I114027177"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Thesis"}],"best_oa_location":{"id":"doi:10.5220/0005130702440249","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005130702440249","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the International Conference on Neural Computation Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W150571132","https://openalex.org/W1493775511","https://openalex.org/W1495042368","https://openalex.org/W1510048707","https://openalex.org/W1514554607","https://openalex.org/W1528140509","https://openalex.org/W1532181071","https://openalex.org/W1539818082","https://openalex.org/W1554663460","https://openalex.org/W1572930125","https://openalex.org/W1583475337","https://openalex.org/W1963718736","https://openalex.org/W1964960433","https://openalex.org/W1968359385","https://openalex.org/W1970140636","https://openalex.org/W1976581494","https://openalex.org/W1979785319","https://openalex.org/W1984605444","https://openalex.org/W1986478348","https://openalex.org/W1988845048","https://openalex.org/W1992981999","https://openalex.org/W2007221293","https://openalex.org/W2007369711","https://openalex.org/W2007836484","https://openalex.org/W2010681209","https://openalex.org/W2011829261","https://openalex.org/W2013049441","https://openalex.org/W2036013228","https://openalex.org/W2040704490","https://openalex.org/W2046356540","https://openalex.org/W2069249815","https://openalex.org/W2072834981","https://openalex.org/W2082179812","https://openalex.org/W2089533777","https://openalex.org/W2091010684","https://openalex.org/W2091366210","https://openalex.org/W2093311990","https://openalex.org/W2098395403","https://openalex.org/W2098920560","https://openalex.org/W2120390927","https://openalex.org/W2120393950","https://openalex.org/W2123069179","https://openalex.org/W2124596757","https://openalex.org/W2127019469","https://openalex.org/W2131069252","https://openalex.org/W2131773668","https://openalex.org/W2133896835","https://openalex.org/W2134918899","https://openalex.org/W2139214033","https://openalex.org/W2140208140","https://openalex.org/W2147270524","https://openalex.org/W2155482699","https://openalex.org/W2157941220","https://openalex.org/W2165143551","https://openalex.org/W2235043354","https://openalex.org/W2317330096","https://openalex.org/W2488544472","https://openalex.org/W2500095256","https://openalex.org/W2764432308","https://openalex.org/W3123445274"],"related_works":["https://openalex.org/W3014107421","https://openalex.org/W2363056446","https://openalex.org/W2081563414","https://openalex.org/W2359718298","https://openalex.org/W2377062149","https://openalex.org/W2380939102","https://openalex.org/W154554909","https://openalex.org/W2072581623","https://openalex.org/W2011248322","https://openalex.org/W2329112433"],"abstract_inverted_index":{"MIng":[0],"(Computer":[1],"and":[2],"Electronic":[3],"Engineering),":[4],"North-West":[5],"University,":[6],"Potchefstroom":[7],"Campus,":[8],"2015":[9]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}